Instructions to use drlee1/Bungeo-8.7M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use drlee1/Bungeo-8.7M with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="drlee1/Bungeo-8.7M", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("drlee1/Bungeo-8.7M", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use drlee1/Bungeo-8.7M with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "drlee1/Bungeo-8.7M" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "drlee1/Bungeo-8.7M", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/drlee1/Bungeo-8.7M
- SGLang
How to use drlee1/Bungeo-8.7M with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "drlee1/Bungeo-8.7M" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "drlee1/Bungeo-8.7M", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "drlee1/Bungeo-8.7M" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "drlee1/Bungeo-8.7M", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use drlee1/Bungeo-8.7M with Docker Model Runner:
docker model run hf.co/drlee1/Bungeo-8.7M
Download config.json from drlee1/Bungeo-8.7M: direct link, hf CLI and curl.
- Browser
- Download file 633 Bytes
-
https://huggingface.co/drlee1/Bungeo-8.7M/resolve/main/config.json
- Command line
-
hf download hf://drlee1/Bungeo-8.7M/config.json
-
curl -L -o config.json https://huggingface.co/drlee1/Bungeo-8.7M/resolve/main/config.json
633 Bytes
| { | |
| "architectures": [ | |
| "BungeoForCausalLM" | |
| ], | |
| "auto_map": { | |
| "AutoConfig": "configuration_bungeo.BungeoConfig", | |
| "AutoModelForCausalLM": "modeling_bungeo.BungeoForCausalLM" | |
| }, | |
| "bos_token_id": 1, | |
| "dtype": "bfloat16", | |
| "eos_token_id": 2, | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 384, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 768, | |
| "max_position_embeddings": 128, | |
| "model_type": "bungeo", | |
| "num_attention_heads": 6, | |
| "num_hidden_layers": 6, | |
| "pad_token_id": 0, | |
| "tie_word_embeddings": true, | |
| "transformers_version": "5.5.0", | |
| "unk_token_id": 3, | |
| "use_cache": false, | |
| "vocab_size": 4096 | |
| } | |