Update docker ENTRYPOINT to ensure proper argument handling

[shashankmangla]

Summary

This PR updates the ENTRYPOINT instruction in the Dockerfile to ensure that additional arguments passed to the container via docker run are correctly appended to the entrypoint command.

Before the change:

Parameter model is not passed to the entrypoint command and the default model facebook/opt-125m is loaded instead.

> sudo docker run --runtime=nvidia --gpus all -p 8000:8000 my-outlines-image --model="microsoft/phi-2"

/usr/local/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
INFO 06-12 14:45:46 llm_engine.py:161] Initializing an LLM engine (v0.5.0) with config: model='facebook/opt-125m', speculative_config=None, tokenizer='facebook/opt-125m', skip_tokenizer_init=False, tokenizer_mode=auto, revision=None, rope_scaling=None, rope_theta=None, tokenizer_revision=None, trust_remote_code=False, dtype=torch.float16, max_seq_len=2048, download_dir=None, load_format=LoadFormat.AUTO, tensor_parallel_size=1, disable_custom_all_reduce=False, quantization=None, enforce_eager=False, kv_cache_dtype=auto, quantization_param_path=None, device_config=cuda, decoding_config=DecodingConfig(guided_decoding_backend='outlines'), seed=0, served_model_name=facebook/opt-125m)

After the change:

Parameter model is correctly passed to the entrypoint command

> sudo docker run --runtime=nvidia --gpus all -p 8000:8000 my-outlines-image --model="microsoft/phi-2"

/usr/local/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
INFO 06-12 14:59:17 llm_engine.py:161] Initializing an LLM engine (v0.5.0) with config: model='microsoft/phi-2', speculative_config=None, tokenizer='microsoft/phi-2', skip_tokenizer_init=False, tokenizer_mode=auto, revision=None, rope_scaling=None, rope_theta=None, tokenizer_revision=None, trust_remote_code=False, dtype=torch.float16, max_seq_len=2048, download_dir=None, load_format=LoadFormat.AUTO, tensor_parallel_size=1, disable_custom_all_reduce=False, quantization=None, enforce_eager=False, kv_cache_dtype=auto, quantization_param_path=None, device_config=cuda, decoding_config=DecodingConfig(guided_decoding_backend='outlines'), seed=0, served_model_name=microsoft/phi-2)

[rlouf]

Thank you for contributing!

[shashankmangla]

@rlouf Thanks for reviewing and merging! Could you please clarify when the next release will be made or if the Release Docker workflow will be manually trigged?

[rlouf]

Just ran the workflow!