Commit
·
82ed3de
1
Parent(s):
7f85193
append 2 training experiments of 20251220
Browse files- selfplay/iteration1-sim200-20251220/selfplay.log +0 -0
- trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/config.yaml +89 -0
- trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/events.out.tfevents.1766239190.camus.17585.0 +3 -0
- trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/train.log +1173 -0
- trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/config.yaml +89 -0
- trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/events.out.tfevents.1766238987.camus.16172.0 +3 -0
- trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/events.out.tfevents.1766239116.camus.16864.0 +3 -0
- trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/train.log +1173 -0
selfplay/iteration1-sim200-20251220/selfplay.log
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trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/config.yaml
ADDED
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| 1 |
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id: trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02
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desc:
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- 'data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration1-sim200-20251220/'
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- 'lambda_value: 0.02'
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paths:
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root: /home/claude/work/trigoRL
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data: /home/claude/data
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output: /home/claude/data/hf-trigoRL
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data:
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type: TGNValueDataset
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data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration1-sim200-20251220
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max_length: 8192
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min_length: 10
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max_file_size: 10000
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tokenizer_config: {}
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train_split: '*1..48/50'
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val_split: 49/50
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loader:
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batch_size: 20
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shuffle: true
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num_workers: 0
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pin_memory: true
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model:
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type: ValueCausalLoss
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config:
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model_config:
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type: LlamaCausalLM
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config:
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vocab_size: 128
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hidden_size: 64
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num_layers: 6
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num_heads: 8
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num_key_value_heads: 2
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max_seq_len: 8192
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intermediate_size: 171
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activation: silu
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rms_norm_eps: 1.0e-06
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use_cache: true
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value_head_config:
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hidden_dim: 64
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intermediate_dim: 128
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bottleneck_dim: 64
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dropout: 0.1
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lambda_policy: 1.0
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lambda_value: 0.02
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gamma: 0.99
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territory_value_factor: 1.0
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ignore_index: 0
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value_id: 3
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pad_id: 0
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label_smoothing: 0.1
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training:
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epochs: 50
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learning_rate: 0.0001
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weight_decay: 0.01
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warmup_steps: 50
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max_grad_norm: 1.0
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gradient_accumulation_steps: 1
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epoch_size: null
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dtype: bfloat16
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scheduler:
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type: inverse_sqrt
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d_model: 64
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lr_mul: 500.0
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save_frequency: 1
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keep_n_checkpoints: 3
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save_mode: best
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monitor:
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field: val_loss
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mode: min
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log_frequency: 160
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wandb:
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enabled: true
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tags:
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- llama
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- gqa
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- value-head
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- dual-head
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- rl-discount
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tensorboard:
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enabled: true
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env:
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CUDA_VISIBLE_DEVICES: 6
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eval:
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eval_frequency: 1
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eval_batches: 50
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device: cuda
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seed: 42
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deterministic: true
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trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/events.out.tfevents.1766239190.camus.17585.0
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:c218ff197b6b65000cc774b604cc3d9cc0f3ad6892ae5799f9b0ba5dfbc247d7
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size 1531760
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trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/train.log
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@@ -0,0 +1,1173 @@
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|
| 1 |
+
2025-12-20 13:59:45 - INFO - ================================================================================
|
| 2 |
+
2025-12-20 13:59:45 - INFO - Attention Language Model Training
|
| 3 |
+
2025-12-20 13:59:45 - INFO - ================================================================================
|
| 4 |
+
2025-12-20 13:59:45 - INFO - Experiment ID: trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02
|
| 5 |
+
2025-12-20 13:59:45 - INFO - Output directory: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02
|
| 6 |
+
2025-12-20 13:59:45 - INFO - Config saved to: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/config.yaml
|
| 7 |
+
2025-12-20 13:59:45 - INFO - Log file: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/train.log
|
| 8 |
+
2025-12-20 13:59:45 - INFO -
|
| 9 |
+
2025-12-20 13:59:45 - INFO - Configuration:
|
| 10 |
+
2025-12-20 13:59:45 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
|
| 11 |
+
desc:
|
| 12 |
+
- 'data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration1-sim200-20251220/'
|
| 13 |
+
- 'lambda_value: 0.02'
|
| 14 |
+
paths:
|
| 15 |
+
root: .
|
| 16 |
+
data: /home/claude/data
|
| 17 |
+
output: /home/claude/data/hf-trigoRL
|
| 18 |
+
data:
|
| 19 |
+
type: TGNValueDataset
|
| 20 |
+
data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration1-sim200-20251220/
|
| 21 |
+
max_length: 8192
|
| 22 |
+
min_length: 10
|
| 23 |
+
max_file_size: 10000
|
| 24 |
+
tokenizer_config: {}
|
| 25 |
+
train_split: '*1..48/50'
|
| 26 |
+
val_split: 49/50
|
| 27 |
+
loader:
|
| 28 |
+
batch_size: 20
|
| 29 |
+
shuffle: true
|
| 30 |
+
num_workers: 0
|
| 31 |
+
pin_memory: true
|
| 32 |
+
model:
|
| 33 |
+
type: ValueCausalLoss
|
| 34 |
+
config:
|
| 35 |
+
model_config:
|
| 36 |
+
type: LlamaCausalLM
|
| 37 |
+
config:
|
| 38 |
+
vocab_size: 128
|
| 39 |
+
hidden_size: 64
|
| 40 |
+
num_layers: 6
|
| 41 |
+
num_heads: 8
|
| 42 |
+
num_key_value_heads: 2
|
| 43 |
+
max_seq_len: 8192
|
| 44 |
+
intermediate_size: 171
|
| 45 |
+
activation: silu
|
| 46 |
+
rms_norm_eps: 1.0e-06
|
| 47 |
+
use_cache: true
|
| 48 |
+
value_head_config:
|
| 49 |
+
hidden_dim: 64
|
| 50 |
+
intermediate_dim: 128
|
| 51 |
+
bottleneck_dim: 64
|
| 52 |
+
dropout: 0.1
|
| 53 |
+
lambda_policy: 1.0
|
| 54 |
+
lambda_value: 0.02
|
| 55 |
+
gamma: 0.99
|
| 56 |
+
territory_value_factor: 1.0
|
| 57 |
+
ignore_index: 0
|
| 58 |
+
value_id: 3
|
| 59 |
+
pad_id: 0
|
| 60 |
+
label_smoothing: 0.1
|
| 61 |
+
training:
|
| 62 |
+
epochs: 50
|
| 63 |
+
learning_rate: 0.0001
|
| 64 |
+
weight_decay: 0.01
|
| 65 |
+
warmup_steps: 50
|
| 66 |
+
max_grad_norm: 1.0
|
| 67 |
+
gradient_accumulation_steps: 1
|
| 68 |
+
epoch_size: null
|
| 69 |
+
dtype: bfloat16
|
| 70 |
+
scheduler:
|
| 71 |
+
type: inverse_sqrt
|
| 72 |
+
d_model: 64
|
| 73 |
+
lr_mul: 500.0
|
| 74 |
+
save_frequency: 1
|
| 75 |
+
keep_n_checkpoints: 3
|
| 76 |
+
save_mode: best
|
| 77 |
+
monitor:
|
| 78 |
+
field: val_loss
|
| 79 |
+
mode: min
|
| 80 |
+
log_frequency: 160
|
| 81 |
+
wandb:
|
| 82 |
+
enabled: true
|
| 83 |
+
tags:
|
| 84 |
+
- llama
|
| 85 |
+
- gqa
|
| 86 |
+
- value-head
|
| 87 |
+
- dual-head
|
| 88 |
+
- rl-discount
|
| 89 |
+
tensorboard:
|
| 90 |
+
enabled: true
|
| 91 |
+
env:
|
| 92 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 93 |
+
eval:
|
| 94 |
+
eval_frequency: 1
|
| 95 |
+
eval_batches: 50
|
| 96 |
+
device: cuda
|
| 97 |
+
seed: 42
|
| 98 |
+
deterministic: true
|
| 99 |
+
|
| 100 |
+
2025-12-20 13:59:45 - INFO - ================================================================================
|
| 101 |
+
2025-12-20 13:59:45 - INFO - Setting Random Seeds
|
| 102 |
+
2025-12-20 13:59:45 - INFO - ================================================================================
|
| 103 |
+
2025-12-20 13:59:45 - INFO - Seed: 42
|
| 104 |
+
2025-12-20 13:59:45 - INFO - Deterministic: True
|
| 105 |
+
2025-12-20 13:59:45 - INFO -
|
| 106 |
+
2025-12-20 13:59:45 - INFO - Device: cuda
|
| 107 |
+
2025-12-20 13:59:45 - INFO - GPU: NVIDIA GeForce RTX 4090
|
| 108 |
+
2025-12-20 13:59:45 - INFO - Memory: 25.26 GB
|
| 109 |
+
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2025-12-20 13:59:45 - INFO - Creating Datasets
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2025-12-20 13:59:46 - INFO -
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2025-12-20 13:59:46 - INFO - Datasets created:
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2025-12-20 13:59:46 - INFO - Training: 9292 samples, 464 batches
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2025-12-20 13:59:46 - INFO - Validation: 190 samples, 10 batches
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2025-12-20 13:59:46 - INFO -
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2025-12-20 13:59:46 - INFO - Creating Trainer
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2025-12-20 13:59:46 - INFO - ================================================================================
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2025-12-20 13:59:46 - INFO -
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2025-12-20 13:59:46 - INFO - Setting trainer environment variables from config:
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2025-12-20 13:59:46 - INFO - CUDA_VISIBLE_DEVICES: 6 (already set, not overriding)
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2025-12-20 13:59:46 - INFO - ================================================================================
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2025-12-20 13:59:46 - INFO - Creating Model
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2025-12-20 13:59:46 - INFO - ================================================================================
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2025-12-20 13:59:46 - INFO - Converting model to dtype: torch.bfloat16
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2025-12-20 13:59:46 - INFO -
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2025-12-20 13:59:46 - INFO - Model created:
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2025-12-20 13:59:46 - INFO - Type: ValueCausalLoss
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2025-12-20 13:59:46 - INFO - Base model: LlamaCausalLM
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2025-12-20 13:59:46 - INFO - Total parameters: 292,673
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2025-12-20 13:59:46 - INFO - Trainable parameters: 292,673
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2025-12-20 13:59:46 - INFO - Dtype: torch.bfloat16
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2025-12-20 13:59:50 - INFO -
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2025-12-20 13:59:50 - INFO - Trainer initialized:
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2025-12-20 13:59:50 - INFO - Device: cuda
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2025-12-20 13:59:50 - INFO - Checkpoint dir: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints
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2025-12-20 13:59:50 - INFO - Training samples: 9292
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2025-12-20 13:59:50 - INFO - Validation samples: 190
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2025-12-20 13:59:50 - INFO - Batch size: 20
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2025-12-20 13:59:50 - INFO - Gradient accumulation steps: 1
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2025-12-20 13:59:50 - INFO - Effective batch size: 20
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2025-12-20 13:59:50 - INFO - Epoch size: full dataset (464 batches)
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2025-12-20 13:59:50 - INFO - Epochs: 50
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2025-12-20 13:59:50 - INFO - Learning rate: 0.0001
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2025-12-20 13:59:50 - INFO - Warmup steps: 50
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2025-12-20 13:59:50 - INFO - Log frequency: every 160 examples
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2025-12-20 13:59:50 - INFO - Wandb logging: enabled
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2025-12-20 13:59:50 - INFO - TensorBoard logging: enabled
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2025-12-20 13:59:50 - INFO -
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2025-12-20 13:59:50 - INFO - ================================================================================
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2025-12-20 13:59:50 - INFO - Starting Training
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2025-12-20 13:59:50 - INFO - ================================================================================
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2025-12-20 13:59:50 - INFO -
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2025-12-20 13:59:50 - INFO - Evaluating initial model (epoch 0)...
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2025-12-20 13:59:54 - INFO -
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2025-12-20 13:59:54 - INFO - Initial model metrics:
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2025-12-20 13:59:54 - INFO - Loss: 5.2562
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2025-12-20 13:59:54 - INFO - Num_policy_tokens: 8771.1000
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2025-12-20 13:59:54 - INFO - Num_value_predictions: 19.0000
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2025-12-20 13:59:54 - INFO - Policy_error: 0.9957
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2025-12-20 13:59:54 - INFO - Policy_loss: 4.9000
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2025-12-20 13:59:54 - INFO - Value_loss: 17.9500
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2025-12-20 13:59:54 - INFO - Value_mae: 4.0781
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2025-12-20 13:59:54 - INFO - Value_mse: 17.9500
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2025-12-20 13:59:54 - INFO -
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2025-12-20 14:06:25 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0000_val_loss_2.1875.chkpt
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2025-12-20 14:06:27 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0000_val_loss_2.1875.chkpt
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2025-12-20 14:06:27 - INFO -
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2025-12-20 14:06:27 - INFO - Epoch 1/50 Summary:
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2025-12-20 14:06:27 - INFO - Train Loss: 2.6755
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2025-12-20 14:06:27 - INFO - Train Num_policy_tokens: 9083.1272
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2025-12-20 14:06:27 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:06:27 - INFO - Train Policy_error: 0.4973
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2025-12-20 14:06:27 - INFO - Train Policy_loss: 2.3257
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2025-12-20 14:06:27 - INFO - Train Value_loss: 17.4933
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2025-12-20 14:06:27 - INFO - Train Value_mae: 3.9987
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2025-12-20 14:06:27 - INFO - Train Value_mse: 17.4933
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2025-12-20 14:06:27 - INFO - Val Loss: 2.1875
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2025-12-20 14:06:27 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:06:27 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:06:27 - INFO - Val Policy_error: 0.3801
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2025-12-20 14:06:27 - INFO - Val Policy_loss: 1.8305
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2025-12-20 14:06:27 - INFO - Val Value_loss: 17.9500
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2025-12-20 14:06:27 - INFO - Val Value_mae: 4.0750
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2025-12-20 14:06:27 - INFO - Val Value_mse: 17.9500
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2025-12-20 14:12:59 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0001_val_loss_2.1000.chkpt
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2025-12-20 14:12:59 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0001_val_loss_2.1000.chkpt
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2025-12-20 14:12:59 - INFO -
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2025-12-20 14:12:59 - INFO - Epoch 2/50 Summary:
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2025-12-20 14:12:59 - INFO - Train Loss: 2.1196
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2025-12-20 14:12:59 - INFO - Train Num_policy_tokens: 9081.3211
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2025-12-20 14:12:59 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:12:59 - INFO - Train Policy_error: 0.3667
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2025-12-20 14:12:59 - INFO - Train Policy_loss: 1.7709
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2025-12-20 14:12:59 - INFO - Train Value_loss: 17.4502
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2025-12-20 14:12:59 - INFO - Train Value_mae: 3.9981
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2025-12-20 14:12:59 - INFO - Train Value_mse: 17.4502
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2025-12-20 14:12:59 - INFO - Val Loss: 2.1000
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2025-12-20 14:12:59 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:12:59 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:12:59 - INFO - Val Policy_error: 0.3573
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2025-12-20 14:12:59 - INFO - Val Policy_loss: 1.7422
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2025-12-20 14:12:59 - INFO - Val Value_loss: 18.0375
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2025-12-20 14:12:59 - INFO - Val Value_mae: 4.0797
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2025-12-20 14:12:59 - INFO - Val Value_mse: 18.0375
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2025-12-20 14:19:31 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0002_val_loss_2.0719.chkpt
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2025-12-20 14:19:32 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0002_val_loss_2.0719.chkpt
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2025-12-20 14:19:32 - INFO -
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2025-12-20 14:19:32 - INFO - Epoch 3/50 Summary:
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2025-12-20 14:19:32 - INFO - Train Loss: 2.0642
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| 212 |
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2025-12-20 14:19:32 - INFO - Train Num_policy_tokens: 9082.1444
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2025-12-20 14:19:32 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:19:32 - INFO - Train Policy_error: 0.3530
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2025-12-20 14:19:32 - INFO - Train Policy_loss: 1.7149
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2025-12-20 14:19:32 - INFO - Train Value_loss: 17.4578
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2025-12-20 14:19:32 - INFO - Train Value_mae: 4.0058
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2025-12-20 14:19:32 - INFO - Train Value_mse: 17.4578
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2025-12-20 14:19:32 - INFO - Val Loss: 2.0719
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2025-12-20 14:19:32 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:19:32 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:19:32 - INFO - Val Policy_error: 0.3498
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2025-12-20 14:19:32 - INFO - Val Policy_loss: 1.7141
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2025-12-20 14:19:32 - INFO - Val Value_loss: 18.0125
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2025-12-20 14:19:32 - INFO - Val Value_mae: 4.0625
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2025-12-20 14:19:32 - INFO - Val Value_mse: 18.0125
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2025-12-20 14:26:04 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0003_val_loss_2.0562.chkpt
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2025-12-20 14:26:04 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0003_val_loss_2.0562.chkpt
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2025-12-20 14:26:04 - INFO -
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2025-12-20 14:26:04 - INFO - Epoch 4/50 Summary:
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2025-12-20 14:26:04 - INFO - Train Loss: 2.0420
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2025-12-20 14:26:04 - INFO - Train Num_policy_tokens: 9084.3341
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2025-12-20 14:26:04 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:26:04 - INFO - Train Policy_error: 0.3455
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2025-12-20 14:26:04 - INFO - Train Policy_loss: 1.6933
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2025-12-20 14:26:04 - INFO - Train Value_loss: 17.4302
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2025-12-20 14:26:04 - INFO - Train Value_mae: 3.9926
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2025-12-20 14:26:04 - INFO - Train Value_mse: 17.4302
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2025-12-20 14:26:04 - INFO - Val Loss: 2.0562
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2025-12-20 14:26:04 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:26:04 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:26:04 - INFO - Val Policy_error: 0.3435
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2025-12-20 14:26:04 - INFO - Val Policy_loss: 1.6961
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2025-12-20 14:26:04 - INFO - Val Value_loss: 17.9375
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2025-12-20 14:26:04 - INFO - Val Value_mae: 4.0500
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2025-12-20 14:26:04 - INFO - Val Value_mse: 17.9375
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2025-12-20 14:32:37 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0004_val_loss_2.0469.chkpt
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2025-12-20 14:32:38 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0004_val_loss_2.0469.chkpt
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2025-12-20 14:32:38 - INFO -
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2025-12-20 14:32:38 - INFO - Epoch 5/50 Summary:
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2025-12-20 14:32:38 - INFO - Train Loss: 2.0311
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2025-12-20 14:32:38 - INFO - Train Num_policy_tokens: 9079.8556
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2025-12-20 14:32:38 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:32:38 - INFO - Train Policy_error: 0.3422
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2025-12-20 14:32:38 - INFO - Train Policy_loss: 1.6825
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2025-12-20 14:32:38 - INFO - Train Value_loss: 17.4337
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2025-12-20 14:32:38 - INFO - Train Value_mae: 3.9908
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2025-12-20 14:32:38 - INFO - Train Value_mse: 17.4337
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2025-12-20 14:32:38 - INFO - Val Loss: 2.0469
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2025-12-20 14:32:38 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:32:38 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:32:38 - INFO - Val Policy_error: 0.3390
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2025-12-20 14:32:38 - INFO - Val Policy_loss: 1.6883
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2025-12-20 14:32:38 - INFO - Val Value_loss: 17.9875
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2025-12-20 14:32:38 - INFO - Val Value_mae: 4.0734
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2025-12-20 14:32:38 - INFO - Val Value_mse: 17.9875
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2025-12-20 14:39:09 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0005_val_loss_2.0406.chkpt
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2025-12-20 14:39:10 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0005_val_loss_2.0406.chkpt
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2025-12-20 14:39:10 - INFO -
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2025-12-20 14:39:10 - INFO - Epoch 6/50 Summary:
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2025-12-20 14:39:10 - INFO - Train Loss: 2.0243
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2025-12-20 14:39:10 - INFO - Train Num_policy_tokens: 9082.1315
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2025-12-20 14:39:10 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:39:10 - INFO - Train Policy_error: 0.3401
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2025-12-20 14:39:10 - INFO - Train Policy_loss: 1.6755
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2025-12-20 14:39:10 - INFO - Train Value_loss: 17.4429
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2025-12-20 14:39:10 - INFO - Train Value_mae: 4.0019
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2025-12-20 14:39:10 - INFO - Train Value_mse: 17.4429
