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Create Dockerfile
Browse files- Dockerfile +40 -0
Dockerfile
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FROM nvidia/cuda:12.1.0-runtime-ubuntu22.04
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# Install system dependencies
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RUN apt-get update && apt-get install -y \
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git \
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python3.10 \
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python3-pip \
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&& rm -rf /var/lib/apt/lists/*
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# Set working directory
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WORKDIR /app
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# Install Python packages
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COPY requirements.txt .
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RUN pip3 install --no-cache-dir -r requirements.txt
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# Install custom FastChat version
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RUN git clone -b self-lengthen https://github.com/quanshr/FastChat.git && \
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cd FastChat && \
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pip3 install -e ".[model_worker,webui]"
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# Copy project files
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COPY . .
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# Set environment variables
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ENV CUDA_VISIBLE_DEVICES=0
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ENV WORLD_SIZE=1
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ENV RANK=0
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ENV MASTER_ADDR=localhost
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ENV MASTER_PORT=29500
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# Create startup script
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RUN echo '#!/bin/bash\n\
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cd /app/qwen\n\
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bash run.sh --base_model=$MODEL_PATH --instruct_count=$INSTRUCT_COUNT --max_iter=$MAX_ITER\n\
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python collect_data.py' > /app/start.sh && \
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chmod +x /app/start.sh
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# Command to run
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ENTRYPOINT ["/app/start.sh"]
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