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diff --git a/3500_plus/training_config.yaml b/3500_plus/training_config.yaml
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+acceleration:
+  load_text_encoder_in_8bit: false
+  mixed_precision_mode: bf16
+  quantization: null
+checkpoints:
+  interval: 250
+  keep_last_n: 10
+  precision: bfloat16
+data:
+  num_dataloader_workers: 2
+  preprocessed_data_root: .precomputed
+flow_matching:
+  timestep_sampling_mode: shifted_logit_normal
+  timestep_sampling_params: {}
+hub:
+  hub_model_id: Alissonerdx/BFS-LTX2
+  push_to_hub: true
+lora:
+  alpha: 64
+  dropout: 0.005
+  rank: 64
+  target_modules:
+  - attn1.to_k
+  - attn1.to_q
+  - attn1.to_v
+  - attn1.to_out.0
+  - attn2.to_k
+  - attn2.to_q
+  - attn2.to_v
+  - attn2.to_out.0
+  - ff.net.0.proj
+  - ff.net.2
+model:
+  load_checkpoint: /train/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_head_swap
+  model_path: /train/models/ltx-2-19b-dev.safetensors
+  text_encoder_path: /train/models/gemma
+  training_mode: lora
+optimization:
+  batch_size: 1
+  enable_gradient_checkpointing: true
+  gradient_accumulation_steps: 1
+  learning_rate: 0.0001
+  max_grad_norm: 1.0
+  optimizer_type: adamw
+  scheduler_params: {}
+  scheduler_type: cosine_with_restarts
+  steps: 4000
+output_dir: /train/LTX-2/packages/ltx-trainer/outputs/ltx2_v2v_ic_lora_head_swap
+seed: 42
+training_strategy:
+  first_frame_conditioning_p: 1.0
+  name: video_to_video
+  reference_latents_dir: reference_latents
+validation:
+  frame_rate: 25.0
+  generate_audio: false
+  guidance_scale: 4.0
+  images:
+  - dataset/test/test_1.jpeg
+  - dataset/test/test_2.png
+  - dataset/test/test_1_swapped.png
+  - dataset/test/test_2_swapped.png
+  include_reference_in_output: true
+  inference_steps: 30
+  interval: 250
+  negative_prompt: worst quality, inconsistent motion, blurry, jittery, distorted
+  prompts:
+  - head_swap
+  - head_swap
+  - head_swap
+  - head_swap
+  reference_videos:
+  - dataset/test/sample_10138_00001-audio.mp4
+  - dataset/test/sample_10139_00001-audio.mp4
+  - dataset/test/sample_10138_00001-audio.mp4
+  - dataset/test/sample_10139_00001-audio.mp4
+  seed: 42
+  skip_initial_validation: false
+  stg_blocks:
+  - 29
+  stg_mode: stg_v
+  stg_scale: 1.0
+  video_dims: !!python/tuple
+  - 704
+  - 384
+  - 73
+  videos_per_prompt: 1
+wandb:
+  enabled: true
+  entity: null
+  log_validation_videos: true
+  project: ltx-2-trainer-28-01-2026
+  tags:
+  - ltx2
+  - ic-lora
+  - video-to-video