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2025-12-20 14:39:10 - INFO - Val Loss: 2.0406
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2025-12-20 14:39:10 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:39:10 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:39:10 - INFO - Val Policy_error: 0.3387
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2025-12-20 14:39:10 - INFO - Val Policy_loss: 1.6820
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2025-12-20 14:39:10 - INFO - Val Value_loss: 17.9812
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2025-12-20 14:39:10 - INFO - Val Value_mae: 4.0656
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2025-12-20 14:39:10 - INFO - Val Value_mse: 17.9812
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2025-12-20 14:45:42 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0006_val_loss_2.0391.chkpt
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2025-12-20 14:45:42 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0006_val_loss_2.0391.chkpt
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2025-12-20 14:45:42 - INFO -
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2025-12-20 14:45:42 - INFO - Epoch 7/50 Summary:
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2025-12-20 14:45:42 - INFO - Train Loss: 2.0192
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2025-12-20 14:45:42 - INFO - Train Num_policy_tokens: 9085.9784
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2025-12-20 14:45:42 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:45:42 - INFO - Train Policy_error: 0.3387
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2025-12-20 14:45:42 - INFO - Train Policy_loss: 1.6710
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2025-12-20 14:45:42 - INFO - Train Value_loss: 17.4137
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2025-12-20 14:45:42 - INFO - Train Value_mae: 3.9987
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2025-12-20 14:45:42 - INFO - Train Value_mse: 17.4137
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2025-12-20 14:45:42 - INFO - Val Loss: 2.0391
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2025-12-20 14:45:42 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:45:42 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:45:42 - INFO - Val Policy_error: 0.3384
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2025-12-20 14:45:42 - INFO - Val Policy_loss: 1.6789
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2025-12-20 14:45:42 - INFO - Val Value_loss: 18.0375
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2025-12-20 14:45:42 - INFO - Val Value_mae: 4.0687
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2025-12-20 14:45:42 - INFO - Val Value_mse: 18.0375
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2025-12-20 14:52:14 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0007_val_loss_2.0352.chkpt
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2025-12-20 14:52:15 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0007_val_loss_2.0352.chkpt
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2025-12-20 14:52:15 - INFO -
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2025-12-20 14:52:15 - INFO - Epoch 8/50 Summary:
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2025-12-20 14:52:15 - INFO - Train Loss: 2.0175
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2025-12-20 14:52:15 - INFO - Train Num_policy_tokens: 9083.8254
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2025-12-20 14:52:15 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:52:15 - INFO - Train Policy_error: 0.3378
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2025-12-20 14:52:15 - INFO - Train Policy_loss: 1.6691
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2025-12-20 14:52:15 - INFO - Train Value_loss: 17.4193
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2025-12-20 14:52:15 - INFO - Train Value_mae: 3.9965
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2025-12-20 14:52:15 - INFO - Train Value_mse: 17.4193
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2025-12-20 14:52:15 - INFO - Val Loss: 2.0352
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2025-12-20 14:52:15 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:52:15 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:52:15 - INFO - Val Policy_error: 0.3370
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2025-12-20 14:52:15 - INFO - Val Policy_loss: 1.6766
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2025-12-20 14:52:15 - INFO - Val Value_loss: 17.9625
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2025-12-20 14:52:15 - INFO - Val Value_mae: 4.0563
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2025-12-20 14:52:15 - INFO - Val Value_mse: 17.9625
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2025-12-20 14:58:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 14:58:48 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 14:58:48 - INFO -
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2025-12-20 14:58:48 - INFO - Epoch 9/50 Summary:
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2025-12-20 14:58:48 - INFO - Train Loss: 2.0148
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2025-12-20 14:58:48 - INFO - Train Num_policy_tokens: 9082.3879
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2025-12-20 14:58:48 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:58:48 - INFO - Train Policy_error: 0.3370
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2025-12-20 14:58:48 - INFO - Train Policy_loss: 1.6667
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2025-12-20 14:58:48 - INFO - Train Value_loss: 17.4017
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2025-12-20 14:58:48 - INFO - Train Value_mae: 3.9930
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2025-12-20 14:58:48 - INFO - Train Value_mse: 17.4017
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2025-12-20 14:58:48 - INFO - Val Loss: 2.0391
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2025-12-20 14:58:48 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:58:48 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:58:48 - INFO - Val Policy_error: 0.3374
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2025-12-20 14:58:48 - INFO - Val Policy_loss: 1.6766
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2025-12-20 14:58:48 - INFO - Val Value_loss: 18.0875
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2025-12-20 14:58:48 - INFO - Val Value_mae: 4.0687
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2025-12-20 14:58:48 - INFO - Val Value_mse: 18.0875
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2025-12-20 15:05:20 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:05:20 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:05:20 - INFO -
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2025-12-20 15:05:20 - INFO - Epoch 10/50 Summary:
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2025-12-20 15:05:20 - INFO - Train Loss: 2.0131
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2025-12-20 15:05:20 - INFO - Train Num_policy_tokens: 9085.4159
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2025-12-20 15:05:20 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:05:20 - INFO - Train Policy_error: 0.3362
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2025-12-20 15:05:20 - INFO - Train Policy_loss: 1.6651
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2025-12-20 15:05:20 - INFO - Train Value_loss: 17.4197
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2025-12-20 15:05:20 - INFO - Train Value_mae: 3.9952
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2025-12-20 15:05:20 - INFO - Train Value_mse: 17.4197
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2025-12-20 15:05:20 - INFO - Val Loss: 2.0359
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2025-12-20 15:05:20 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:05:20 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:05:20 - INFO - Val Policy_error: 0.3347
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2025-12-20 15:05:20 - INFO - Val Policy_loss: 1.6750
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2025-12-20 15:05:20 - INFO - Val Value_loss: 17.9563
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2025-12-20 15:05:20 - INFO - Val Value_mae: 4.0563
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2025-12-20 15:05:20 - INFO - Val Value_mse: 17.9563
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2025-12-20 15:11:52 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0010_val_loss_2.0344.chkpt
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2025-12-20 15:11:52 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0010_val_loss_2.0344.chkpt
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2025-12-20 15:11:52 - INFO -
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2025-12-20 15:11:52 - INFO - Epoch 11/50 Summary:
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2025-12-20 15:11:52 - INFO - Train Loss: 2.0115
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2025-12-20 15:11:52 - INFO - Train Num_policy_tokens: 9078.8060
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2025-12-20 15:11:52 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:11:52 - INFO - Train Policy_error: 0.3356
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2025-12-20 15:11:52 - INFO - Train Policy_loss: 1.6634
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2025-12-20 15:11:52 - INFO - Train Value_loss: 17.4068
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2025-12-20 15:11:52 - INFO - Train Value_mae: 3.9947
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2025-12-20 15:11:52 - INFO - Train Value_mse: 17.4068
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2025-12-20 15:11:52 - INFO - Val Loss: 2.0344
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2025-12-20 15:11:52 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:11:52 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:11:52 - INFO - Val Policy_error: 0.3341
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2025-12-20 15:11:52 - INFO - Val Policy_loss: 1.6734
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2025-12-20 15:11:52 - INFO - Val Value_loss: 17.9688
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2025-12-20 15:11:52 - INFO - Val Value_mae: 4.0625
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2025-12-20 15:11:52 - INFO - Val Value_mse: 17.9688
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2025-12-20 15:18:24 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0011_val_loss_2.0297.chkpt
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2025-12-20 15:18:24 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0011_val_loss_2.0297.chkpt
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2025-12-20 15:18:24 - INFO -
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2025-12-20 15:18:24 - INFO - Epoch 12/50 Summary:
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2025-12-20 15:18:24 - INFO - Train Loss: 2.0097
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2025-12-20 15:18:24 - INFO - Train Num_policy_tokens: 9081.8707
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2025-12-20 15:18:24 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:18:24 - INFO - Train Policy_error: 0.3353
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2025-12-20 15:18:24 - INFO - Train Policy_loss: 1.6621
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2025-12-20 15:18:24 - INFO - Train Value_loss: 17.3773
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2025-12-20 15:18:24 - INFO - Train Value_mae: 3.9926
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2025-12-20 15:18:24 - INFO - Train Value_mse: 17.3773
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2025-12-20 15:18:24 - INFO - Val Loss: 2.0297
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2025-12-20 15:18:24 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:18:24 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:18:24 - INFO - Val Policy_error: 0.3344
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2025-12-20 15:18:24 - INFO - Val Policy_loss: 1.6695
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2025-12-20 15:18:24 - INFO - Val Value_loss: 18.0312
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2025-12-20 15:18:24 - INFO - Val Value_mae: 4.0641
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2025-12-20 15:18:24 - INFO - Val Value_mse: 18.0312
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2025-12-20 15:24:56 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:24:57 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:24:57 - INFO -
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2025-12-20 15:24:57 - INFO - Epoch 13/50 Summary:
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2025-12-20 15:24:57 - INFO - Train Loss: 2.0088
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2025-12-20 15:24:57 - INFO - Train Num_policy_tokens: 9086.6078
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2025-12-20 15:24:57 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:24:57 - INFO - Train Policy_error: 0.3351
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2025-12-20 15:24:57 - INFO - Train Policy_loss: 1.6615
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2025-12-20 15:24:57 - INFO - Train Value_loss: 17.3797
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2025-12-20 15:24:57 - INFO - Train Value_mae: 3.9904
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2025-12-20 15:24:57 - INFO - Train Value_mse: 17.3797
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2025-12-20 15:24:57 - INFO - Val Loss: 2.0359
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2025-12-20 15:24:57 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:24:57 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:24:57 - INFO - Val Policy_error: 0.3350
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2025-12-20 15:24:57 - INFO - Val Policy_loss: 1.6719
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2025-12-20 15:24:57 - INFO - Val Value_loss: 18.0688
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2025-12-20 15:24:57 - INFO - Val Value_mae: 4.0625
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2025-12-20 15:24:57 - INFO - Val Value_mse: 18.0688
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2025-12-20 15:31:29 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0013_val_loss_2.0289.chkpt
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2025-12-20 15:31:29 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0013_val_loss_2.0289.chkpt
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2025-12-20 15:31:29 - INFO -
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2025-12-20 15:31:29 - INFO - Epoch 14/50 Summary:
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2025-12-20 15:31:29 - INFO - Train Loss: 2.0081
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2025-12-20 15:31:29 - INFO - Train Num_policy_tokens: 9083.0022
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2025-12-20 15:31:29 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:31:29 - INFO - Train Policy_error: 0.3346
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2025-12-20 15:31:29 - INFO - Train Policy_loss: 1.6611
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2025-12-20 15:31:29 - INFO - Train Value_loss: 17.3557
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2025-12-20 15:31:29 - INFO - Train Value_mae: 3.9858
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2025-12-20 15:31:29 - INFO - Train Value_mse: 17.3557
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2025-12-20 15:31:29 - INFO - Val Loss: 2.0289
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2025-12-20 15:31:29 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:31:29 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:31:29 - INFO - Val Policy_error: 0.3339
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2025-12-20 15:31:29 - INFO - Val Policy_loss: 1.6687
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2025-12-20 15:31:29 - INFO - Val Value_loss: 18.0063
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2025-12-20 15:31:29 - INFO - Val Value_mae: 4.0641
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2025-12-20 15:31:29 - INFO - Val Value_mse: 18.0063
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2025-12-20 15:38:02 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:38:02 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:38:02 - INFO -
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2025-12-20 15:38:02 - INFO - Epoch 15/50 Summary:
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2025-12-20 15:38:02 - INFO - Train Loss: 2.0073
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2025-12-20 15:38:02 - INFO - Train Num_policy_tokens: 9085.4159
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2025-12-20 15:38:02 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:38:02 - INFO - Train Policy_error: 0.3343
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2025-12-20 15:38:02 - INFO - Train Policy_loss: 1.6603
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2025-12-20 15:38:02 - INFO - Train Value_loss: 17.3617
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2025-12-20 15:38:02 - INFO - Train Value_mae: 3.9874
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2025-12-20 15:38:02 - INFO - Train Value_mse: 17.3617
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2025-12-20 15:38:02 - INFO - Val Loss: 2.0305
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2025-12-20 15:38:02 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:38:02 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:38:02 - INFO - Val Policy_error: 0.3337
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2025-12-20 15:38:02 - INFO - Val Policy_loss: 1.6695
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2025-12-20 15:38:02 - INFO - Val Value_loss: 18.1000
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2025-12-20 15:38:02 - INFO - Val Value_mae: 4.0672
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2025-12-20 15:38:02 - INFO - Val Value_mse: 18.1000
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2025-12-20 15:44:34 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:44:34 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:44:34 - INFO -
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2025-12-20 15:44:34 - INFO - Epoch 16/50 Summary:
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2025-12-20 15:44:34 - INFO - Train Loss: 2.0067
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2025-12-20 15:44:34 - INFO - Train Num_policy_tokens: 9079.0582
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2025-12-20 15:44:34 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:44:34 - INFO - Train Policy_error: 0.3339
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2025-12-20 15:44:34 - INFO - Train Policy_loss: 1.6600
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2025-12-20 15:44:34 - INFO - Train Value_loss: 17.3491
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2025-12-20 15:44:34 - INFO - Train Value_mae: 3.9844
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2025-12-20 15:44:34 - INFO - Train Value_mse: 17.3491
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2025-12-20 15:44:34 - INFO - Val Loss: 2.0305
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2025-12-20 15:44:34 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:44:34 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:44:34 - INFO - Val Policy_error: 0.3338
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2025-12-20 15:44:34 - INFO - Val Policy_loss: 1.6687
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2025-12-20 15:44:34 - INFO - Val Value_loss: 18.0375
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2025-12-20 15:44:34 - INFO - Val Value_mae: 4.0656
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2025-12-20 15:44:34 - INFO - Val Value_mse: 18.0375
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2025-12-20 15:51:07 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0016_val_loss_2.0273.chkpt
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2025-12-20 15:51:07 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0016_val_loss_2.0273.chkpt
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2025-12-20 15:51:07 - INFO -
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2025-12-20 15:51:07 - INFO - Epoch 17/50 Summary:
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2025-12-20 15:51:07 - INFO - Train Loss: 2.0061
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2025-12-20 15:51:07 - INFO - Train Num_policy_tokens: 9083.7435
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2025-12-20 15:51:07 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:51:07 - INFO - Train Policy_error: 0.3338
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2025-12-20 15:51:07 - INFO - Train Policy_loss: 1.6593
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2025-12-20 15:51:07 - INFO - Train Value_loss: 17.3528
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2025-12-20 15:51:07 - INFO - Train Value_mae: 3.9849
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2025-12-20 15:51:07 - INFO - Train Value_mse: 17.3528
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2025-12-20 15:51:07 - INFO - Val Loss: 2.0273
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2025-12-20 15:51:07 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:51:07 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:51:07 - INFO - Val Policy_error: 0.3335
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2025-12-20 15:51:07 - INFO - Val Policy_loss: 1.6680
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2025-12-20 15:51:07 - INFO - Val Value_loss: 18.0437
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2025-12-20 15:51:07 - INFO - Val Value_mae: 4.0687
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2025-12-20 15:51:07 - INFO - Val Value_mse: 18.0437
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2025-12-20 15:57:39 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:57:40 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 15:57:40 - INFO -
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2025-12-20 15:57:40 - INFO - Epoch 18/50 Summary:
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2025-12-20 15:57:40 - INFO - Train Loss: 2.0056
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2025-12-20 15:57:40 - INFO - Train Num_policy_tokens: 9082.5409
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2025-12-20 15:57:40 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:57:40 - INFO - Train Policy_error: 0.3338
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2025-12-20 15:57:40 - INFO - Train Policy_loss: 1.6592
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2025-12-20 15:57:40 - INFO - Train Value_loss: 17.3366
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2025-12-20 15:57:40 - INFO - Train Value_mae: 3.9840
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2025-12-20 15:57:40 - INFO - Train Value_mse: 17.3366
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2025-12-20 15:57:40 - INFO - Val Loss: 2.0305
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2025-12-20 15:57:40 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:57:40 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:57:40 - INFO - Val Policy_error: 0.3337
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2025-12-20 15:57:40 - INFO - Val Policy_loss: 1.6687
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2025-12-20 15:57:40 - INFO - Val Value_loss: 18.0688
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2025-12-20 15:57:40 - INFO - Val Value_mae: 4.0656
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2025-12-20 15:57:40 - INFO - Val Value_mse: 18.0688
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2025-12-20 16:04:11 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:04:12 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:04:12 - INFO -
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2025-12-20 16:04:12 - INFO - Epoch 19/50 Summary:
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2025-12-20 16:04:12 - INFO - Train Loss: 2.0059
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2025-12-20 16:04:12 - INFO - Train Num_policy_tokens: 9081.1659
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2025-12-20 16:04:12 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:04:12 - INFO - Train Policy_error: 0.3335
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2025-12-20 16:04:12 - INFO - Train Policy_loss: 1.6590
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2025-12-20 16:04:12 - INFO - Train Value_loss: 17.3398
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2025-12-20 16:04:12 - INFO - Train Value_mae: 3.9832
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2025-12-20 16:04:12 - INFO - Train Value_mse: 17.3398
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2025-12-20 16:04:12 - INFO - Val Loss: 2.0289
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2025-12-20 16:04:12 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:04:12 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:04:12 - INFO - Val Policy_error: 0.3333
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2025-12-20 16:04:12 - INFO - Val Policy_loss: 1.6680
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2025-12-20 16:04:12 - INFO - Val Value_loss: 18.0063
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2025-12-20 16:04:12 - INFO - Val Value_mae: 4.0609
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2025-12-20 16:04:12 - INFO - Val Value_mse: 18.0063
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2025-12-20 16:10:44 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:10:44 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:10:44 - INFO -
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2025-12-20 16:10:44 - INFO - Epoch 20/50 Summary:
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2025-12-20 16:10:44 - INFO - Train Loss: 2.0051
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2025-12-20 16:10:44 - INFO - Train Num_policy_tokens: 9084.1293
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2025-12-20 16:10:44 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:10:44 - INFO - Train Policy_error: 0.3334
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2025-12-20 16:10:44 - INFO - Train Policy_loss: 1.6588
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2025-12-20 16:10:44 - INFO - Train Value_loss: 17.3213
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2025-12-20 16:10:44 - INFO - Train Value_mae: 3.9816
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2025-12-20 16:10:44 - INFO - Train Value_mse: 17.3213
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2025-12-20 16:10:44 - INFO - Val Loss: 2.0305
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2025-12-20 16:10:44 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:10:44 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:10:44 - INFO - Val Policy_error: 0.3334
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2025-12-20 16:10:44 - INFO - Val Policy_loss: 1.6680
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2025-12-20 16:10:44 - INFO - Val Value_loss: 18.1375
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2025-12-20 16:10:44 - INFO - Val Value_mae: 4.0641
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2025-12-20 16:10:44 - INFO - Val Value_mse: 18.1375
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2025-12-20 16:17:16 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0020_val_loss_2.0266.chkpt
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2025-12-20 16:17:16 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0020_val_loss_2.0266.chkpt
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2025-12-20 16:17:16 - INFO -
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2025-12-20 16:17:16 - INFO - Epoch 21/50 Summary:
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2025-12-20 16:17:16 - INFO - Train Loss: 2.0051
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2025-12-20 16:17:16 - INFO - Train Num_policy_tokens: 9082.5151
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2025-12-20 16:17:16 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:17:16 - INFO - Train Policy_error: 0.3334
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2025-12-20 16:17:16 - INFO - Train Policy_loss: 1.6585
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2025-12-20 16:17:16 - INFO - Train Value_loss: 17.3357
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2025-12-20 16:17:16 - INFO - Train Value_mae: 3.9813
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2025-12-20 16:17:16 - INFO - Train Value_mse: 17.3357
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2025-12-20 16:17:16 - INFO - Val Loss: 2.0266
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2025-12-20 16:17:16 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:17:16 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:17:16 - INFO - Val Policy_error: 0.3334
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2025-12-20 16:17:16 - INFO - Val Policy_loss: 1.6680
