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+ ---
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+ license: mit
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+ ---
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+ This uv-script allows you to run batch inference on vllm over an hf dataset as long as it has a messages column.
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+
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+ Use though code
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+ ```python
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+ #!/usr/bin/env python3
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+ from dotenv import load_dotenv
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+ from huggingface_hub import HfApi
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+
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+ load_dotenv()
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+
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+ import os
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+
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+ DATASET_REPO_ID = "tytodd/test-job-dataset"
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+ SCRIPT_URL = "https://huggingface.co/datasets/modaic/batch-vllm/raw/main/generate_responses.py"
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+
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+
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+ def main() -> None:
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+ api = HfApi()
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+ job_info = api.run_uv_job(
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+ SCRIPT_URL,
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+ script_args=[
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+ DATASET_REPO_ID,
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+ DATASET_REPO_ID,
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+ "--model-id",
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+ # "Qwen/Qwen3-235B-A22B-Instruct-2507",
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+ "deepseek-ai/DeepSeek-V3.2",
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+ # "zai-org/GLM-5", # transformers > 5
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+ # "moonshotai/Kimi-K2.5",
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+ "--messages-column",
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+ "messages",
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+ ],
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+ dependencies=["transformers<5"],
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+ image="vllm/vllm-openai:latest",
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+ flavor="h200x4",
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+ secrets={"HF_TOKEN": os.getenv("HF_TOKEN")},
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+ )
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+ print(f"Created job {job_info.id}")
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+ print(job_info.url)
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+
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+
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+ if __name__ == "__main__":
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+ main()
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+ ```
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+
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+ or in cli
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+
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+ ```
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+ uvx hf jobs uv run \
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+ --flavor l4x4 \
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+ --secrets HF_TOKEN \
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+ https://huggingface.co/datasets/modaic/batch-vllm/resolve/main/generate_responses.py \
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+ username/input-dataset \
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+ username/output-dataset \
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+ --messages-column messages \
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+ --model-id Qwen/Qwen3-30B-A3B-Instruct-2507 \
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+ --temperature 0.7 \
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+ --max-tokens 16384
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+ ```