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2025-12-20 16:17:16 - INFO - Val Value_loss: 18.0063
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2025-12-20 16:17:16 - INFO - Val Value_mae: 4.0625
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2025-12-20 16:17:16 - INFO - Val Value_mse: 18.0063
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2025-12-20 16:23:48 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:23:49 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:23:49 - INFO -
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2025-12-20 16:23:49 - INFO - Epoch 22/50 Summary:
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2025-12-20 16:23:49 - INFO - Train Loss: 2.0044
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2025-12-20 16:23:49 - INFO - Train Num_policy_tokens: 9083.6293
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2025-12-20 16:23:49 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:23:49 - INFO - Train Policy_error: 0.3333
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2025-12-20 16:23:49 - INFO - Train Policy_loss: 1.6582
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2025-12-20 16:23:49 - INFO - Train Value_loss: 17.3129
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2025-12-20 16:23:49 - INFO - Train Value_mae: 3.9777
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2025-12-20 16:23:49 - INFO - Train Value_mse: 17.3129
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2025-12-20 16:23:49 - INFO - Val Loss: 2.0312
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2025-12-20 16:23:49 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:23:49 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:23:49 - INFO - Val Policy_error: 0.3332
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2025-12-20 16:23:49 - INFO - Val Policy_loss: 1.6680
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2025-12-20 16:23:49 - INFO - Val Value_loss: 18.0875
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2025-12-20 16:23:49 - INFO - Val Value_mae: 4.0641
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2025-12-20 16:23:49 - INFO - Val Value_mse: 18.0875
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2025-12-20 16:30:20 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:30:21 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:30:21 - INFO -
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2025-12-20 16:30:21 - INFO - Epoch 23/50 Summary:
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2025-12-20 16:30:21 - INFO - Train Loss: 2.0047
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2025-12-20 16:30:21 - INFO - Train Num_policy_tokens: 9080.6293
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2025-12-20 16:30:21 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:30:21 - INFO - Train Policy_error: 0.3332
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2025-12-20 16:30:21 - INFO - Train Policy_loss: 1.6586
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2025-12-20 16:30:21 - INFO - Train Value_loss: 17.3246
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2025-12-20 16:30:21 - INFO - Train Value_mae: 3.9797
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2025-12-20 16:30:21 - INFO - Train Value_mse: 17.3246
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2025-12-20 16:30:21 - INFO - Val Loss: 2.0289
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2025-12-20 16:30:21 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:30:21 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:30:21 - INFO - Val Policy_error: 0.3333
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2025-12-20 16:30:21 - INFO - Val Policy_loss: 1.6672
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2025-12-20 16:30:21 - INFO - Val Value_loss: 18.0875
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2025-12-20 16:30:21 - INFO - Val Value_mae: 4.0687
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2025-12-20 16:30:21 - INFO - Val Value_mse: 18.0875
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2025-12-20 16:36:52 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:36:52 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:36:52 - INFO -
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2025-12-20 16:36:52 - INFO - Epoch 24/50 Summary:
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2025-12-20 16:36:52 - INFO - Train Loss: 2.0039
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2025-12-20 16:36:52 - INFO - Train Num_policy_tokens: 9084.6724
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2025-12-20 16:36:52 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:36:52 - INFO - Train Policy_error: 0.3330
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2025-12-20 16:36:52 - INFO - Train Policy_loss: 1.6576
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2025-12-20 16:36:52 - INFO - Train Value_loss: 17.3198
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2025-12-20 16:36:52 - INFO - Train Value_mae: 3.9802
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2025-12-20 16:36:52 - INFO - Train Value_mse: 17.3198
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2025-12-20 16:36:52 - INFO - Val Loss: 2.0273
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2025-12-20 16:36:52 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:36:52 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:36:52 - INFO - Val Policy_error: 0.3324
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2025-12-20 16:36:52 - INFO - Val Policy_loss: 1.6680
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2025-12-20 16:36:52 - INFO - Val Value_loss: 17.9875
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2025-12-20 16:36:52 - INFO - Val Value_mae: 4.0641
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2025-12-20 16:36:52 - INFO - Val Value_mse: 17.9875
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2025-12-20 16:43:24 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:43:24 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:43:24 - INFO -
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2025-12-20 16:43:24 - INFO - Epoch 25/50 Summary:
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2025-12-20 16:43:24 - INFO - Train Loss: 2.0029
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2025-12-20 16:43:24 - INFO - Train Num_policy_tokens: 9084.8384
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2025-12-20 16:43:24 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:43:24 - INFO - Train Policy_error: 0.3330
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2025-12-20 16:43:24 - INFO - Train Policy_loss: 1.6573
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2025-12-20 16:43:24 - INFO - Train Value_loss: 17.2973
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2025-12-20 16:43:24 - INFO - Train Value_mae: 3.9767
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2025-12-20 16:43:24 - INFO - Train Value_mse: 17.2973
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2025-12-20 16:43:24 - INFO - Val Loss: 2.0289
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2025-12-20 16:43:24 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:43:24 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:43:24 - INFO - Val Policy_error: 0.3325
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2025-12-20 16:43:24 - INFO - Val Policy_loss: 1.6672
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2025-12-20 16:43:24 - INFO - Val Value_loss: 18.0250
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2025-12-20 16:43:24 - INFO - Val Value_mae: 4.0641
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2025-12-20 16:43:24 - INFO - Val Value_mse: 18.0250
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2025-12-20 16:49:56 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:49:56 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:49:56 - INFO -
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2025-12-20 16:49:56 - INFO - Epoch 26/50 Summary:
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2025-12-20 16:49:56 - INFO - Train Loss: 2.0035
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2025-12-20 16:49:56 - INFO - Train Num_policy_tokens: 9084.9634
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2025-12-20 16:49:56 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:49:56 - INFO - Train Policy_error: 0.3329
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2025-12-20 16:49:56 - INFO - Train Policy_loss: 1.6578
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2025-12-20 16:49:56 - INFO - Train Value_loss: 17.2988
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2025-12-20 16:49:56 - INFO - Train Value_mae: 3.9773
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2025-12-20 16:49:56 - INFO - Train Value_mse: 17.2988
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2025-12-20 16:49:56 - INFO - Val Loss: 2.0297
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2025-12-20 16:49:56 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:49:56 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:49:56 - INFO - Val Policy_error: 0.3323
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2025-12-20 16:49:56 - INFO - Val Policy_loss: 1.6672
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2025-12-20 16:49:56 - INFO - Val Value_loss: 18.0813
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2025-12-20 16:49:56 - INFO - Val Value_mae: 4.0641
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2025-12-20 16:49:56 - INFO - Val Value_mse: 18.0813
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2025-12-20 16:56:28 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:56:28 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 16:56:28 - INFO -
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2025-12-20 16:56:28 - INFO - Epoch 27/50 Summary:
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2025-12-20 16:56:28 - INFO - Train Loss: 2.0031
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2025-12-20 16:56:28 - INFO - Train Num_policy_tokens: 9084.8319
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2025-12-20 16:56:28 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:56:28 - INFO - Train Policy_error: 0.3329
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2025-12-20 16:56:28 - INFO - Train Policy_loss: 1.6575
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2025-12-20 16:56:28 - INFO - Train Value_loss: 17.2885
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2025-12-20 16:56:28 - INFO - Train Value_mae: 3.9745
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2025-12-20 16:56:28 - INFO - Train Value_mse: 17.2885
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2025-12-20 16:56:28 - INFO - Val Loss: 2.0273
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2025-12-20 16:56:28 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:56:28 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:56:28 - INFO - Val Policy_error: 0.3331
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2025-12-20 16:56:28 - INFO - Val Policy_loss: 1.6648
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2025-12-20 16:56:28 - INFO - Val Value_loss: 18.1062
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2025-12-20 16:56:28 - INFO - Val Value_mae: 4.0641
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2025-12-20 16:56:28 - INFO - Val Value_mse: 18.1062
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2025-12-20 17:03:00 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:03:00 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:03:00 - INFO - Epoch 28/50 Summary:
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| 711 |
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2025-12-20 17:03:00 - INFO - Train Loss: 2.0032
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| 712 |
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2025-12-20 17:03:00 - INFO - Train Num_policy_tokens: 9084.8664
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| 713 |
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2025-12-20 17:03:00 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:03:00 - INFO - Train Policy_error: 0.3328
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2025-12-20 17:03:00 - INFO - Train Policy_loss: 1.6572
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2025-12-20 17:03:00 - INFO - Train Value_loss: 17.2811
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2025-12-20 17:03:00 - INFO - Train Value_mae: 3.9740
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2025-12-20 17:03:00 - INFO - Train Value_mse: 17.2811
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2025-12-20 17:03:00 - INFO - Val Loss: 2.0273
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2025-12-20 17:03:00 - INFO - Val Num_policy_tokens: 8771.1000
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| 721 |
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2025-12-20 17:03:00 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:03:00 - INFO - Val Policy_error: 0.3329
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2025-12-20 17:03:00 - INFO - Val Policy_loss: 1.6664
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2025-12-20 17:03:00 - INFO - Val Value_loss: 18.0750
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2025-12-20 17:03:00 - INFO - Val Value_mae: 4.0687
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2025-12-20 17:03:00 - INFO - Val Value_mse: 18.0750
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2025-12-20 17:09:31 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:09:32 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:09:32 - INFO -
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| 730 |
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2025-12-20 17:09:32 - INFO - Epoch 29/50 Summary:
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| 731 |
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2025-12-20 17:09:32 - INFO - Train Loss: 2.0027
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| 732 |
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2025-12-20 17:09:32 - INFO - Train Num_policy_tokens: 9087.5754
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2025-12-20 17:09:32 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:09:32 - INFO - Train Policy_error: 0.3329
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2025-12-20 17:09:32 - INFO - Train Policy_loss: 1.6571
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2025-12-20 17:09:32 - INFO - Train Value_loss: 17.2806
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2025-12-20 17:09:32 - INFO - Train Value_mae: 3.9749
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2025-12-20 17:09:32 - INFO - Train Value_mse: 17.2806
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2025-12-20 17:09:32 - INFO - Val Loss: 2.0297
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2025-12-20 17:09:32 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:09:32 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:09:32 - INFO - Val Policy_error: 0.3328
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2025-12-20 17:09:32 - INFO - Val Policy_loss: 1.6664
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2025-12-20 17:09:32 - INFO - Val Value_loss: 18.1375
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2025-12-20 17:09:32 - INFO - Val Value_mae: 4.0719
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2025-12-20 17:09:32 - INFO - Val Value_mse: 18.1375
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2025-12-20 17:16:03 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0029_val_loss_2.0250.chkpt
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2025-12-20 17:16:04 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0029_val_loss_2.0250.chkpt
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2025-12-20 17:16:04 - INFO -
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| 750 |
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2025-12-20 17:16:04 - INFO - Epoch 30/50 Summary:
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| 751 |
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2025-12-20 17:16:04 - INFO - Train Loss: 2.0017
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| 752 |
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2025-12-20 17:16:04 - INFO - Train Num_policy_tokens: 9080.8728
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2025-12-20 17:16:04 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:16:04 - INFO - Train Policy_error: 0.3327
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2025-12-20 17:16:04 - INFO - Train Policy_loss: 1.6567
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2025-12-20 17:16:04 - INFO - Train Value_loss: 17.2675
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2025-12-20 17:16:04 - INFO - Train Value_mae: 3.9726
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2025-12-20 17:16:04 - INFO - Train Value_mse: 17.2675
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2025-12-20 17:16:04 - INFO - Val Loss: 2.0250
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2025-12-20 17:16:04 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:16:04 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:16:04 - INFO - Val Policy_error: 0.3328
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2025-12-20 17:16:04 - INFO - Val Policy_loss: 1.6656
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2025-12-20 17:16:04 - INFO - Val Value_loss: 17.9125
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2025-12-20 17:16:04 - INFO - Val Value_mae: 4.0516
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2025-12-20 17:16:04 - INFO - Val Value_mse: 17.9125
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2025-12-20 17:22:35 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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| 768 |
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2025-12-20 17:22:35 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:22:35 - INFO -
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| 770 |
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2025-12-20 17:22:35 - INFO - Epoch 31/50 Summary:
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| 771 |
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2025-12-20 17:22:35 - INFO - Train Loss: 2.0019
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| 772 |
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2025-12-20 17:22:35 - INFO - Train Num_policy_tokens: 9080.4159
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| 773 |
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2025-12-20 17:22:35 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:22:35 - INFO - Train Policy_error: 0.3328
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2025-12-20 17:22:35 - INFO - Train Policy_loss: 1.6570
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2025-12-20 17:22:35 - INFO - Train Value_loss: 17.2654
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2025-12-20 17:22:35 - INFO - Train Value_mae: 3.9724
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2025-12-20 17:22:35 - INFO - Train Value_mse: 17.2654
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2025-12-20 17:22:35 - INFO - Val Loss: 2.0281
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2025-12-20 17:22:35 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:22:35 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:22:35 - INFO - Val Policy_error: 0.3328
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2025-12-20 17:22:35 - INFO - Val Policy_loss: 1.6656
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2025-12-20 17:22:35 - INFO - Val Value_loss: 18.0625
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2025-12-20 17:22:35 - INFO - Val Value_mae: 4.0641
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2025-12-20 17:22:35 - INFO - Val Value_mse: 18.0625
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2025-12-20 17:29:06 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:29:06 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:29:06 - INFO -
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| 790 |
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2025-12-20 17:29:06 - INFO - Epoch 32/50 Summary:
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| 791 |
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2025-12-20 17:29:06 - INFO - Train Loss: 2.0024
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| 792 |
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2025-12-20 17:29:06 - INFO - Train Num_policy_tokens: 9086.2478
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| 793 |
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2025-12-20 17:29:06 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:29:06 - INFO - Train Policy_error: 0.3328
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2025-12-20 17:29:06 - INFO - Train Policy_loss: 1.6574
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2025-12-20 17:29:06 - INFO - Train Value_loss: 17.2633
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2025-12-20 17:29:06 - INFO - Train Value_mae: 3.9718
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2025-12-20 17:29:06 - INFO - Train Value_mse: 17.2633
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2025-12-20 17:29:06 - INFO - Val Loss: 2.0281
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2025-12-20 17:29:06 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:29:06 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:29:06 - INFO - Val Policy_error: 0.3323
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2025-12-20 17:29:06 - INFO - Val Policy_loss: 1.6656
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2025-12-20 17:29:06 - INFO - Val Value_loss: 18.0813
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2025-12-20 17:29:06 - INFO - Val Value_mae: 4.0672
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2025-12-20 17:29:06 - INFO - Val Value_mse: 18.0813
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2025-12-20 17:35:37 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:35:38 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:35:38 - INFO -
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| 810 |
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2025-12-20 17:35:38 - INFO - Epoch 33/50 Summary:
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| 811 |
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2025-12-20 17:35:38 - INFO - Train Loss: 2.0022
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| 812 |
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2025-12-20 17:35:38 - INFO - Train Num_policy_tokens: 9086.1616
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2025-12-20 17:35:38 - INFO - Train Num_value_predictions: 20.0000
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| 814 |
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2025-12-20 17:35:38 - INFO - Train Policy_error: 0.3327
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2025-12-20 17:35:38 - INFO - Train Policy_loss: 1.6572
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2025-12-20 17:35:38 - INFO - Train Value_loss: 17.2596
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2025-12-20 17:35:38 - INFO - Train Value_mae: 3.9715
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2025-12-20 17:35:38 - INFO - Train Value_mse: 17.2596
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2025-12-20 17:35:38 - INFO - Val Loss: 2.0250
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2025-12-20 17:35:38 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:35:38 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:35:38 - INFO - Val Policy_error: 0.3324
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2025-12-20 17:35:38 - INFO - Val Policy_loss: 1.6648
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2025-12-20 17:35:38 - INFO - Val Value_loss: 18.0125
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2025-12-20 17:35:38 - INFO - Val Value_mae: 4.0641
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2025-12-20 17:35:38 - INFO - Val Value_mse: 18.0125
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2025-12-20 17:42:10 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:42:10 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:42:10 - INFO -
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| 830 |
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2025-12-20 17:42:10 - INFO - Epoch 34/50 Summary:
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| 831 |
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2025-12-20 17:42:10 - INFO - Train Loss: 2.0018
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| 832 |
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2025-12-20 17:42:10 - INFO - Train Num_policy_tokens: 9084.6961
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2025-12-20 17:42:10 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:42:10 - INFO - Train Policy_error: 0.3326
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2025-12-20 17:42:10 - INFO - Train Policy_loss: 1.6572
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2025-12-20 17:42:10 - INFO - Train Value_loss: 17.2570
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2025-12-20 17:42:10 - INFO - Train Value_mae: 3.9694
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2025-12-20 17:42:10 - INFO - Train Value_mse: 17.2570
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2025-12-20 17:42:10 - INFO - Val Loss: 2.0281
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2025-12-20 17:42:10 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:42:10 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:42:10 - INFO - Val Policy_error: 0.3325
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2025-12-20 17:42:10 - INFO - Val Policy_loss: 1.6656
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2025-12-20 17:42:10 - INFO - Val Value_loss: 18.0500
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2025-12-20 17:42:10 - INFO - Val Value_mae: 4.0609
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2025-12-20 17:42:10 - INFO - Val Value_mse: 18.0500
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2025-12-20 17:48:41 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:48:41 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:48:41 - INFO -
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| 850 |
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2025-12-20 17:48:41 - INFO - Epoch 35/50 Summary:
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| 851 |
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2025-12-20 17:48:41 - INFO - Train Loss: 2.0018
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| 852 |
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2025-12-20 17:48:41 - INFO - Train Num_policy_tokens: 9086.0539
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2025-12-20 17:48:41 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:48:41 - INFO - Train Policy_error: 0.3326
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2025-12-20 17:48:41 - INFO - Train Policy_loss: 1.6570
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2025-12-20 17:48:41 - INFO - Train Value_loss: 17.2375
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2025-12-20 17:48:41 - INFO - Train Value_mae: 3.9679
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2025-12-20 17:48:41 - INFO - Train Value_mse: 17.2375
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2025-12-20 17:48:41 - INFO - Val Loss: 2.0281
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2025-12-20 17:48:41 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:48:41 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:48:41 - INFO - Val Policy_error: 0.3326
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2025-12-20 17:48:41 - INFO - Val Policy_loss: 1.6656
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2025-12-20 17:48:41 - INFO - Val Value_loss: 18.1062
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2025-12-20 17:48:41 - INFO - Val Value_mae: 4.0656
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2025-12-20 17:48:41 - INFO - Val Value_mse: 18.1062
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2025-12-20 17:55:12 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:55:13 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 17:55:13 - INFO -
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2025-12-20 17:55:13 - INFO - Epoch 36/50 Summary:
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2025-12-20 17:55:13 - INFO - Train Loss: 2.0009
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2025-12-20 17:55:13 - INFO - Train Num_policy_tokens: 9081.7845
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2025-12-20 17:55:13 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:55:13 - INFO - Train Policy_error: 0.3327
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2025-12-20 17:55:13 - INFO - Train Policy_loss: 1.6570
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2025-12-20 17:55:13 - INFO - Train Value_loss: 17.2175
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2025-12-20 17:55:13 - INFO - Train Value_mae: 3.9653
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2025-12-20 17:55:13 - INFO - Train Value_mse: 17.2175
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2025-12-20 17:55:13 - INFO - Val Loss: 2.0258
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2025-12-20 17:55:13 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:55:13 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:55:13 - INFO - Val Policy_error: 0.3324
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2025-12-20 17:55:13 - INFO - Val Policy_loss: 1.6656
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2025-12-20 17:55:13 - INFO - Val Value_loss: 17.9937
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2025-12-20 17:55:13 - INFO - Val Value_mae: 4.0625
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2025-12-20 17:55:13 - INFO - Val Value_mse: 17.9937
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2025-12-20 18:01:44 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0036_val_loss_2.0234.chkpt
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2025-12-20 18:01:45 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0036_val_loss_2.0234.chkpt
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2025-12-20 18:01:45 - INFO -
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2025-12-20 18:01:45 - INFO - Epoch 37/50 Summary:
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2025-12-20 18:01:45 - INFO - Train Loss: 2.0020
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2025-12-20 18:01:45 - INFO - Train Num_policy_tokens: 9080.2953
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2025-12-20 18:01:45 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:01:45 - INFO - Train Policy_error: 0.3325
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2025-12-20 18:01:45 - INFO - Train Policy_loss: 1.6570
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2025-12-20 18:01:45 - INFO - Train Value_loss: 17.2438
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2025-12-20 18:01:45 - INFO - Train Value_mae: 3.9676
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2025-12-20 18:01:45 - INFO - Train Value_mse: 17.2438
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2025-12-20 18:01:45 - INFO - Val Loss: 2.0234
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2025-12-20 18:01:45 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:01:45 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:01:45 - INFO - Val Policy_error: 0.3323
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2025-12-20 18:01:45 - INFO - Val Policy_loss: 1.6648
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2025-12-20 18:01:45 - INFO - Val Value_loss: 18.0375
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2025-12-20 18:01:45 - INFO - Val Value_mae: 4.0578
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2025-12-20 18:01:45 - INFO - Val Value_mse: 18.0375
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| 907 |
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2025-12-20 18:08:17 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 18:08:17 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 18:08:17 - INFO -
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| 910 |
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2025-12-20 18:08:17 - INFO - Epoch 38/50 Summary:
|
| 911 |
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2025-12-20 18:08:17 - INFO - Train Loss: 2.0015
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| 912 |
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2025-12-20 18:08:17 - INFO - Train Num_policy_tokens: 9084.7543
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| 913 |
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2025-12-20 18:08:17 - INFO - Train Num_value_predictions: 20.0000
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| 914 |
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2025-12-20 18:08:17 - INFO - Train Policy_error: 0.3325
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2025-12-20 18:08:17 - INFO - Train Policy_loss: 1.6568
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2025-12-20 18:08:17 - INFO - Train Value_loss: 17.2457
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2025-12-20 18:08:17 - INFO - Train Value_mae: 3.9697
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2025-12-20 18:08:17 - INFO - Train Value_mse: 17.2457
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2025-12-20 18:08:17 - INFO - Val Loss: 2.0281
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| 920 |
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2025-12-20 18:08:17 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:08:17 - INFO - Val Num_value_predictions: 19.0000
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| 922 |
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2025-12-20 18:08:17 - INFO - Val Policy_error: 0.3324
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2025-12-20 18:08:17 - INFO - Val Policy_loss: 1.6648
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2025-12-20 18:08:17 - INFO - Val Value_loss: 18.1062
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2025-12-20 18:08:17 - INFO - Val Value_mae: 4.0687
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2025-12-20 18:08:17 - INFO - Val Value_mse: 18.1062
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2025-12-20 18:14:46 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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| 928 |
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2025-12-20 18:14:47 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 18:14:47 - INFO -
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| 930 |
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2025-12-20 18:14:47 - INFO - Epoch 39/50 Summary:
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| 931 |
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2025-12-20 18:14:47 - INFO - Train Loss: 2.0019
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| 932 |
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2025-12-20 18:14:47 - INFO - Train Num_policy_tokens: 9084.6250
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| 933 |
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2025-12-20 18:14:47 - INFO - Train Num_value_predictions: 20.0000
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| 934 |
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2025-12-20 18:14:47 - INFO - Train Policy_error: 0.3326
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2025-12-20 18:14:47 - INFO - Train Policy_loss: 1.6569
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2025-12-20 18:14:47 - INFO - Train Value_loss: 17.2394
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2025-12-20 18:14:47 - INFO - Train Value_mae: 3.9682
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2025-12-20 18:14:47 - INFO - Train Value_mse: 17.2394
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2025-12-20 18:14:47 - INFO - Val Loss: 2.0234
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| 940 |
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2025-12-20 18:14:47 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:14:47 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:14:47 - INFO - Val Policy_error: 0.3320
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2025-12-20 18:14:47 - INFO - Val Policy_loss: 1.6656
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2025-12-20 18:14:47 - INFO - Val Value_loss: 18.0375
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2025-12-20 18:14:47 - INFO - Val Value_mae: 4.0594
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2025-12-20 18:14:47 - INFO - Val Value_mse: 18.0375
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2025-12-20 18:21:16 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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| 948 |
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2025-12-20 18:21:16 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 18:21:16 - INFO -
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| 950 |
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2025-12-20 18:21:16 - INFO - Epoch 40/50 Summary:
|
| 951 |
+
2025-12-20 18:21:16 - INFO - Train Loss: 2.0014
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| 952 |
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2025-12-20 18:21:16 - INFO - Train Num_policy_tokens: 9088.5409
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| 953 |
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2025-12-20 18:21:16 - INFO - Train Num_value_predictions: 20.0000
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| 954 |
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2025-12-20 18:21:16 - INFO - Train Policy_error: 0.3326
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2025-12-20 18:21:16 - INFO - Train Policy_loss: 1.6570
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2025-12-20 18:21:16 - INFO - Train Value_loss: 17.2233
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2025-12-20 18:21:16 - INFO - Train Value_mae: 3.9659
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2025-12-20 18:21:16 - INFO - Train Value_mse: 17.2233
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2025-12-20 18:21:16 - INFO - Val Loss: 2.0242
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| 960 |
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2025-12-20 18:21:16 - INFO - Val Num_policy_tokens: 8771.1000
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| 961 |
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2025-12-20 18:21:16 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:21:16 - INFO - Val Policy_error: 0.3321
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2025-12-20 18:21:16 - INFO - Val Policy_loss: 1.6648
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2025-12-20 18:21:16 - INFO - Val Value_loss: 17.9937
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2025-12-20 18:21:16 - INFO - Val Value_mae: 4.0594
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2025-12-20 18:21:16 - INFO - Val Value_mse: 17.9937
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2025-12-20 18:27:46 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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| 968 |
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2025-12-20 18:27:47 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 18:27:47 - INFO -
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| 970 |
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2025-12-20 18:27:47 - INFO - Epoch 41/50 Summary:
|
| 971 |
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2025-12-20 18:27:47 - INFO - Train Loss: 2.0010
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| 972 |
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2025-12-20 18:27:47 - INFO - Train Num_policy_tokens: 9085.9763
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| 973 |
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2025-12-20 18:27:47 - INFO - Train Num_value_predictions: 20.0000
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| 974 |
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2025-12-20 18:27:47 - INFO - Train Policy_error: 0.3326
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2025-12-20 18:27:47 - INFO - Train Policy_loss: 1.6568
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2025-12-20 18:27:47 - INFO - Train Value_loss: 17.2217
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2025-12-20 18:27:47 - INFO - Train Value_mae: 3.9660
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2025-12-20 18:27:47 - INFO - Train Value_mse: 17.2217
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2025-12-20 18:27:47 - INFO - Val Loss: 2.0234
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2025-12-20 18:27:47 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:27:47 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:27:47 - INFO - Val Policy_error: 0.3326
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2025-12-20 18:27:47 - INFO - Val Policy_loss: 1.6648
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2025-12-20 18:27:47 - INFO - Val Value_loss: 17.9875
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2025-12-20 18:27:47 - INFO - Val Value_mae: 4.0594
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2025-12-20 18:27:47 - INFO - Val Value_mse: 17.9875
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2025-12-20 18:34:17 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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| 988 |
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2025-12-20 18:34:17 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
|
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2025-12-20 18:34:17 - INFO -
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| 990 |
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2025-12-20 18:34:17 - INFO - Epoch 42/50 Summary:
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| 991 |
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2025-12-20 18:34:17 - INFO - Train Loss: 2.0010
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| 992 |
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2025-12-20 18:34:17 - INFO - Train Num_policy_tokens: 9081.7435
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2025-12-20 18:34:17 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:34:17 - INFO - Train Policy_error: 0.3323
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2025-12-20 18:34:17 - INFO - Train Policy_loss: 1.6565
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2025-12-20 18:34:17 - INFO - Train Value_loss: 17.2268
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2025-12-20 18:34:17 - INFO - Train Value_mae: 3.9650
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2025-12-20 18:34:17 - INFO - Train Value_mse: 17.2268
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2025-12-20 18:34:17 - INFO - Val Loss: 2.0234
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| 1000 |
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2025-12-20 18:34:17 - INFO - Val Num_policy_tokens: 8771.1000
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| 1001 |
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2025-12-20 18:34:17 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:34:17 - INFO - Val Policy_error: 0.3322
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2025-12-20 18:34:17 - INFO - Val Policy_loss: 1.6648
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2025-12-20 18:34:17 - INFO - Val Value_loss: 18.0000
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2025-12-20 18:34:17 - INFO - Val Value_mae: 4.0625
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2025-12-20 18:34:17 - INFO - Val Value_mse: 18.0000
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2025-12-20 18:40:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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| 1008 |
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2025-12-20 18:40:48 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
|
| 1009 |
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2025-12-20 18:40:48 - INFO -
|
| 1010 |
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2025-12-20 18:40:48 - INFO - Epoch 43/50 Summary:
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| 1011 |
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2025-12-20 18:40:48 - INFO - Train Loss: 2.0005
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| 1012 |
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2025-12-20 18:40:48 - INFO - Train Num_policy_tokens: 9080.4591
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2025-12-20 18:40:48 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:40:48 - INFO - Train Policy_error: 0.3325
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2025-12-20 18:40:48 - INFO - Train Policy_loss: 1.6567
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2025-12-20 18:40:48 - INFO - Train Value_loss: 17.2046
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2025-12-20 18:40:48 - INFO - Train Value_mae: 3.9637
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2025-12-20 18:40:48 - INFO - Train Value_mse: 17.2046
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2025-12-20 18:40:48 - INFO - Val Loss: 2.0266
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2025-12-20 18:40:48 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:40:48 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:40:48 - INFO - Val Policy_error: 0.3320
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2025-12-20 18:40:48 - INFO - Val Policy_loss: 1.6648
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2025-12-20 18:40:48 - INFO - Val Value_loss: 18.0562
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2025-12-20 18:40:48 - INFO - Val Value_mae: 4.0656
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2025-12-20 18:40:48 - INFO - Val Value_mse: 18.0562
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2025-12-20 18:47:17 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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| 1028 |
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2025-12-20 18:47:18 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 18:47:18 - INFO -
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| 1030 |
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2025-12-20 18:47:18 - INFO - Epoch 44/50 Summary:
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| 1031 |
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2025-12-20 18:47:18 - INFO - Train Loss: 2.0011
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| 1032 |
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2025-12-20 18:47:18 - INFO - Train Num_policy_tokens: 9087.0711
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2025-12-20 18:47:18 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:47:18 - INFO - Train Policy_error: 0.3325
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2025-12-20 18:47:18 - INFO - Train Policy_loss: 1.6565
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2025-12-20 18:47:18 - INFO - Train Value_loss: 17.2171
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2025-12-20 18:47:18 - INFO - Train Value_mae: 3.9658
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2025-12-20 18:47:18 - INFO - Train Value_mse: 17.2171
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2025-12-20 18:47:18 - INFO - Val Loss: 2.0234
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2025-12-20 18:47:18 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:47:18 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:47:18 - INFO - Val Policy_error: 0.3319
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2025-12-20 18:47:18 - INFO - Val Policy_loss: 1.6648
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2025-12-20 18:47:18 - INFO - Val Value_loss: 18.0312
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2025-12-20 18:47:18 - INFO - Val Value_mae: 4.0578
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2025-12-20 18:47:18 - INFO - Val Value_mse: 18.0312
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2025-12-20 18:53:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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| 1048 |
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2025-12-20 18:53:48 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 18:53:48 - INFO -
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| 1050 |
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2025-12-20 18:53:48 - INFO - Epoch 45/50 Summary:
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2025-12-20 18:53:48 - INFO - Train Loss: 2.0006
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2025-12-20 18:53:48 - INFO - Train Num_policy_tokens: 9082.8060
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2025-12-20 18:53:48 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:53:48 - INFO - Train Policy_error: 0.3325
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2025-12-20 18:53:48 - INFO - Train Policy_loss: 1.6567
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2025-12-20 18:53:48 - INFO - Train Value_loss: 17.1923
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2025-12-20 18:53:48 - INFO - Train Value_mae: 3.9615
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2025-12-20 18:53:48 - INFO - Train Value_mse: 17.1923
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2025-12-20 18:53:48 - INFO - Val Loss: 2.0266
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2025-12-20 18:53:48 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:53:48 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:53:48 - INFO - Val Policy_error: 0.3326
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2025-12-20 18:53:48 - INFO - Val Policy_loss: 1.6648
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2025-12-20 18:53:48 - INFO - Val Value_loss: 18.0250
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2025-12-20 18:53:48 - INFO - Val Value_mae: 4.0547
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2025-12-20 18:53:48 - INFO - Val Value_mse: 18.0250
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2025-12-20 19:00:17 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 19:00:18 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 19:00:18 - INFO -
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| 1070 |
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2025-12-20 19:00:18 - INFO - Epoch 46/50 Summary:
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2025-12-20 19:00:18 - INFO - Train Loss: 2.0013
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2025-12-20 19:00:18 - INFO - Train Num_policy_tokens: 9084.8642
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2025-12-20 19:00:18 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 19:00:18 - INFO - Train Policy_error: 0.3326
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2025-12-20 19:00:18 - INFO - Train Policy_loss: 1.6569
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2025-12-20 19:00:18 - INFO - Train Value_loss: 17.2130
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2025-12-20 19:00:18 - INFO - Train Value_mae: 3.9643
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2025-12-20 19:00:18 - INFO - Train Value_mse: 17.2130
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2025-12-20 19:00:18 - INFO - Val Loss: 2.0250
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2025-12-20 19:00:18 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 19:00:18 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 19:00:18 - INFO - Val Policy_error: 0.3325
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2025-12-20 19:00:18 - INFO - Val Policy_loss: 1.6648
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2025-12-20 19:00:18 - INFO - Val Value_loss: 18.0437
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2025-12-20 19:00:18 - INFO - Val Value_mae: 4.0594
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2025-12-20 19:00:18 - INFO - Val Value_mse: 18.0437
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2025-12-20 19:06:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 19:06:48 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
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2025-12-20 19:06:48 - INFO -
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2025-12-20 19:06:48 - INFO - Epoch 47/50 Summary:
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2025-12-20 19:06:48 - INFO - Train Loss: 2.0007
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2025-12-20 19:06:48 - INFO - Train Num_policy_tokens: 9084.3103
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2025-12-20 19:06:48 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 19:06:48 - INFO - Train Policy_error: 0.3325
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2025-12-20 19:06:48 - INFO - Train Policy_loss: 1.6570
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2025-12-20 19:06:48 - INFO - Train Value_loss: 17.1967
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2025-12-20 19:06:48 - INFO - Train Value_mae: 3.9609
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2025-12-20 19:06:48 - INFO - Train Value_mse: 17.1967
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2025-12-20 19:06:48 - INFO - Val Loss: 2.0234
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2025-12-20 19:06:48 - INFO - Val Num_policy_tokens: 8771.1000
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| 1101 |
+
2025-12-20 19:06:48 - INFO - Val Num_value_predictions: 19.0000
|
| 1102 |
+
2025-12-20 19:06:48 - INFO - Val Policy_error: 0.3320
|
| 1103 |
+
2025-12-20 19:06:48 - INFO - Val Policy_loss: 1.6648
|
| 1104 |
+
2025-12-20 19:06:48 - INFO - Val Value_loss: 18.0250
|
| 1105 |
+
2025-12-20 19:06:48 - INFO - Val Value_mae: 4.0594
|
| 1106 |
+
2025-12-20 19:06:48 - INFO - Val Value_mse: 18.0250
|
| 1107 |
+
2025-12-20 19:13:18 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
|
| 1108 |
+
2025-12-20 19:13:18 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
|
| 1109 |
+
2025-12-20 19:13:18 - INFO -
|
| 1110 |
+
2025-12-20 19:13:18 - INFO - Epoch 48/50 Summary:
|
| 1111 |
+
2025-12-20 19:13:18 - INFO - Train Loss: 2.0003
|
| 1112 |
+
2025-12-20 19:13:18 - INFO - Train Num_policy_tokens: 9081.2522
|
| 1113 |
+
2025-12-20 19:13:18 - INFO - Train Num_value_predictions: 20.0000
|
| 1114 |
+
2025-12-20 19:13:18 - INFO - Train Policy_error: 0.3323
|
| 1115 |
+
2025-12-20 19:13:18 - INFO - Train Policy_loss: 1.6565
|
| 1116 |
+
2025-12-20 19:13:18 - INFO - Train Value_loss: 17.1905
|
| 1117 |
+
2025-12-20 19:13:18 - INFO - Train Value_mae: 3.9604
|
| 1118 |
+
2025-12-20 19:13:18 - INFO - Train Value_mse: 17.1905
|
| 1119 |
+
2025-12-20 19:13:18 - INFO - Val Loss: 2.0250
|
| 1120 |
+
2025-12-20 19:13:18 - INFO - Val Num_policy_tokens: 8771.1000
|
| 1121 |
+
2025-12-20 19:13:18 - INFO - Val Num_value_predictions: 19.0000
|
| 1122 |
+
2025-12-20 19:13:18 - INFO - Val Policy_error: 0.3321
|
| 1123 |
+
2025-12-20 19:13:18 - INFO - Val Policy_loss: 1.6648
|
| 1124 |
+
2025-12-20 19:13:18 - INFO - Val Value_loss: 18.0188
|
| 1125 |
+
2025-12-20 19:13:18 - INFO - Val Value_mae: 4.0594
|
| 1126 |
+
2025-12-20 19:13:18 - INFO - Val Value_mse: 18.0188
|
| 1127 |
+
2025-12-20 19:19:48 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
|
| 1128 |
+
2025-12-20 19:19:48 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
|
| 1129 |
+
2025-12-20 19:19:48 - INFO -
|
| 1130 |
+
2025-12-20 19:19:48 - INFO - Epoch 49/50 Summary:
|
| 1131 |
+
2025-12-20 19:19:48 - INFO - Train Loss: 2.0013
|
| 1132 |
+
2025-12-20 19:19:48 - INFO - Train Num_policy_tokens: 9083.7392
|
| 1133 |
+
2025-12-20 19:19:48 - INFO - Train Num_value_predictions: 20.0000
|
| 1134 |
+
2025-12-20 19:19:48 - INFO - Train Policy_error: 0.3325
|
| 1135 |
+
2025-12-20 19:19:48 - INFO - Train Policy_loss: 1.6569
|
| 1136 |
+
2025-12-20 19:19:48 - INFO - Train Value_loss: 17.2205
|
| 1137 |
+
2025-12-20 19:19:48 - INFO - Train Value_mae: 3.9638
|
| 1138 |
+
2025-12-20 19:19:48 - INFO - Train Value_mse: 17.2205
|
| 1139 |
+
2025-12-20 19:19:48 - INFO - Val Loss: 2.0242
|
| 1140 |
+
2025-12-20 19:19:48 - INFO - Val Num_policy_tokens: 8771.1000
|
| 1141 |
+
2025-12-20 19:19:48 - INFO - Val Num_value_predictions: 19.0000
|
| 1142 |
+
2025-12-20 19:19:48 - INFO - Val Policy_error: 0.3323
|
| 1143 |
+
2025-12-20 19:19:48 - INFO - Val Policy_loss: 1.6648
|
| 1144 |
+
2025-12-20 19:19:48 - INFO - Val Value_loss: 17.9937
|
| 1145 |
+
2025-12-20 19:19:48 - INFO - Val Value_mae: 4.0594
|
| 1146 |
+
2025-12-20 19:19:48 - INFO - Val Value_mse: 17.9937
|
| 1147 |
+
2025-12-20 19:26:18 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
|
| 1148 |
+
2025-12-20 19:26:18 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/latest.chkpt
|
| 1149 |
+
2025-12-20 19:26:18 - INFO -
|
| 1150 |
+
2025-12-20 19:26:18 - INFO - Epoch 50/50 Summary:
|
| 1151 |
+
2025-12-20 19:26:18 - INFO - Train Loss: 2.0005
|
| 1152 |
+
2025-12-20 19:26:18 - INFO - Train Num_policy_tokens: 9084.4332
|
| 1153 |
+
2025-12-20 19:26:18 - INFO - Train Num_value_predictions: 20.0000
|
| 1154 |
+
2025-12-20 19:26:18 - INFO - Train Policy_error: 0.3325
|
| 1155 |
+
2025-12-20 19:26:18 - INFO - Train Policy_loss: 1.6565
|
| 1156 |
+
2025-12-20 19:26:18 - INFO - Train Value_loss: 17.1919
|
| 1157 |
+
2025-12-20 19:26:18 - INFO - Train Value_mae: 3.9613
|
| 1158 |
+
2025-12-20 19:26:18 - INFO - Train Value_mse: 17.1919
|
| 1159 |
+
2025-12-20 19:26:18 - INFO - Val Loss: 2.0234
|
| 1160 |
+
2025-12-20 19:26:18 - INFO - Val Num_policy_tokens: 8771.1000
|
| 1161 |
+
2025-12-20 19:26:18 - INFO - Val Num_value_predictions: 19.0000
|
| 1162 |
+
2025-12-20 19:26:18 - INFO - Val Policy_error: 0.3318
|
| 1163 |
+
2025-12-20 19:26:18 - INFO - Val Policy_loss: 1.6648
|
| 1164 |
+
2025-12-20 19:26:18 - INFO - Val Value_loss: 17.9625
|
| 1165 |
+
2025-12-20 19:26:18 - INFO - Val Value_mae: 4.0547
|
| 1166 |
+
2025-12-20 19:26:18 - INFO - Val Value_mse: 17.9625
|
| 1167 |
+
2025-12-20 19:26:21 - INFO - TensorBoard writer closed
|
| 1168 |
+
2025-12-20 19:26:21 - INFO -
|
| 1169 |
+
2025-12-20 19:26:21 - INFO - ================================================================================
|
| 1170 |
+
2025-12-20 19:26:21 - INFO - Training Complete
|
| 1171 |
+
2025-12-20 19:26:21 - INFO - ================================================================================
|
| 1172 |
+
2025-12-20 19:26:21 - INFO -
|
| 1173 |
+
2025-12-20 19:26:21 - INFO - Training completed successfully!
|
trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/config.yaml
ADDED
|
@@ -0,0 +1,89 @@
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|
| 1 |
+
id: trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06
|
| 2 |
+
desc:
|
| 3 |
+
- 'data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration1-sim200-20251220/'
|
| 4 |
+
- 'lambda_value: 0.06'
|
| 5 |
+
paths:
|
| 6 |
+
root: /home/claude/work/trigoRL
|
| 7 |
+
data: /home/claude/data
|
| 8 |
+
output: /home/claude/data/hf-trigoRL
|
| 9 |
+
data:
|
| 10 |
+
type: TGNValueDataset
|
| 11 |
+
data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration1-sim200-20251220
|
| 12 |
+
max_length: 8192
|
| 13 |
+
min_length: 10
|
| 14 |
+
max_file_size: 10000
|
| 15 |
+
tokenizer_config: {}
|
| 16 |
+
train_split: '*1..48/50'
|
| 17 |
+
val_split: 49/50
|
| 18 |
+
loader:
|
| 19 |
+
batch_size: 20
|
| 20 |
+
shuffle: true
|
| 21 |
+
num_workers: 0
|
| 22 |
+
pin_memory: true
|
| 23 |
+
model:
|
| 24 |
+
type: ValueCausalLoss
|
| 25 |
+
config:
|
| 26 |
+
model_config:
|
| 27 |
+
type: LlamaCausalLM
|
| 28 |
+
config:
|
| 29 |
+
vocab_size: 128
|
| 30 |
+
hidden_size: 64
|
| 31 |
+
num_layers: 6
|
| 32 |
+
num_heads: 8
|
| 33 |
+
num_key_value_heads: 2
|
| 34 |
+
max_seq_len: 8192
|
| 35 |
+
intermediate_size: 171
|
| 36 |
+
activation: silu
|
| 37 |
+
rms_norm_eps: 1.0e-06
|
| 38 |
+
use_cache: true
|
| 39 |
+
value_head_config:
|
| 40 |
+
hidden_dim: 64
|
| 41 |
+
intermediate_dim: 128
|
| 42 |
+
bottleneck_dim: 64
|
| 43 |
+
dropout: 0.1
|
| 44 |
+
lambda_policy: 1.0
|
| 45 |
+
lambda_value: 0.06
|
| 46 |
+
gamma: 0.99
|
| 47 |
+
territory_value_factor: 1.0
|
| 48 |
+
ignore_index: 0
|
| 49 |
+
value_id: 3
|
| 50 |
+
pad_id: 0
|
| 51 |
+
label_smoothing: 0.1
|
| 52 |
+
training:
|
| 53 |
+
epochs: 50
|
| 54 |
+
learning_rate: 0.0001
|
| 55 |
+
weight_decay: 0.01
|
| 56 |
+
warmup_steps: 50
|
| 57 |
+
max_grad_norm: 1.0
|
| 58 |
+
gradient_accumulation_steps: 1
|
| 59 |
+
epoch_size: null
|
| 60 |
+
dtype: bfloat16
|
| 61 |
+
scheduler:
|
| 62 |
+
type: inverse_sqrt
|
| 63 |
+
d_model: 64
|
| 64 |
+
lr_mul: 500.0
|
| 65 |
+
save_frequency: 1
|
| 66 |
+
keep_n_checkpoints: 3
|
| 67 |
+
save_mode: best
|
| 68 |
+
monitor:
|
| 69 |
+
field: val_loss
|
| 70 |
+
mode: min
|
| 71 |
+
log_frequency: 160
|
| 72 |
+
wandb:
|
| 73 |
+
enabled: true
|
| 74 |
+
tags:
|
| 75 |
+
- llama
|
| 76 |
+
- gqa
|
| 77 |
+
- value-head
|
| 78 |
+
- dual-head
|
| 79 |
+
- rl-discount
|
| 80 |
+
tensorboard:
|
| 81 |
+
enabled: true
|
| 82 |
+
env:
|
| 83 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 84 |
+
eval:
|
| 85 |
+
eval_frequency: 1
|
| 86 |
+
eval_batches: 50
|
| 87 |
+
device: cuda
|
| 88 |
+
seed: 42
|
| 89 |
+
deterministic: true
|
trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/events.out.tfevents.1766238987.camus.16172.0
ADDED
|
@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
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+
oid sha256:affd702f280c6a1ce83406bf0156da4845bf5362f58ad5cca7460f256c23143c
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+
size 3969
|
trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/events.out.tfevents.1766239116.camus.16864.0
ADDED
|
@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
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oid sha256:2ebc10c544b3068069646f72fa6ba413cfc0e10b54b7b1a50c6d137047d80321
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size 1531760
|
trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/train.log
ADDED
|
@@ -0,0 +1,1173 @@
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| 1 |
+
2025-12-20 13:58:32 - INFO - ================================================================================
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| 2 |
+
2025-12-20 13:58:32 - INFO - Attention Language Model Training
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| 3 |
+
2025-12-20 13:58:32 - INFO - ================================================================================
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| 4 |
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2025-12-20 13:58:32 - INFO - Experiment ID: trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06
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| 5 |
+
2025-12-20 13:58:32 - INFO - Output directory: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06
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| 6 |
+
2025-12-20 13:58:32 - INFO - Config saved to: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/config.yaml
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| 7 |
+
2025-12-20 13:58:32 - INFO - Log file: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/train.log
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| 8 |
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2025-12-20 13:58:32 - INFO -
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| 9 |
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2025-12-20 13:58:32 - INFO - Configuration:
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| 10 |
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2025-12-20 13:58:32 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
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| 11 |
+
desc:
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| 12 |
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- 'data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration1-sim200-20251220/'
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| 13 |
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- 'lambda_value: 0.06'
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| 14 |
+
paths:
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| 15 |
+
root: .
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| 16 |
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data: /home/claude/data
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| 17 |
+
output: /home/claude/data/hf-trigoRL
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| 18 |
+
data:
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| 19 |
+
type: TGNValueDataset
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| 20 |
+
data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration1-sim200-20251220/
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| 21 |
+
max_length: 8192
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| 22 |
+
min_length: 10
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| 23 |
+
max_file_size: 10000
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| 24 |
+
tokenizer_config: {}
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| 25 |
+
train_split: '*1..48/50'
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| 26 |
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val_split: 49/50
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| 27 |
+
loader:
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| 28 |
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batch_size: 20
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| 29 |
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shuffle: true
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| 30 |
+
num_workers: 0
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| 31 |
+
pin_memory: true
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| 32 |
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model:
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| 33 |
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type: ValueCausalLoss
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| 34 |
+
config:
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| 35 |
+
model_config:
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| 36 |
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type: LlamaCausalLM
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| 37 |
+
config:
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| 38 |
+
vocab_size: 128
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| 39 |
+
hidden_size: 64
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| 40 |
+
num_layers: 6
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| 41 |
+
num_heads: 8
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| 42 |
+
num_key_value_heads: 2
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| 43 |
+
max_seq_len: 8192
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| 44 |
+
intermediate_size: 171
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| 45 |
+
activation: silu
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| 46 |
+
rms_norm_eps: 1.0e-06
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| 47 |
+
use_cache: true
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| 48 |
+
value_head_config:
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| 49 |
+
hidden_dim: 64
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| 50 |
+
intermediate_dim: 128
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| 51 |
+
bottleneck_dim: 64
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| 52 |
+
dropout: 0.1
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| 53 |
+
lambda_policy: 1.0
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| 54 |
+
lambda_value: 0.06
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| 55 |
+
gamma: 0.99
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| 56 |
+
territory_value_factor: 1.0
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| 57 |
+
ignore_index: 0
|
| 58 |
+
value_id: 3
|
| 59 |
+
pad_id: 0
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| 60 |
+
label_smoothing: 0.1
|
| 61 |
+
training:
|
| 62 |
+
epochs: 50
|
| 63 |
+
learning_rate: 0.0001
|
| 64 |
+
weight_decay: 0.01
|
| 65 |
+
warmup_steps: 50
|
| 66 |
+
max_grad_norm: 1.0
|
| 67 |
+
gradient_accumulation_steps: 1
|
| 68 |
+
epoch_size: null
|
| 69 |
+
dtype: bfloat16
|
| 70 |
+
scheduler:
|
| 71 |
+
type: inverse_sqrt
|
| 72 |
+
d_model: 64
|
| 73 |
+
lr_mul: 500.0
|
| 74 |
+
save_frequency: 1
|
| 75 |
+
keep_n_checkpoints: 3
|
| 76 |
+
save_mode: best
|
| 77 |
+
monitor:
|
| 78 |
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field: val_loss
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| 79 |
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mode: min
|
| 80 |
+
log_frequency: 160
|
| 81 |
+
wandb:
|
| 82 |
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enabled: true
|
| 83 |
+
tags:
|
| 84 |
+
- llama
|
| 85 |
+
- gqa
|
| 86 |
+
- value-head
|
| 87 |
+
- dual-head
|
| 88 |
+
- rl-discount
|
| 89 |
+
tensorboard:
|
| 90 |
+
enabled: true
|
| 91 |
+
env:
|
| 92 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 93 |
+
eval:
|
| 94 |
+
eval_frequency: 1
|
| 95 |
+
eval_batches: 50
|
| 96 |
+
device: cuda
|
| 97 |
+
seed: 42
|
| 98 |
+
deterministic: true
|
| 99 |
+
|
| 100 |
+
2025-12-20 13:58:32 - INFO - ================================================================================
|
| 101 |
+
2025-12-20 13:58:32 - INFO - Setting Random Seeds
|
| 102 |
+
2025-12-20 13:58:32 - INFO - ================================================================================
|
| 103 |
+
2025-12-20 13:58:32 - INFO - Seed: 42
|
| 104 |
+
2025-12-20 13:58:32 - INFO - Deterministic: True
|
| 105 |
+
2025-12-20 13:58:32 - INFO -
|
| 106 |
+
2025-12-20 13:58:32 - INFO - Device: cuda
|
| 107 |
+
2025-12-20 13:58:32 - INFO - GPU: NVIDIA GeForce RTX 4090
|
| 108 |
+
2025-12-20 13:58:32 - INFO - Memory: 25.26 GB
|
| 109 |
+
2025-12-20 13:58:32 - INFO - ================================================================================
|
| 110 |
+
2025-12-20 13:58:32 - INFO - Creating Datasets
|
| 111 |
+
2025-12-20 13:58:32 - INFO - ================================================================================
|
| 112 |
+
2025-12-20 13:58:33 - INFO -
|
| 113 |
+
2025-12-20 13:58:33 - INFO - Datasets created:
|
| 114 |
+
2025-12-20 13:58:33 - INFO - Training: 9292 samples, 464 batches
|
| 115 |
+
2025-12-20 13:58:33 - INFO - Validation: 190 samples, 10 batches
|
| 116 |
+
2025-12-20 13:58:33 - INFO -
|
| 117 |
+
2025-12-20 13:58:33 - INFO - ================================================================================
|
| 118 |
+
2025-12-20 13:58:33 - INFO - Creating Trainer
|
| 119 |
+
2025-12-20 13:58:33 - INFO - ================================================================================
|
| 120 |
+
2025-12-20 13:58:33 - INFO -
|
| 121 |
+
2025-12-20 13:58:33 - INFO - Setting trainer environment variables from config:
|
| 122 |
+
2025-12-20 13:58:33 - INFO - CUDA_VISIBLE_DEVICES: 7 (already set, not overriding)
|
| 123 |
+
2025-12-20 13:58:33 - INFO - ================================================================================
|
| 124 |
+
2025-12-20 13:58:33 - INFO - Creating Model
|
| 125 |
+
2025-12-20 13:58:33 - INFO - ================================================================================
|
| 126 |
+
2025-12-20 13:58:33 - INFO - Converting model to dtype: torch.bfloat16
|
| 127 |
+
2025-12-20 13:58:33 - INFO -
|
| 128 |
+
2025-12-20 13:58:33 - INFO - Model created:
|
| 129 |
+
2025-12-20 13:58:33 - INFO - Type: ValueCausalLoss
|
| 130 |
+
2025-12-20 13:58:33 - INFO - Base model: LlamaCausalLM
|
| 131 |
+
2025-12-20 13:58:33 - INFO - Total parameters: 292,673
|
| 132 |
+
2025-12-20 13:58:33 - INFO - Trainable parameters: 292,673
|
| 133 |
+
2025-12-20 13:58:33 - INFO - Dtype: torch.bfloat16
|
| 134 |
+
2025-12-20 13:58:36 - INFO -
|
| 135 |
+
2025-12-20 13:58:36 - INFO - Trainer initialized:
|
| 136 |
+
2025-12-20 13:58:36 - INFO - Device: cuda
|
| 137 |
+
2025-12-20 13:58:36 - INFO - Checkpoint dir: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints
|
| 138 |
+
2025-12-20 13:58:36 - INFO - Training samples: 9292
|
| 139 |
+
2025-12-20 13:58:36 - INFO - Validation samples: 190
|
| 140 |
+
2025-12-20 13:58:36 - INFO - Batch size: 20
|
| 141 |
+
2025-12-20 13:58:36 - INFO - Gradient accumulation steps: 1
|
| 142 |
+
2025-12-20 13:58:36 - INFO - Effective batch size: 20
|
| 143 |
+
2025-12-20 13:58:36 - INFO - Epoch size: full dataset (464 batches)
|
| 144 |
+
2025-12-20 13:58:36 - INFO - Epochs: 50
|
| 145 |
+
2025-12-20 13:58:36 - INFO - Learning rate: 0.0001
|
| 146 |
+
2025-12-20 13:58:36 - INFO - Warmup steps: 50
|
| 147 |
+
2025-12-20 13:58:36 - INFO - Log frequency: every 160 examples
|
| 148 |
+
2025-12-20 13:58:36 - INFO - Wandb logging: enabled
|
| 149 |
+
2025-12-20 13:58:36 - INFO - TensorBoard logging: enabled
|
| 150 |
+
2025-12-20 13:58:36 - INFO -
|
| 151 |
+
2025-12-20 13:58:36 - INFO - ================================================================================
|
| 152 |
+
2025-12-20 13:58:36 - INFO - Starting Training
|
| 153 |
+
2025-12-20 13:58:36 - INFO - ================================================================================
|
| 154 |
+
2025-12-20 13:58:36 - INFO -
|
| 155 |
+
2025-12-20 13:58:36 - INFO - Evaluating initial model (epoch 0)...
|
| 156 |
+
2025-12-20 13:58:40 - INFO -
|
| 157 |
+
2025-12-20 13:58:40 - INFO - Initial model metrics:
|
| 158 |
+
2025-12-20 13:58:40 - INFO - Loss: 5.9750
|
| 159 |
+
2025-12-20 13:58:40 - INFO - Num_policy_tokens: 8771.1000
|
| 160 |
+
2025-12-20 13:58:40 - INFO - Num_value_predictions: 19.0000
|
| 161 |
+
2025-12-20 13:58:40 - INFO - Policy_error: 0.9957
|
| 162 |
+
2025-12-20 13:58:40 - INFO - Policy_loss: 4.9000
|
| 163 |
+
2025-12-20 13:58:40 - INFO - Value_loss: 17.9500
|
| 164 |
+
2025-12-20 13:58:40 - INFO - Value_mae: 4.0781
|
| 165 |
+
2025-12-20 13:58:40 - INFO - Value_mse: 17.9500
|
| 166 |
+
2025-12-20 13:58:40 - INFO -
|
| 167 |
+
2025-12-20 14:05:07 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0000_val_loss_2.9422.chkpt
|
| 168 |
+
2025-12-20 14:05:09 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0000_val_loss_2.9422.chkpt
|
| 169 |
+
2025-12-20 14:05:09 - INFO -
|
| 170 |
+
2025-12-20 14:05:09 - INFO - Epoch 1/50 Summary:
|
| 171 |
+
2025-12-20 14:05:09 - INFO - Train Loss: 3.4265
|
| 172 |
+
2025-12-20 14:05:09 - INFO - Train Num_policy_tokens: 9080.4138
|
| 173 |
+
2025-12-20 14:05:09 - INFO - Train Num_value_predictions: 20.0000
|
| 174 |
+
2025-12-20 14:05:09 - INFO - Train Policy_error: 0.5250
|
| 175 |
+
2025-12-20 14:05:09 - INFO - Train Policy_loss: 2.3764
|
| 176 |
+
2025-12-20 14:05:09 - INFO - Train Value_loss: 17.5152
|
| 177 |
+
2025-12-20 14:05:09 - INFO - Train Value_mae: 4.0021
|
| 178 |
+
2025-12-20 14:05:09 - INFO - Train Value_mse: 17.5152
|
| 179 |
+
2025-12-20 14:05:09 - INFO - Val Loss: 2.9422
|
| 180 |
+
2025-12-20 14:05:09 - INFO - Val Num_policy_tokens: 8771.1000
|
| 181 |
+
2025-12-20 14:05:09 - INFO - Val Num_value_predictions: 19.0000
|
| 182 |
+
2025-12-20 14:05:09 - INFO - Val Policy_error: 0.3969
|
| 183 |
+
2025-12-20 14:05:09 - INFO - Val Policy_loss: 1.8664
|
| 184 |
+
2025-12-20 14:05:09 - INFO - Val Value_loss: 17.9187
|
| 185 |
+
2025-12-20 14:05:09 - INFO - Val Value_mae: 4.0563
|
| 186 |
+
2025-12-20 14:05:09 - INFO - Val Value_mse: 17.9187
|
| 187 |
+
2025-12-20 14:11:36 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0001_val_loss_2.8500.chkpt
|
| 188 |
+
2025-12-20 14:11:37 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0001_val_loss_2.8500.chkpt
|
| 189 |
+
2025-12-20 14:11:37 - INFO -
|
| 190 |
+
2025-12-20 14:11:37 - INFO - Epoch 2/50 Summary:
|
| 191 |
+
2025-12-20 14:11:37 - INFO - Train Loss: 2.8505
|
| 192 |
+
2025-12-20 14:11:37 - INFO - Train Num_policy_tokens: 9084.1358
|
| 193 |
+
2025-12-20 14:11:37 - INFO - Train Num_value_predictions: 20.0000
|
| 194 |
+
2025-12-20 14:11:37 - INFO - Train Policy_error: 0.3749
|
| 195 |
+
2025-12-20 14:11:37 - INFO - Train Policy_loss: 1.8021
|
| 196 |
+
2025-12-20 14:11:37 - INFO - Train Value_loss: 17.4709
|
| 197 |
+
2025-12-20 14:11:37 - INFO - Train Value_mae: 4.0028
|
| 198 |
+
2025-12-20 14:11:37 - INFO - Train Value_mse: 17.4709
|
| 199 |
+
2025-12-20 14:11:37 - INFO - Val Loss: 2.8500
|
| 200 |
+
2025-12-20 14:11:37 - INFO - Val Num_policy_tokens: 8771.1000
|
| 201 |
+
2025-12-20 14:11:37 - INFO - Val Num_value_predictions: 19.0000
|
| 202 |
+
2025-12-20 14:11:37 - INFO - Val Policy_error: 0.3620
|
| 203 |
+
2025-12-20 14:11:37 - INFO - Val Policy_loss: 1.7711
|
| 204 |
+
2025-12-20 14:11:37 - INFO - Val Value_loss: 18.0375
|
| 205 |
+
2025-12-20 14:11:37 - INFO - Val Value_mae: 4.0359
|
| 206 |
+
2025-12-20 14:11:37 - INFO - Val Value_mse: 18.0375
|
| 207 |
+
2025-12-20 14:18:04 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0002_val_loss_2.8172.chkpt
|
| 208 |
+
2025-12-20 14:18:04 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0002_val_loss_2.8172.chkpt
|
| 209 |
+
2025-12-20 14:18:04 - INFO -
|
| 210 |
+
2025-12-20 14:18:04 - INFO - Epoch 3/50 Summary:
|
| 211 |
+
2025-12-20 14:18:04 - INFO - Train Loss: 2.7888
|
| 212 |
+
2025-12-20 14:18:04 - INFO - Train Num_policy_tokens: 9082.5366
|
| 213 |
+
2025-12-20 14:18:04 - INFO - Train Num_value_predictions: 20.0000
|
| 214 |
+
2025-12-20 14:18:04 - INFO - Train Policy_error: 0.3573
|
| 215 |
+
2025-12-20 14:18:04 - INFO - Train Policy_loss: 1.7425
|
| 216 |
+
2025-12-20 14:18:04 - INFO - Train Value_loss: 17.4304
|
| 217 |
+
2025-12-20 14:18:04 - INFO - Train Value_mae: 3.9916
|
| 218 |
+
2025-12-20 14:18:04 - INFO - Train Value_mse: 17.4304
|
| 219 |
+
2025-12-20 14:18:04 - INFO - Val Loss: 2.8172
|
| 220 |
+
2025-12-20 14:18:04 - INFO - Val Num_policy_tokens: 8771.1000
|
| 221 |
+
2025-12-20 14:18:04 - INFO - Val Num_value_predictions: 19.0000
|
| 222 |
+
2025-12-20 14:18:04 - INFO - Val Policy_error: 0.3558
|
| 223 |
+
2025-12-20 14:18:04 - INFO - Val Policy_loss: 1.7375
|
| 224 |
+
2025-12-20 14:18:04 - INFO - Val Value_loss: 17.9937
|
| 225 |
+
2025-12-20 14:18:04 - INFO - Val Value_mae: 4.0531
|
| 226 |
+
2025-12-20 14:18:04 - INFO - Val Value_mse: 17.9937
|
| 227 |
+
2025-12-20 14:24:32 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0003_val_loss_2.7938.chkpt
|
| 228 |
+
2025-12-20 14:24:32 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0003_val_loss_2.7938.chkpt
|
| 229 |
+
2025-12-20 14:24:32 - INFO -
|
| 230 |
+
2025-12-20 14:24:32 - INFO - Epoch 4/50 Summary:
|
| 231 |
+
2025-12-20 14:24:32 - INFO - Train Loss: 2.7601
|
| 232 |
+
2025-12-20 14:24:32 - INFO - Train Num_policy_tokens: 9082.0388
|
| 233 |
+
2025-12-20 14:24:32 - INFO - Train Num_value_predictions: 20.0000
|
| 234 |
+
2025-12-20 14:24:32 - INFO - Train Policy_error: 0.3504
|
| 235 |
+
2025-12-20 14:24:32 - INFO - Train Policy_loss: 1.7132
|
| 236 |
+
2025-12-20 14:24:32 - INFO - Train Value_loss: 17.4438
|
| 237 |
+
2025-12-20 14:24:32 - INFO - Train Value_mae: 4.0009
|
| 238 |
+
2025-12-20 14:24:32 - INFO - Train Value_mse: 17.4438
|
| 239 |
+
2025-12-20 14:24:32 - INFO - Val Loss: 2.7938
|
| 240 |
+
2025-12-20 14:24:32 - INFO - Val Num_policy_tokens: 8771.1000
|
| 241 |
+
2025-12-20 14:24:32 - INFO - Val Num_value_predictions: 19.0000
|
| 242 |
+
2025-12-20 14:24:32 - INFO - Val Policy_error: 0.3480
|
| 243 |
+
2025-12-20 14:24:32 - INFO - Val Policy_loss: 1.7133
|
| 244 |
+
2025-12-20 14:24:32 - INFO - Val Value_loss: 18.0063
|
| 245 |
+
2025-12-20 14:24:32 - INFO - Val Value_mae: 4.0641
|
| 246 |
+
2025-12-20 14:24:32 - INFO - Val Value_mse: 18.0063
|
| 247 |
+
2025-12-20 14:31:00 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0004_val_loss_2.7828.chkpt
|
| 248 |
+
2025-12-20 14:31:01 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0004_val_loss_2.7828.chkpt
|
| 249 |
+
2025-12-20 14:31:01 - INFO -
|
| 250 |
+
2025-12-20 14:31:01 - INFO - Epoch 5/50 Summary:
|
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2025-12-20 14:31:01 - INFO - Train Loss: 2.7422
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2025-12-20 14:31:01 - INFO - Train Num_policy_tokens: 9087.8750
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2025-12-20 14:31:01 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:31:01 - INFO - Train Policy_error: 0.3453
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2025-12-20 14:31:01 - INFO - Train Policy_loss: 1.6951
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2025-12-20 14:31:01 - INFO - Train Value_loss: 17.4557
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2025-12-20 14:31:01 - INFO - Train Value_mae: 3.9996
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2025-12-20 14:31:01 - INFO - Train Value_mse: 17.4557
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2025-12-20 14:31:01 - INFO - Val Loss: 2.7828
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2025-12-20 14:31:01 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:31:01 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:31:01 - INFO - Val Policy_error: 0.3445
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2025-12-20 14:31:01 - INFO - Val Policy_loss: 1.7000
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2025-12-20 14:31:01 - INFO - Val Value_loss: 18.0437
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2025-12-20 14:31:01 - INFO - Val Value_mae: 4.0594
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2025-12-20 14:31:01 - INFO - Val Value_mse: 18.0437
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2025-12-20 14:37:28 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0005_val_loss_2.7703.chkpt
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2025-12-20 14:37:29 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0005_val_loss_2.7703.chkpt
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2025-12-20 14:37:29 - INFO -
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2025-12-20 14:37:29 - INFO - Epoch 6/50 Summary:
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2025-12-20 14:37:29 - INFO - Train Loss: 2.7299
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2025-12-20 14:37:29 - INFO - Train Num_policy_tokens: 9083.4591
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2025-12-20 14:37:29 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:37:29 - INFO - Train Policy_error: 0.3421
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2025-12-20 14:37:29 - INFO - Train Policy_loss: 1.6850
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2025-12-20 14:37:29 - INFO - Train Value_loss: 17.4203
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2025-12-20 14:37:29 - INFO - Train Value_mae: 3.9933
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2025-12-20 14:37:29 - INFO - Train Value_mse: 17.4203
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2025-12-20 14:37:29 - INFO - Val Loss: 2.7703
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2025-12-20 14:37:29 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:37:29 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:37:29 - INFO - Val Policy_error: 0.3423
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2025-12-20 14:37:29 - INFO - Val Policy_loss: 1.6891
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2025-12-20 14:37:29 - INFO - Val Value_loss: 18.0000
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2025-12-20 14:37:29 - INFO - Val Value_mae: 4.0625
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2025-12-20 14:37:29 - INFO - Val Value_mse: 18.0000
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2025-12-20 14:43:57 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 14:43:57 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 14:43:57 - INFO -
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2025-12-20 14:43:57 - INFO - Epoch 7/50 Summary:
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2025-12-20 14:43:57 - INFO - Train Loss: 2.7239
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2025-12-20 14:43:57 - INFO - Train Num_policy_tokens: 9086.2047
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2025-12-20 14:43:57 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:43:57 - INFO - Train Policy_error: 0.3402
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2025-12-20 14:43:57 - INFO - Train Policy_loss: 1.6793
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2025-12-20 14:43:57 - INFO - Train Value_loss: 17.4182
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2025-12-20 14:43:57 - INFO - Train Value_mae: 3.9973
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2025-12-20 14:43:57 - INFO - Train Value_mse: 17.4182
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2025-12-20 14:43:57 - INFO - Val Loss: 2.7734
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2025-12-20 14:43:57 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:43:57 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:43:57 - INFO - Val Policy_error: 0.3403
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2025-12-20 14:43:57 - INFO - Val Policy_loss: 1.6875
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2025-12-20 14:43:57 - INFO - Val Value_loss: 18.0688
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2025-12-20 14:43:57 - INFO - Val Value_mae: 4.0594
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2025-12-20 14:43:57 - INFO - Val Value_mse: 18.0688
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2025-12-20 14:50:25 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0007_val_loss_2.7672.chkpt
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2025-12-20 14:50:25 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0007_val_loss_2.7672.chkpt
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2025-12-20 14:50:25 - INFO -
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2025-12-20 14:50:25 - INFO - Epoch 8/50 Summary:
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2025-12-20 14:50:25 - INFO - Train Loss: 2.7203
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2025-12-20 14:50:25 - INFO - Train Num_policy_tokens: 9083.4310
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2025-12-20 14:50:25 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:50:25 - INFO - Train Policy_error: 0.3389
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2025-12-20 14:50:25 - INFO - Train Policy_loss: 1.6759
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2025-12-20 14:50:25 - INFO - Train Value_loss: 17.4104
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2025-12-20 14:50:25 - INFO - Train Value_mae: 3.9936
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2025-12-20 14:50:25 - INFO - Train Value_mse: 17.4104
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2025-12-20 14:50:25 - INFO - Val Loss: 2.7672
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2025-12-20 14:50:25 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:50:25 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:50:25 - INFO - Val Policy_error: 0.3395
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2025-12-20 14:50:25 - INFO - Val Policy_loss: 1.6836
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2025-12-20 14:50:25 - INFO - Val Value_loss: 18.0437
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2025-12-20 14:50:25 - INFO - Val Value_mae: 4.0641
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2025-12-20 14:50:25 - INFO - Val Value_mse: 18.0437
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2025-12-20 14:56:53 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0008_val_loss_2.7609.chkpt
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2025-12-20 14:56:54 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0008_val_loss_2.7609.chkpt
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2025-12-20 14:56:54 - INFO -
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2025-12-20 14:56:54 - INFO - Epoch 9/50 Summary:
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2025-12-20 14:56:54 - INFO - Train Loss: 2.7189
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2025-12-20 14:56:54 - INFO - Train Num_policy_tokens: 9079.4030
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2025-12-20 14:56:54 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 14:56:54 - INFO - Train Policy_error: 0.3383
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2025-12-20 14:56:54 - INFO - Train Policy_loss: 1.6736
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2025-12-20 14:56:54 - INFO - Train Value_loss: 17.4184
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2025-12-20 14:56:54 - INFO - Train Value_mae: 3.9936
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2025-12-20 14:56:54 - INFO - Train Value_mse: 17.4184
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2025-12-20 14:56:54 - INFO - Val Loss: 2.7609
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2025-12-20 14:56:54 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 14:56:54 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 14:56:54 - INFO - Val Policy_error: 0.3383
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2025-12-20 14:56:54 - INFO - Val Policy_loss: 1.6805
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2025-12-20 14:56:54 - INFO - Val Value_loss: 18.0375
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2025-12-20 14:56:54 - INFO - Val Value_mae: 4.0641
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2025-12-20 14:56:54 - INFO - Val Value_mse: 18.0375
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2025-12-20 15:03:21 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:03:21 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:03:21 - INFO -
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2025-12-20 15:03:21 - INFO - Epoch 10/50 Summary:
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2025-12-20 15:03:21 - INFO - Train Loss: 2.7163
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2025-12-20 15:03:21 - INFO - Train Num_policy_tokens: 9083.3578
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2025-12-20 15:03:21 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:03:21 - INFO - Train Policy_error: 0.3376
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2025-12-20 15:03:21 - INFO - Train Policy_loss: 1.6719
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2025-12-20 15:03:21 - INFO - Train Value_loss: 17.4083
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2025-12-20 15:03:21 - INFO - Train Value_mae: 3.9942
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2025-12-20 15:03:21 - INFO - Train Value_mse: 17.4083
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2025-12-20 15:03:21 - INFO - Val Loss: 2.7609
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2025-12-20 15:03:21 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:03:21 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:03:21 - INFO - Val Policy_error: 0.3390
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2025-12-20 15:03:21 - INFO - Val Policy_loss: 1.6805
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2025-12-20 15:03:21 - INFO - Val Value_loss: 18.0312
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2025-12-20 15:03:21 - INFO - Val Value_mae: 4.0750
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2025-12-20 15:03:21 - INFO - Val Value_mse: 18.0312
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2025-12-20 15:09:49 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:09:49 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:09:49 - INFO -
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2025-12-20 15:09:49 - INFO - Epoch 11/50 Summary:
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2025-12-20 15:09:49 - INFO - Train Loss: 2.7139
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2025-12-20 15:09:49 - INFO - Train Num_policy_tokens: 9083.6466
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2025-12-20 15:09:49 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:09:49 - INFO - Train Policy_error: 0.3372
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2025-12-20 15:09:49 - INFO - Train Policy_loss: 1.6702
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2025-12-20 15:09:49 - INFO - Train Value_loss: 17.4029
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2025-12-20 15:09:49 - INFO - Train Value_mae: 3.9921
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2025-12-20 15:09:49 - INFO - Train Value_mse: 17.4029
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2025-12-20 15:09:49 - INFO - Val Loss: 2.7609
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2025-12-20 15:09:49 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:09:49 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:09:49 - INFO - Val Policy_error: 0.3387
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2025-12-20 15:09:49 - INFO - Val Policy_loss: 1.6797
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2025-12-20 15:09:49 - INFO - Val Value_loss: 18.0500
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2025-12-20 15:09:49 - INFO - Val Value_mae: 4.0594
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2025-12-20 15:09:49 - INFO - Val Value_mse: 18.0500
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2025-12-20 15:16:17 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:16:17 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:16:17 - INFO -
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2025-12-20 15:16:17 - INFO - Epoch 12/50 Summary:
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2025-12-20 15:16:17 - INFO - Train Loss: 2.7125
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2025-12-20 15:16:17 - INFO - Train Num_policy_tokens: 9083.4461
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2025-12-20 15:16:17 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:16:17 - INFO - Train Policy_error: 0.3368
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2025-12-20 15:16:17 - INFO - Train Policy_loss: 1.6692
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2025-12-20 15:16:17 - INFO - Train Value_loss: 17.3968
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2025-12-20 15:16:17 - INFO - Train Value_mae: 3.9909
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2025-12-20 15:16:17 - INFO - Train Value_mse: 17.3968
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2025-12-20 15:16:17 - INFO - Val Loss: 2.7625
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2025-12-20 15:16:17 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:16:17 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:16:17 - INFO - Val Policy_error: 0.3377
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2025-12-20 15:16:17 - INFO - Val Policy_loss: 1.6781
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2025-12-20 15:16:17 - INFO - Val Value_loss: 18.0375
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2025-12-20 15:16:17 - INFO - Val Value_mae: 4.0719
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2025-12-20 15:16:17 - INFO - Val Value_mse: 18.0375
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2025-12-20 15:22:45 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0012_val_loss_2.7594.chkpt
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2025-12-20 15:22:46 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0012_val_loss_2.7594.chkpt
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2025-12-20 15:22:46 - INFO -
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2025-12-20 15:22:46 - INFO - Epoch 13/50 Summary:
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2025-12-20 15:22:46 - INFO - Train Loss: 2.7113
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2025-12-20 15:22:46 - INFO - Train Num_policy_tokens: 9077.3448
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2025-12-20 15:22:46 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:22:46 - INFO - Train Policy_error: 0.3365
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2025-12-20 15:22:46 - INFO - Train Policy_loss: 1.6684
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2025-12-20 15:22:46 - INFO - Train Value_loss: 17.3824
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2025-12-20 15:22:46 - INFO - Train Value_mae: 3.9882
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2025-12-20 15:22:46 - INFO - Train Value_mse: 17.3824
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2025-12-20 15:22:46 - INFO - Val Loss: 2.7594
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2025-12-20 15:22:46 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:22:46 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:22:46 - INFO - Val Policy_error: 0.3367
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2025-12-20 15:22:46 - INFO - Val Policy_loss: 1.6781
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2025-12-20 15:22:46 - INFO - Val Value_loss: 18.0375
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2025-12-20 15:22:46 - INFO - Val Value_mae: 4.0609
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2025-12-20 15:22:46 - INFO - Val Value_mse: 18.0375
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2025-12-20 15:29:13 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:29:13 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:29:13 - INFO -
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2025-12-20 15:29:13 - INFO - Epoch 14/50 Summary:
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2025-12-20 15:29:13 - INFO - Train Loss: 2.7104
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2025-12-20 15:29:13 - INFO - Train Num_policy_tokens: 9082.3685
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2025-12-20 15:29:13 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:29:13 - INFO - Train Policy_error: 0.3362
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2025-12-20 15:29:13 - INFO - Train Policy_loss: 1.6679
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2025-12-20 15:29:13 - INFO - Train Value_loss: 17.3758
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2025-12-20 15:29:13 - INFO - Train Value_mae: 3.9881
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2025-12-20 15:29:13 - INFO - Train Value_mse: 17.3758
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2025-12-20 15:29:13 - INFO - Val Loss: 2.7625
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2025-12-20 15:29:13 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:29:13 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:29:13 - INFO - Val Policy_error: 0.3375
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2025-12-20 15:29:13 - INFO - Val Policy_loss: 1.6781
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2025-12-20 15:29:13 - INFO - Val Value_loss: 18.0437
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2025-12-20 15:29:13 - INFO - Val Value_mae: 4.0609
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2025-12-20 15:29:13 - INFO - Val Value_mse: 18.0437
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2025-12-20 15:35:41 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:35:41 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:35:41 - INFO -
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2025-12-20 15:35:41 - INFO - Epoch 15/50 Summary:
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2025-12-20 15:35:41 - INFO - Train Loss: 2.7086
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2025-12-20 15:35:41 - INFO - Train Num_policy_tokens: 9080.7974
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2025-12-20 15:35:41 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:35:41 - INFO - Train Policy_error: 0.3360
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2025-12-20 15:35:41 - INFO - Train Policy_loss: 1.6673
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2025-12-20 15:35:41 - INFO - Train Value_loss: 17.3669
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2025-12-20 15:35:41 - INFO - Train Value_mae: 3.9882
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2025-12-20 15:35:41 - INFO - Train Value_mse: 17.3669
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2025-12-20 15:35:41 - INFO - Val Loss: 2.7625
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2025-12-20 15:35:41 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:35:41 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:35:41 - INFO - Val Policy_error: 0.3372
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2025-12-20 15:35:41 - INFO - Val Policy_loss: 1.6781
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2025-12-20 15:35:41 - INFO - Val Value_loss: 18.0188
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2025-12-20 15:35:41 - INFO - Val Value_mae: 4.0641
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2025-12-20 15:35:41 - INFO - Val Value_mse: 18.0188
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2025-12-20 15:42:09 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:42:09 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:42:09 - INFO -
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2025-12-20 15:42:09 - INFO - Epoch 16/50 Summary:
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2025-12-20 15:42:09 - INFO - Train Loss: 2.7086
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2025-12-20 15:42:09 - INFO - Train Num_policy_tokens: 9086.0560
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2025-12-20 15:42:09 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:42:09 - INFO - Train Policy_error: 0.3360
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2025-12-20 15:42:09 - INFO - Train Policy_loss: 1.6670
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2025-12-20 15:42:09 - INFO - Train Value_loss: 17.3644
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2025-12-20 15:42:09 - INFO - Train Value_mae: 3.9861
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2025-12-20 15:42:09 - INFO - Train Value_mse: 17.3644
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2025-12-20 15:42:09 - INFO - Val Loss: 2.7594
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2025-12-20 15:42:09 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:42:09 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:42:09 - INFO - Val Policy_error: 0.3366
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2025-12-20 15:42:09 - INFO - Val Policy_loss: 1.6773
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2025-12-20 15:42:09 - INFO - Val Value_loss: 18.0125
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2025-12-20 15:42:09 - INFO - Val Value_mae: 4.0703
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2025-12-20 15:42:09 - INFO - Val Value_mse: 18.0125
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2025-12-20 15:48:36 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0016_val_loss_2.7547.chkpt
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2025-12-20 15:48:37 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0016_val_loss_2.7547.chkpt
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2025-12-20 15:48:37 - INFO -
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2025-12-20 15:48:37 - INFO - Epoch 17/50 Summary:
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2025-12-20 15:48:37 - INFO - Train Loss: 2.7087
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2025-12-20 15:48:37 - INFO - Train Num_policy_tokens: 9084.7263
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2025-12-20 15:48:37 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:48:37 - INFO - Train Policy_error: 0.3358
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2025-12-20 15:48:37 - INFO - Train Policy_loss: 1.6669
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2025-12-20 15:48:37 - INFO - Train Value_loss: 17.3759
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2025-12-20 15:48:37 - INFO - Train Value_mae: 3.9894
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2025-12-20 15:48:37 - INFO - Train Value_mse: 17.3759
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2025-12-20 15:48:37 - INFO - Val Loss: 2.7547
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2025-12-20 15:48:37 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:48:37 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:48:37 - INFO - Val Policy_error: 0.3365
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2025-12-20 15:48:37 - INFO - Val Policy_loss: 1.6773
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2025-12-20 15:48:37 - INFO - Val Value_loss: 17.9750
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2025-12-20 15:48:37 - INFO - Val Value_mae: 4.0734
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2025-12-20 15:48:37 - INFO - Val Value_mse: 17.9750
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2025-12-20 15:55:05 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:55:05 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 15:55:05 - INFO -
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2025-12-20 15:55:05 - INFO - Epoch 18/50 Summary:
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2025-12-20 15:55:05 - INFO - Train Loss: 2.7062
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2025-12-20 15:55:05 - INFO - Train Num_policy_tokens: 9083.7780
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2025-12-20 15:55:05 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 15:55:05 - INFO - Train Policy_error: 0.3356
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2025-12-20 15:55:05 - INFO - Train Policy_loss: 1.6663
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2025-12-20 15:55:05 - INFO - Train Value_loss: 17.3365
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2025-12-20 15:55:05 - INFO - Train Value_mae: 3.9841
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2025-12-20 15:55:05 - INFO - Train Value_mse: 17.3365
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2025-12-20 15:55:05 - INFO - Val Loss: 2.7547
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2025-12-20 15:55:05 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 15:55:05 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 15:55:05 - INFO - Val Policy_error: 0.3373
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2025-12-20 15:55:05 - INFO - Val Policy_loss: 1.6758
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2025-12-20 15:55:05 - INFO - Val Value_loss: 17.9812
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2025-12-20 15:55:05 - INFO - Val Value_mae: 4.0547
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2025-12-20 15:55:05 - INFO - Val Value_mse: 17.9812
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2025-12-20 16:01:32 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 16:01:33 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 16:01:33 - INFO -
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2025-12-20 16:01:33 - INFO - Epoch 19/50 Summary:
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2025-12-20 16:01:33 - INFO - Train Loss: 2.7051
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2025-12-20 16:01:33 - INFO - Train Num_policy_tokens: 9081.5754
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2025-12-20 16:01:33 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:01:33 - INFO - Train Policy_error: 0.3355
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2025-12-20 16:01:33 - INFO - Train Policy_loss: 1.6659
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2025-12-20 16:01:33 - INFO - Train Value_loss: 17.3242
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2025-12-20 16:01:33 - INFO - Train Value_mae: 3.9816
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2025-12-20 16:01:33 - INFO - Train Value_mse: 17.3242
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2025-12-20 16:01:33 - INFO - Val Loss: 2.7547
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2025-12-20 16:01:33 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:01:33 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:01:33 - INFO - Val Policy_error: 0.3365
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2025-12-20 16:01:33 - INFO - Val Policy_loss: 1.6758
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2025-12-20 16:01:33 - INFO - Val Value_loss: 17.9875
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2025-12-20 16:01:33 - INFO - Val Value_mae: 4.0469
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2025-12-20 16:01:33 - INFO - Val Value_mse: 17.9875
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2025-12-20 16:08:00 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0019_val_loss_2.7516.chkpt
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2025-12-20 16:08:00 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0019_val_loss_2.7516.chkpt
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2025-12-20 16:08:00 - INFO -
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2025-12-20 16:08:00 - INFO - Epoch 20/50 Summary:
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2025-12-20 16:08:00 - INFO - Train Loss: 2.7041
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2025-12-20 16:08:00 - INFO - Train Num_policy_tokens: 9078.8922
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2025-12-20 16:08:00 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:08:00 - INFO - Train Policy_error: 0.3355
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2025-12-20 16:08:00 - INFO - Train Policy_loss: 1.6659
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2025-12-20 16:08:00 - INFO - Train Value_loss: 17.3106
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2025-12-20 16:08:00 - INFO - Train Value_mae: 3.9797
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2025-12-20 16:08:00 - INFO - Train Value_mse: 17.3106
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2025-12-20 16:08:00 - INFO - Val Loss: 2.7516
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2025-12-20 16:08:00 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:08:00 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:08:00 - INFO - Val Policy_error: 0.3364
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2025-12-20 16:08:00 - INFO - Val Policy_loss: 1.6758
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2025-12-20 16:08:00 - INFO - Val Value_loss: 17.9563
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2025-12-20 16:08:00 - INFO - Val Value_mae: 4.0422
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2025-12-20 16:08:00 - INFO - Val Value_mse: 17.9563
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2025-12-20 16:14:27 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0020_val_loss_2.7500.chkpt
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2025-12-20 16:14:28 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0020_val_loss_2.7500.chkpt
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2025-12-20 16:14:28 - INFO -
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2025-12-20 16:14:28 - INFO - Epoch 21/50 Summary:
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2025-12-20 16:14:28 - INFO - Train Loss: 2.7054
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2025-12-20 16:14:28 - INFO - Train Num_policy_tokens: 9082.5991
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2025-12-20 16:14:28 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:14:28 - INFO - Train Policy_error: 0.3353
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2025-12-20 16:14:28 - INFO - Train Policy_loss: 1.6656
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2025-12-20 16:14:28 - INFO - Train Value_loss: 17.3287
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2025-12-20 16:14:28 - INFO - Train Value_mae: 3.9816
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2025-12-20 16:14:28 - INFO - Train Value_mse: 17.3287
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2025-12-20 16:14:28 - INFO - Val Loss: 2.7500
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2025-12-20 16:14:28 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:14:28 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:14:28 - INFO - Val Policy_error: 0.3367
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2025-12-20 16:14:28 - INFO - Val Policy_loss: 1.6758
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2025-12-20 16:14:28 - INFO - Val Value_loss: 17.9563
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2025-12-20 16:14:28 - INFO - Val Value_mae: 4.0609
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2025-12-20 16:14:28 - INFO - Val Value_mse: 17.9563
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2025-12-20 16:20:56 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0021_val_loss_2.7469.chkpt
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2025-12-20 16:20:56 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0021_val_loss_2.7469.chkpt
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2025-12-20 16:20:56 - INFO -
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2025-12-20 16:20:56 - INFO - Epoch 22/50 Summary:
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2025-12-20 16:20:56 - INFO - Train Loss: 2.7053
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2025-12-20 16:20:56 - INFO - Train Num_policy_tokens: 9084.3513
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2025-12-20 16:20:56 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:20:56 - INFO - Train Policy_error: 0.3355
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2025-12-20 16:20:56 - INFO - Train Policy_loss: 1.6656
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2025-12-20 16:20:56 - INFO - Train Value_loss: 17.3194
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2025-12-20 16:20:56 - INFO - Train Value_mae: 3.9823
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2025-12-20 16:20:56 - INFO - Train Value_mse: 17.3194
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2025-12-20 16:20:56 - INFO - Val Loss: 2.7469
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2025-12-20 16:20:56 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:20:56 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:20:56 - INFO - Val Policy_error: 0.3360
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2025-12-20 16:20:56 - INFO - Val Policy_loss: 1.6758
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2025-12-20 16:20:56 - INFO - Val Value_loss: 17.8438
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2025-12-20 16:20:56 - INFO - Val Value_mae: 4.0391
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2025-12-20 16:20:56 - INFO - Val Value_mse: 17.8438
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2025-12-20 16:27:24 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 16:27:24 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 16:27:24 - INFO -
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2025-12-20 16:27:24 - INFO - Epoch 23/50 Summary:
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2025-12-20 16:27:24 - INFO - Train Loss: 2.7046
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2025-12-20 16:27:24 - INFO - Train Num_policy_tokens: 9083.2026
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2025-12-20 16:27:24 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:27:24 - INFO - Train Policy_error: 0.3356
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2025-12-20 16:27:24 - INFO - Train Policy_loss: 1.6665
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2025-12-20 16:27:24 - INFO - Train Value_loss: 17.2971
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2025-12-20 16:27:24 - INFO - Train Value_mae: 3.9788
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2025-12-20 16:27:24 - INFO - Train Value_mse: 17.2971
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2025-12-20 16:27:24 - INFO - Val Loss: 2.7531
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2025-12-20 16:27:24 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:27:24 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:27:24 - INFO - Val Policy_error: 0.3360
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2025-12-20 16:27:24 - INFO - Val Policy_loss: 1.6750
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2025-12-20 16:27:24 - INFO - Val Value_loss: 17.9688
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2025-12-20 16:27:24 - INFO - Val Value_mae: 4.0406
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2025-12-20 16:27:24 - INFO - Val Value_mse: 17.9688
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2025-12-20 16:33:51 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0023_val_loss_2.7437.chkpt
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2025-12-20 16:33:52 - INFO -
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2025-12-20 16:33:52 - INFO - Epoch 24/50 Summary:
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2025-12-20 16:33:52 - INFO - Train Loss: 2.7019
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2025-12-20 16:33:52 - INFO - Train Num_policy_tokens: 9078.2328
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2025-12-20 16:33:52 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:33:52 - INFO - Train Policy_error: 0.3354
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2025-12-20 16:33:52 - INFO - Train Policy_loss: 1.6659
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2025-12-20 16:33:52 - INFO - Train Value_loss: 17.2701
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2025-12-20 16:33:52 - INFO - Train Value_mae: 3.9716
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2025-12-20 16:33:52 - INFO - Train Value_mse: 17.2701
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2025-12-20 16:33:52 - INFO - Val Loss: 2.7437
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2025-12-20 16:33:52 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:33:52 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:33:52 - INFO - Val Policy_error: 0.3356
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2025-12-20 16:33:52 - INFO - Val Policy_loss: 1.6750
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2025-12-20 16:33:52 - INFO - Val Value_loss: 17.8313
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2025-12-20 16:33:52 - INFO - Val Value_mae: 4.0422
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2025-12-20 16:33:52 - INFO - Val Value_mse: 17.8313
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2025-12-20 16:40:19 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 16:40:20 - INFO -
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2025-12-20 16:40:20 - INFO - Epoch 25/50 Summary:
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2025-12-20 16:40:20 - INFO - Train Loss: 2.7005
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2025-12-20 16:40:20 - INFO - Train Num_policy_tokens: 9079.0151
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2025-12-20 16:40:20 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:40:20 - INFO - Train Policy_error: 0.3355
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2025-12-20 16:40:20 - INFO - Train Policy_loss: 1.6660
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2025-12-20 16:40:20 - INFO - Train Value_loss: 17.2461
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2025-12-20 16:40:20 - INFO - Train Value_mae: 3.9716
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2025-12-20 16:40:20 - INFO - Train Value_mse: 17.2461
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2025-12-20 16:40:20 - INFO - Val Loss: 2.7563
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2025-12-20 16:40:20 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:40:20 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:40:20 - INFO - Val Policy_error: 0.3364
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2025-12-20 16:40:20 - INFO - Val Policy_loss: 1.6758
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2025-12-20 16:40:20 - INFO - Val Value_loss: 17.9937
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2025-12-20 16:40:20 - INFO - Val Value_mae: 4.0484
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2025-12-20 16:40:20 - INFO - Val Value_mse: 17.9937
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2025-12-20 16:46:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 16:46:47 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 16:46:47 - INFO -
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2025-12-20 16:46:47 - INFO - Epoch 26/50 Summary:
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2025-12-20 16:46:47 - INFO - Train Loss: 2.7008
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2025-12-20 16:46:47 - INFO - Train Num_policy_tokens: 9084.6185
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2025-12-20 16:46:47 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:46:47 - INFO - Train Policy_error: 0.3354
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2025-12-20 16:46:47 - INFO - Train Policy_loss: 1.6660
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2025-12-20 16:46:47 - INFO - Train Value_loss: 17.2453
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2025-12-20 16:46:47 - INFO - Train Value_mae: 3.9694
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2025-12-20 16:46:47 - INFO - Train Value_mse: 17.2453
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2025-12-20 16:46:47 - INFO - Val Loss: 2.7484
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2025-12-20 16:46:47 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:46:47 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:46:47 - INFO - Val Policy_error: 0.3367
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2025-12-20 16:46:47 - INFO - Val Policy_loss: 1.6758
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2025-12-20 16:46:47 - INFO - Val Value_loss: 17.8438
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2025-12-20 16:46:47 - INFO - Val Value_mae: 4.0344
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2025-12-20 16:46:47 - INFO - Val Value_mse: 17.8438
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2025-12-20 16:53:15 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0026_val_loss_2.7406.chkpt
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2025-12-20 16:53:15 - INFO - Epoch 27/50 Summary:
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2025-12-20 16:53:15 - INFO - Train Loss: 2.6997
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2025-12-20 16:53:15 - INFO - Train Num_policy_tokens: 9084.9332
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2025-12-20 16:53:15 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:53:15 - INFO - Train Policy_error: 0.3353
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2025-12-20 16:53:15 - INFO - Train Policy_loss: 1.6656
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2025-12-20 16:53:15 - INFO - Train Value_loss: 17.2353
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2025-12-20 16:53:15 - INFO - Train Value_mae: 3.9680
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2025-12-20 16:53:15 - INFO - Train Value_mse: 17.2353
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2025-12-20 16:53:15 - INFO - Val Loss: 2.7406
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2025-12-20 16:53:15 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:53:15 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:53:15 - INFO - Val Policy_error: 0.3367
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2025-12-20 16:53:15 - INFO - Val Policy_loss: 1.6758
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2025-12-20 16:53:15 - INFO - Val Value_loss: 17.7937
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2025-12-20 16:53:15 - INFO - Val Value_mae: 4.0359
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2025-12-20 16:53:15 - INFO - Val Value_mse: 17.7937
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2025-12-20 16:59:43 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 16:59:43 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 16:59:43 - INFO -
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2025-12-20 16:59:43 - INFO - Epoch 28/50 Summary:
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2025-12-20 16:59:43 - INFO - Train Loss: 2.6985
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2025-12-20 16:59:43 - INFO - Train Num_policy_tokens: 9084.0733
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2025-12-20 16:59:43 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 16:59:43 - INFO - Train Policy_error: 0.3353
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2025-12-20 16:59:43 - INFO - Train Policy_loss: 1.6653
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2025-12-20 16:59:43 - INFO - Train Value_loss: 17.2225
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2025-12-20 16:59:43 - INFO - Train Value_mae: 3.9654
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2025-12-20 16:59:43 - INFO - Train Value_mse: 17.2225
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2025-12-20 16:59:43 - INFO - Val Loss: 2.7453
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2025-12-20 16:59:43 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 16:59:43 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 16:59:43 - INFO - Val Policy_error: 0.3369
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2025-12-20 16:59:43 - INFO - Val Policy_loss: 1.6758
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2025-12-20 16:59:43 - INFO - Val Value_loss: 17.8750
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2025-12-20 16:59:43 - INFO - Val Value_mae: 4.0563
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2025-12-20 16:59:43 - INFO - Val Value_mse: 17.8750
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2025-12-20 17:06:11 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:06:12 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:06:12 - INFO -
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2025-12-20 17:06:12 - INFO - Epoch 29/50 Summary:
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2025-12-20 17:06:12 - INFO - Train Loss: 2.6975
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2025-12-20 17:06:12 - INFO - Train Num_policy_tokens: 9080.5905
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2025-12-20 17:06:12 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:06:12 - INFO - Train Policy_error: 0.3355
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2025-12-20 17:06:12 - INFO - Train Policy_loss: 1.6656
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2025-12-20 17:06:12 - INFO - Train Value_loss: 17.2003
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2025-12-20 17:06:12 - INFO - Train Value_mae: 3.9627
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2025-12-20 17:06:12 - INFO - Train Value_mse: 17.2003
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2025-12-20 17:06:12 - INFO - Val Loss: 2.7484
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2025-12-20 17:06:12 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:06:12 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:06:12 - INFO - Val Policy_error: 0.3362
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2025-12-20 17:06:12 - INFO - Val Policy_loss: 1.6750
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2025-12-20 17:06:12 - INFO - Val Value_loss: 17.8750
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2025-12-20 17:06:12 - INFO - Val Value_mae: 4.0438
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2025-12-20 17:06:12 - INFO - Val Value_mse: 17.8750
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2025-12-20 17:12:39 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:12:40 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:12:40 - INFO -
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2025-12-20 17:12:40 - INFO - Epoch 30/50 Summary:
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2025-12-20 17:12:40 - INFO - Train Loss: 2.6969
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2025-12-20 17:12:40 - INFO - Train Num_policy_tokens: 9080.8405
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2025-12-20 17:12:40 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:12:40 - INFO - Train Policy_error: 0.3354
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2025-12-20 17:12:40 - INFO - Train Policy_loss: 1.6653
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2025-12-20 17:12:40 - INFO - Train Value_loss: 17.1937
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2025-12-20 17:12:40 - INFO - Train Value_mae: 3.9613
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2025-12-20 17:12:40 - INFO - Train Value_mse: 17.1937
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2025-12-20 17:12:40 - INFO - Val Loss: 2.7453
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2025-12-20 17:12:40 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:12:40 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:12:40 - INFO - Val Policy_error: 0.3364
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2025-12-20 17:12:40 - INFO - Val Policy_loss: 1.6758
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2025-12-20 17:12:40 - INFO - Val Value_loss: 17.8125
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2025-12-20 17:12:40 - INFO - Val Value_mae: 4.0531
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2025-12-20 17:12:40 - INFO - Val Value_mse: 17.8125
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2025-12-20 17:19:07 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0030_val_loss_2.7375.chkpt
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2025-12-20 17:19:08 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/ep0030_val_loss_2.7375.chkpt
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2025-12-20 17:19:08 - INFO -
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2025-12-20 17:19:08 - INFO - Epoch 31/50 Summary:
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2025-12-20 17:19:08 - INFO - Train Loss: 2.6979
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2025-12-20 17:19:08 - INFO - Train Num_policy_tokens: 9080.8556
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2025-12-20 17:19:08 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:19:08 - INFO - Train Policy_error: 0.3352
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2025-12-20 17:19:08 - INFO - Train Policy_loss: 1.6659
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2025-12-20 17:19:08 - INFO - Train Value_loss: 17.1976
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2025-12-20 17:19:08 - INFO - Train Value_mae: 3.9640
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2025-12-20 17:19:08 - INFO - Train Value_mse: 17.1976
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2025-12-20 17:19:08 - INFO - Val Loss: 2.7375
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2025-12-20 17:19:08 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:19:08 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:19:08 - INFO - Val Policy_error: 0.3361
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2025-12-20 17:19:08 - INFO - Val Policy_loss: 1.6750
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2025-12-20 17:19:08 - INFO - Val Value_loss: 17.7375
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2025-12-20 17:19:08 - INFO - Val Value_mae: 4.0281
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2025-12-20 17:19:08 - INFO - Val Value_mse: 17.7375
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2025-12-20 17:25:36 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:25:36 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:25:36 - INFO -
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2025-12-20 17:25:36 - INFO - Epoch 32/50 Summary:
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2025-12-20 17:25:36 - INFO - Train Loss: 2.6971
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2025-12-20 17:25:36 - INFO - Train Num_policy_tokens: 9087.4828
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2025-12-20 17:25:36 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:25:36 - INFO - Train Policy_error: 0.3354
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2025-12-20 17:25:36 - INFO - Train Policy_loss: 1.6656
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2025-12-20 17:25:36 - INFO - Train Value_loss: 17.1940
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2025-12-20 17:25:36 - INFO - Train Value_mae: 3.9601
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2025-12-20 17:25:36 - INFO - Train Value_mse: 17.1940
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2025-12-20 17:25:36 - INFO - Val Loss: 2.7437
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2025-12-20 17:25:36 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:25:36 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:25:36 - INFO - Val Policy_error: 0.3365
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2025-12-20 17:25:36 - INFO - Val Policy_loss: 1.6750
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2025-12-20 17:25:36 - INFO - Val Value_loss: 17.8375
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2025-12-20 17:25:36 - INFO - Val Value_mae: 4.0453
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2025-12-20 17:25:36 - INFO - Val Value_mse: 17.8375
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2025-12-20 17:32:03 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:32:04 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:32:04 - INFO - Epoch 33/50 Summary:
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2025-12-20 17:32:04 - INFO - Train Loss: 2.6967
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2025-12-20 17:32:04 - INFO - Train Num_policy_tokens: 9080.0668
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2025-12-20 17:32:04 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:32:04 - INFO - Train Policy_error: 0.3355
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2025-12-20 17:32:04 - INFO - Train Policy_loss: 1.6656
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2025-12-20 17:32:04 - INFO - Train Value_loss: 17.1856
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2025-12-20 17:32:04 - INFO - Train Value_mae: 3.9616
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2025-12-20 17:32:04 - INFO - Train Value_mse: 17.1856
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2025-12-20 17:32:04 - INFO - Val Loss: 2.7453
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2025-12-20 17:32:04 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:32:04 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:32:04 - INFO - Val Policy_error: 0.3359
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2025-12-20 17:32:04 - INFO - Val Policy_loss: 1.6758
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2025-12-20 17:32:04 - INFO - Val Value_loss: 17.8125
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2025-12-20 17:32:04 - INFO - Val Value_mae: 4.0328
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2025-12-20 17:32:04 - INFO - Val Value_mse: 17.8125
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2025-12-20 17:38:31 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:38:32 - INFO - Epoch 34/50 Summary:
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2025-12-20 17:38:32 - INFO - Train Loss: 2.6961
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2025-12-20 17:38:32 - INFO - Train Num_policy_tokens: 9084.3664
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2025-12-20 17:38:32 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:38:32 - INFO - Train Policy_error: 0.3354
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2025-12-20 17:38:32 - INFO - Train Policy_loss: 1.6659
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2025-12-20 17:38:32 - INFO - Train Value_loss: 17.1719
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2025-12-20 17:38:32 - INFO - Train Value_mae: 3.9584
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2025-12-20 17:38:32 - INFO - Val Loss: 2.7422
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| 840 |
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2025-12-20 17:38:32 - INFO - Val Num_policy_tokens: 8771.1000
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| 841 |
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2025-12-20 17:38:32 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:38:32 - INFO - Val Policy_error: 0.3360
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2025-12-20 17:38:32 - INFO - Val Policy_loss: 1.6758
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2025-12-20 17:38:32 - INFO - Val Value_loss: 17.8500
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2025-12-20 17:38:32 - INFO - Val Value_mae: 4.0422
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2025-12-20 17:38:32 - INFO - Val Value_mse: 17.8500
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2025-12-20 17:44:59 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 848 |
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2025-12-20 17:44:59 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:44:59 - INFO -
|
| 850 |
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2025-12-20 17:44:59 - INFO - Epoch 35/50 Summary:
|
| 851 |
+
2025-12-20 17:44:59 - INFO - Train Loss: 2.6965
|
| 852 |
+
2025-12-20 17:44:59 - INFO - Train Num_policy_tokens: 9080.7047
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| 853 |
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2025-12-20 17:44:59 - INFO - Train Num_value_predictions: 20.0000
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| 854 |
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2025-12-20 17:44:59 - INFO - Train Policy_error: 0.3354
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2025-12-20 17:44:59 - INFO - Train Policy_loss: 1.6660
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2025-12-20 17:44:59 - INFO - Train Value_loss: 17.1731
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2025-12-20 17:44:59 - INFO - Train Value_mae: 3.9574
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2025-12-20 17:44:59 - INFO - Train Value_mse: 17.1731
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2025-12-20 17:44:59 - INFO - Val Loss: 2.7453
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| 860 |
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2025-12-20 17:44:59 - INFO - Val Num_policy_tokens: 8771.1000
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| 861 |
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2025-12-20 17:44:59 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:44:59 - INFO - Val Policy_error: 0.3363
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2025-12-20 17:44:59 - INFO - Val Policy_loss: 1.6750
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2025-12-20 17:44:59 - INFO - Val Value_loss: 17.8938
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2025-12-20 17:44:59 - INFO - Val Value_mae: 4.0578
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2025-12-20 17:44:59 - INFO - Val Value_mse: 17.8938
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2025-12-20 17:51:27 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 868 |
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2025-12-20 17:51:27 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:51:27 - INFO -
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| 870 |
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2025-12-20 17:51:27 - INFO - Epoch 36/50 Summary:
|
| 871 |
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2025-12-20 17:51:27 - INFO - Train Loss: 2.6953
|
| 872 |
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2025-12-20 17:51:27 - INFO - Train Num_policy_tokens: 9081.9483
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| 873 |
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2025-12-20 17:51:27 - INFO - Train Num_value_predictions: 20.0000
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| 874 |
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2025-12-20 17:51:27 - INFO - Train Policy_error: 0.3354
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2025-12-20 17:51:27 - INFO - Train Policy_loss: 1.6658
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2025-12-20 17:51:27 - INFO - Train Value_loss: 17.1607
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2025-12-20 17:51:27 - INFO - Train Value_mae: 3.9584
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2025-12-20 17:51:27 - INFO - Train Value_mse: 17.1607
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2025-12-20 17:51:27 - INFO - Val Loss: 2.7453
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2025-12-20 17:51:27 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:51:27 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:51:27 - INFO - Val Policy_error: 0.3368
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2025-12-20 17:51:27 - INFO - Val Policy_loss: 1.6758
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2025-12-20 17:51:27 - INFO - Val Value_loss: 17.8062
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2025-12-20 17:51:27 - INFO - Val Value_mae: 4.0312
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2025-12-20 17:51:27 - INFO - Val Value_mse: 17.8062
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2025-12-20 17:57:54 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 888 |
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2025-12-20 17:57:55 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 17:57:55 - INFO -
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| 890 |
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2025-12-20 17:57:55 - INFO - Epoch 37/50 Summary:
|
| 891 |
+
2025-12-20 17:57:55 - INFO - Train Loss: 2.6945
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| 892 |
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2025-12-20 17:57:55 - INFO - Train Num_policy_tokens: 9081.6013
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2025-12-20 17:57:55 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 17:57:55 - INFO - Train Policy_error: 0.3353
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2025-12-20 17:57:55 - INFO - Train Policy_loss: 1.6654
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2025-12-20 17:57:55 - INFO - Train Value_loss: 17.1593
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2025-12-20 17:57:55 - INFO - Train Value_mae: 3.9557
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2025-12-20 17:57:55 - INFO - Train Value_mse: 17.1593
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2025-12-20 17:57:55 - INFO - Val Loss: 2.7484
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| 900 |
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2025-12-20 17:57:55 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 17:57:55 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 17:57:55 - INFO - Val Policy_error: 0.3358
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2025-12-20 17:57:55 - INFO - Val Policy_loss: 1.6750
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2025-12-20 17:57:55 - INFO - Val Value_loss: 17.8875
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2025-12-20 17:57:55 - INFO - Val Value_mae: 4.0484
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2025-12-20 17:57:55 - INFO - Val Value_mse: 17.8875
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2025-12-20 18:04:22 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 908 |
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2025-12-20 18:04:22 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
|
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+
2025-12-20 18:04:22 - INFO -
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| 910 |
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2025-12-20 18:04:22 - INFO - Epoch 38/50 Summary:
|
| 911 |
+
2025-12-20 18:04:22 - INFO - Train Loss: 2.6960
|
| 912 |
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2025-12-20 18:04:22 - INFO - Train Num_policy_tokens: 9085.5668
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2025-12-20 18:04:22 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:04:22 - INFO - Train Policy_error: 0.3354
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2025-12-20 18:04:22 - INFO - Train Policy_loss: 1.6656
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2025-12-20 18:04:22 - INFO - Train Value_loss: 17.1684
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2025-12-20 18:04:22 - INFO - Train Value_mae: 3.9569
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2025-12-20 18:04:22 - INFO - Train Value_mse: 17.1684
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2025-12-20 18:04:22 - INFO - Val Loss: 2.7500
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2025-12-20 18:04:22 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:04:22 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:04:22 - INFO - Val Policy_error: 0.3362
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2025-12-20 18:04:22 - INFO - Val Policy_loss: 1.6750
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2025-12-20 18:04:22 - INFO - Val Value_loss: 17.9187
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2025-12-20 18:04:22 - INFO - Val Value_mae: 4.0469
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2025-12-20 18:04:22 - INFO - Val Value_mse: 17.9187
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2025-12-20 18:10:50 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 928 |
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2025-12-20 18:10:50 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 18:10:50 - INFO -
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| 930 |
+
2025-12-20 18:10:50 - INFO - Epoch 39/50 Summary:
|
| 931 |
+
2025-12-20 18:10:50 - INFO - Train Loss: 2.6940
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| 932 |
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2025-12-20 18:10:50 - INFO - Train Num_policy_tokens: 9086.6358
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2025-12-20 18:10:50 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:10:50 - INFO - Train Policy_error: 0.3354
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2025-12-20 18:10:50 - INFO - Train Policy_loss: 1.6655
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2025-12-20 18:10:50 - INFO - Train Value_loss: 17.1443
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2025-12-20 18:10:50 - INFO - Train Value_mae: 3.9559
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2025-12-20 18:10:50 - INFO - Train Value_mse: 17.1443
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2025-12-20 18:10:50 - INFO - Val Loss: 2.7453
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2025-12-20 18:10:50 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:10:50 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:10:50 - INFO - Val Policy_error: 0.3359
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2025-12-20 18:10:50 - INFO - Val Policy_loss: 1.6750
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2025-12-20 18:10:50 - INFO - Val Value_loss: 17.8438
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2025-12-20 18:10:50 - INFO - Val Value_mae: 4.0438
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2025-12-20 18:10:50 - INFO - Val Value_mse: 17.8438
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2025-12-20 18:17:18 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 948 |
+
2025-12-20 18:17:18 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
|
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+
2025-12-20 18:17:18 - INFO -
|
| 950 |
+
2025-12-20 18:17:18 - INFO - Epoch 40/50 Summary:
|
| 951 |
+
2025-12-20 18:17:18 - INFO - Train Loss: 2.6938
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| 952 |
+
2025-12-20 18:17:18 - INFO - Train Num_policy_tokens: 9088.0517
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2025-12-20 18:17:18 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:17:18 - INFO - Train Policy_error: 0.3354
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2025-12-20 18:17:18 - INFO - Train Policy_loss: 1.6652
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2025-12-20 18:17:18 - INFO - Train Value_loss: 17.1478
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2025-12-20 18:17:18 - INFO - Train Value_mae: 3.9551
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2025-12-20 18:17:18 - INFO - Train Value_mse: 17.1478
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2025-12-20 18:17:18 - INFO - Val Loss: 2.7484
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2025-12-20 18:17:18 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:17:18 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:17:18 - INFO - Val Policy_error: 0.3366
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2025-12-20 18:17:18 - INFO - Val Policy_loss: 1.6758
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2025-12-20 18:17:18 - INFO - Val Value_loss: 17.8500
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2025-12-20 18:17:18 - INFO - Val Value_mae: 4.0453
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2025-12-20 18:17:18 - INFO - Val Value_mse: 17.8500
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2025-12-20 18:23:46 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 968 |
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2025-12-20 18:23:46 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
|
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+
2025-12-20 18:23:46 - INFO -
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| 970 |
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2025-12-20 18:23:46 - INFO - Epoch 41/50 Summary:
|
| 971 |
+
2025-12-20 18:23:46 - INFO - Train Loss: 2.6947
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2025-12-20 18:23:46 - INFO - Train Num_policy_tokens: 9082.6250
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2025-12-20 18:23:46 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:23:46 - INFO - Train Policy_error: 0.3354
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2025-12-20 18:23:46 - INFO - Train Policy_loss: 1.6653
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2025-12-20 18:23:46 - INFO - Train Value_loss: 17.1537
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2025-12-20 18:23:46 - INFO - Train Value_mae: 3.9543
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2025-12-20 18:23:46 - INFO - Train Value_mse: 17.1537
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2025-12-20 18:23:46 - INFO - Val Loss: 2.7484
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2025-12-20 18:23:46 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:23:46 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:23:46 - INFO - Val Policy_error: 0.3365
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2025-12-20 18:23:46 - INFO - Val Policy_loss: 1.6750
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2025-12-20 18:23:46 - INFO - Val Value_loss: 17.8875
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2025-12-20 18:23:46 - INFO - Val Value_mae: 4.0531
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2025-12-20 18:23:46 - INFO - Val Value_mse: 17.8875
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2025-12-20 18:30:14 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 18:30:14 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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+
2025-12-20 18:30:14 - INFO -
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| 990 |
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2025-12-20 18:30:14 - INFO - Epoch 42/50 Summary:
|
| 991 |
+
2025-12-20 18:30:14 - INFO - Train Loss: 2.6934
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2025-12-20 18:30:14 - INFO - Train Num_policy_tokens: 9076.9159
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2025-12-20 18:30:14 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:30:14 - INFO - Train Policy_error: 0.3353
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2025-12-20 18:30:14 - INFO - Train Policy_loss: 1.6649
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2025-12-20 18:30:14 - INFO - Train Value_loss: 17.1386
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2025-12-20 18:30:14 - INFO - Train Value_mae: 3.9532
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2025-12-20 18:30:14 - INFO - Train Value_mse: 17.1386
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2025-12-20 18:30:14 - INFO - Val Loss: 2.7594
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2025-12-20 18:30:14 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:30:14 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:30:14 - INFO - Val Policy_error: 0.3359
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2025-12-20 18:30:14 - INFO - Val Policy_loss: 1.6758
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2025-12-20 18:30:14 - INFO - Val Value_loss: 18.0375
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2025-12-20 18:30:14 - INFO - Val Value_mae: 4.0625
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2025-12-20 18:30:14 - INFO - Val Value_mse: 18.0375
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2025-12-20 18:36:42 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 18:36:42 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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+
2025-12-20 18:36:42 - INFO -
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| 1010 |
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2025-12-20 18:36:42 - INFO - Epoch 43/50 Summary:
|
| 1011 |
+
2025-12-20 18:36:42 - INFO - Train Loss: 2.6915
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2025-12-20 18:36:42 - INFO - Train Num_policy_tokens: 9079.9009
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2025-12-20 18:36:42 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:36:42 - INFO - Train Policy_error: 0.3352
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2025-12-20 18:36:42 - INFO - Train Policy_loss: 1.6650
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2025-12-20 18:36:43 - INFO - Train Value_loss: 17.1105
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2025-12-20 18:36:43 - INFO - Train Value_mae: 3.9507
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2025-12-20 18:36:43 - INFO - Train Value_mse: 17.1105
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2025-12-20 18:36:43 - INFO - Val Loss: 2.7484
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2025-12-20 18:36:43 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:36:43 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:36:43 - INFO - Val Policy_error: 0.3364
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2025-12-20 18:36:43 - INFO - Val Policy_loss: 1.6758
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2025-12-20 18:36:43 - INFO - Val Value_loss: 17.8750
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2025-12-20 18:36:43 - INFO - Val Value_mae: 4.0469
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2025-12-20 18:36:43 - INFO - Val Value_mse: 17.8750
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2025-12-20 18:43:10 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 18:43:11 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 18:43:11 - INFO -
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| 1030 |
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2025-12-20 18:43:11 - INFO - Epoch 44/50 Summary:
|
| 1031 |
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2025-12-20 18:43:11 - INFO - Train Loss: 2.6940
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2025-12-20 18:43:11 - INFO - Train Num_policy_tokens: 9079.2802
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2025-12-20 18:43:11 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 18:43:11 - INFO - Train Policy_error: 0.3353
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| 1035 |
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2025-12-20 18:43:11 - INFO - Train Policy_loss: 1.6654
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2025-12-20 18:43:11 - INFO - Train Value_loss: 17.1440
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2025-12-20 18:43:11 - INFO - Train Value_mae: 3.9540
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2025-12-20 18:43:11 - INFO - Train Value_mse: 17.1440
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2025-12-20 18:43:11 - INFO - Val Loss: 2.7484
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| 1040 |
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2025-12-20 18:43:11 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 18:43:11 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 18:43:11 - INFO - Val Policy_error: 0.3358
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| 1043 |
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2025-12-20 18:43:11 - INFO - Val Policy_loss: 1.6750
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2025-12-20 18:43:11 - INFO - Val Value_loss: 17.8938
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2025-12-20 18:43:11 - INFO - Val Value_mae: 4.0438
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2025-12-20 18:43:11 - INFO - Val Value_mse: 17.8938
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2025-12-20 18:49:38 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 1048 |
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2025-12-20 18:49:38 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 1049 |
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2025-12-20 18:49:38 - INFO -
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| 1050 |
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2025-12-20 18:49:38 - INFO - Epoch 45/50 Summary:
|
| 1051 |
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2025-12-20 18:49:38 - INFO - Train Loss: 2.6932
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| 1052 |
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2025-12-20 18:49:38 - INFO - Train Num_policy_tokens: 9082.5151
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| 1053 |
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2025-12-20 18:49:38 - INFO - Train Num_value_predictions: 20.0000
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| 1054 |
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2025-12-20 18:49:38 - INFO - Train Policy_error: 0.3354
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| 1055 |
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2025-12-20 18:49:38 - INFO - Train Policy_loss: 1.6651
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2025-12-20 18:49:38 - INFO - Train Value_loss: 17.1335
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2025-12-20 18:49:38 - INFO - Train Value_mae: 3.9525
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2025-12-20 18:49:38 - INFO - Train Value_mse: 17.1335
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| 1059 |
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2025-12-20 18:49:38 - INFO - Val Loss: 2.7516
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| 1060 |
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2025-12-20 18:49:38 - INFO - Val Num_policy_tokens: 8771.1000
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| 1061 |
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2025-12-20 18:49:38 - INFO - Val Num_value_predictions: 19.0000
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| 1062 |
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2025-12-20 18:49:38 - INFO - Val Policy_error: 0.3364
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2025-12-20 18:49:38 - INFO - Val Policy_loss: 1.6750
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2025-12-20 18:49:38 - INFO - Val Value_loss: 17.9688
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2025-12-20 18:49:38 - INFO - Val Value_mae: 4.0609
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2025-12-20 18:49:38 - INFO - Val Value_mse: 17.9688
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2025-12-20 18:56:06 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 1068 |
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2025-12-20 18:56:06 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 18:56:06 - INFO -
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| 1070 |
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2025-12-20 18:56:06 - INFO - Epoch 46/50 Summary:
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| 1071 |
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2025-12-20 18:56:06 - INFO - Train Loss: 2.6928
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| 1072 |
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2025-12-20 18:56:06 - INFO - Train Num_policy_tokens: 9081.4440
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| 1073 |
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2025-12-20 18:56:06 - INFO - Train Num_value_predictions: 20.0000
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| 1074 |
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2025-12-20 18:56:06 - INFO - Train Policy_error: 0.3353
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2025-12-20 18:56:06 - INFO - Train Policy_loss: 1.6654
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2025-12-20 18:56:06 - INFO - Train Value_loss: 17.1243
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2025-12-20 18:56:06 - INFO - Train Value_mae: 3.9512
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2025-12-20 18:56:06 - INFO - Train Value_mse: 17.1243
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2025-12-20 18:56:06 - INFO - Val Loss: 2.7531
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| 1080 |
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2025-12-20 18:56:06 - INFO - Val Num_policy_tokens: 8771.1000
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| 1081 |
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2025-12-20 18:56:06 - INFO - Val Num_value_predictions: 19.0000
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| 1082 |
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2025-12-20 18:56:06 - INFO - Val Policy_error: 0.3363
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2025-12-20 18:56:06 - INFO - Val Policy_loss: 1.6758
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2025-12-20 18:56:06 - INFO - Val Value_loss: 17.9875
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2025-12-20 18:56:06 - INFO - Val Value_mae: 4.0625
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2025-12-20 18:56:06 - INFO - Val Value_mse: 17.9875
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| 1087 |
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2025-12-20 19:02:33 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 1088 |
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2025-12-20 19:02:33 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 1089 |
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2025-12-20 19:02:33 - INFO -
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| 1090 |
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2025-12-20 19:02:33 - INFO - Epoch 47/50 Summary:
|
| 1091 |
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2025-12-20 19:02:33 - INFO - Train Loss: 2.6930
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| 1092 |
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2025-12-20 19:02:33 - INFO - Train Num_policy_tokens: 9080.8707
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| 1093 |
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2025-12-20 19:02:33 - INFO - Train Num_value_predictions: 20.0000
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| 1094 |
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2025-12-20 19:02:33 - INFO - Train Policy_error: 0.3354
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2025-12-20 19:02:33 - INFO - Train Policy_loss: 1.6655
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2025-12-20 19:02:33 - INFO - Train Value_loss: 17.1228
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2025-12-20 19:02:33 - INFO - Train Value_mae: 3.9501
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2025-12-20 19:02:33 - INFO - Train Value_mse: 17.1228
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2025-12-20 19:02:33 - INFO - Val Loss: 2.7484
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| 1100 |
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2025-12-20 19:02:33 - INFO - Val Num_policy_tokens: 8771.1000
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| 1101 |
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2025-12-20 19:02:33 - INFO - Val Num_value_predictions: 19.0000
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| 1102 |
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2025-12-20 19:02:33 - INFO - Val Policy_error: 0.3359
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2025-12-20 19:02:33 - INFO - Val Policy_loss: 1.6750
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2025-12-20 19:02:33 - INFO - Val Value_loss: 17.8813
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2025-12-20 19:02:33 - INFO - Val Value_mae: 4.0500
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2025-12-20 19:02:33 - INFO - Val Value_mse: 17.8813
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2025-12-20 19:09:01 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 1108 |
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2025-12-20 19:09:01 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 1109 |
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2025-12-20 19:09:01 - INFO -
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| 1110 |
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2025-12-20 19:09:01 - INFO - Epoch 48/50 Summary:
|
| 1111 |
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2025-12-20 19:09:01 - INFO - Train Loss: 2.6941
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| 1112 |
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2025-12-20 19:09:01 - INFO - Train Num_policy_tokens: 9087.1185
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2025-12-20 19:09:01 - INFO - Train Num_value_predictions: 20.0000
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| 1114 |
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2025-12-20 19:09:01 - INFO - Train Policy_error: 0.3353
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2025-12-20 19:09:01 - INFO - Train Policy_loss: 1.6658
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2025-12-20 19:09:01 - INFO - Train Value_loss: 17.1377
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2025-12-20 19:09:01 - INFO - Train Value_mae: 3.9526
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2025-12-20 19:09:01 - INFO - Train Value_mse: 17.1377
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2025-12-20 19:09:01 - INFO - Val Loss: 2.7469
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2025-12-20 19:09:01 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 19:09:01 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 19:09:01 - INFO - Val Policy_error: 0.3359
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2025-12-20 19:09:01 - INFO - Val Policy_loss: 1.6750
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2025-12-20 19:09:01 - INFO - Val Value_loss: 17.8750
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2025-12-20 19:09:01 - INFO - Val Value_mae: 4.0500
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2025-12-20 19:09:01 - INFO - Val Value_mse: 17.8750
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2025-12-20 19:15:28 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 1128 |
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2025-12-20 19:15:29 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 19:15:29 - INFO -
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| 1130 |
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2025-12-20 19:15:29 - INFO - Epoch 49/50 Summary:
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| 1131 |
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2025-12-20 19:15:29 - INFO - Train Loss: 2.6919
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| 1132 |
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2025-12-20 19:15:29 - INFO - Train Num_policy_tokens: 9083.4504
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2025-12-20 19:15:29 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 19:15:29 - INFO - Train Policy_error: 0.3351
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2025-12-20 19:15:29 - INFO - Train Policy_loss: 1.6648
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2025-12-20 19:15:29 - INFO - Train Value_loss: 17.1220
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2025-12-20 19:15:29 - INFO - Train Value_mae: 3.9503
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2025-12-20 19:15:29 - INFO - Train Value_mse: 17.1220
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2025-12-20 19:15:29 - INFO - Val Loss: 2.7469
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2025-12-20 19:15:29 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 19:15:29 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 19:15:29 - INFO - Val Policy_error: 0.3360
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2025-12-20 19:15:29 - INFO - Val Policy_loss: 1.6758
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2025-12-20 19:15:29 - INFO - Val Value_loss: 17.8625
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2025-12-20 19:15:29 - INFO - Val Value_mae: 4.0391
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2025-12-20 19:15:29 - INFO - Val Value_mse: 17.8625
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2025-12-20 19:21:57 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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| 1148 |
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2025-12-20 19:21:57 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.06/checkpoints/latest.chkpt
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2025-12-20 19:21:57 - INFO -
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| 1150 |
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2025-12-20 19:21:57 - INFO - Epoch 50/50 Summary:
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| 1151 |
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2025-12-20 19:21:57 - INFO - Train Loss: 2.6920
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| 1152 |
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2025-12-20 19:21:57 - INFO - Train Num_policy_tokens: 9079.9849
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2025-12-20 19:21:57 - INFO - Train Num_value_predictions: 20.0000
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2025-12-20 19:21:57 - INFO - Train Policy_error: 0.3352
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2025-12-20 19:21:57 - INFO - Train Policy_loss: 1.6654
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2025-12-20 19:21:57 - INFO - Train Value_loss: 17.1111
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2025-12-20 19:21:57 - INFO - Train Value_mae: 3.9492
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2025-12-20 19:21:57 - INFO - Train Value_mse: 17.1111
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2025-12-20 19:21:57 - INFO - Val Loss: 2.7422
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| 1160 |
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2025-12-20 19:21:57 - INFO - Val Num_policy_tokens: 8771.1000
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2025-12-20 19:21:57 - INFO - Val Num_value_predictions: 19.0000
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2025-12-20 19:21:57 - INFO - Val Policy_error: 0.3363
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2025-12-20 19:21:57 - INFO - Val Policy_loss: 1.6750
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2025-12-20 19:21:57 - INFO - Val Value_loss: 17.7750
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2025-12-20 19:21:57 - INFO - Val Value_mae: 4.0328
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2025-12-20 19:21:57 - INFO - Val Value_mse: 17.7750
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2025-12-20 19:21:59 - INFO - TensorBoard writer closed
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2025-12-20 19:21:59 - INFO -
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2025-12-20 19:21:59 - INFO - ================================================================================
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| 1170 |
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2025-12-20 19:21:59 - INFO - Training Complete
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2025-12-20 19:21:59 - INFO - ================================================================================
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2025-12-20 19:21:59 - INFO -
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2025-12-20 19:21:59 - INFO - Training completed successfully!
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