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Browse files- Dockerfile +70 -0
Dockerfile
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FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
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# Set environment variables
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ENV DEBIAN_FRONTEND=noninteractive
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ENV PYTHONUNBUFFERED=1
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ENV HF_HOME=/app/.cache/huggingface
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ENV TRANSFORMERS_CACHE=/app/.cache/huggingface/transformers
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ENV MPLCONFIGDIR=/tmp/matplotlib
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ENV PYTORCH_CUDA_ALLOC_CONF=max_split_size_mb:128
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# Create necessary directories with proper permissions
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RUN mkdir -p /app/.cache/huggingface/transformers && \
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mkdir -p /tmp/matplotlib && \
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chmod -R 777 /app && \
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chmod -R 777 /tmp/matplotlib
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# Install system dependencies
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RUN apt-get update && apt-get install -y --no-install-recommends \
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build-essential \
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git \
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curl \
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ca-certificates \
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python3-pip \
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python3-dev \
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python3-setuptools \
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&& rm -rf /var/lib/apt/lists/*
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# Create a working directory
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WORKDIR /app
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# Add a script to check GPU status at startup
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RUN echo '#!/bin/bash \n\
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echo "Checking NVIDIA GPU status..." \n\
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if ! command -v nvidia-smi &> /dev/null; then \n\
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echo "WARNING: nvidia-smi command not found. NVIDIA driver might not be installed." \n\
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else \n\
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echo "NVIDIA driver found. Running nvidia-smi:" \n\
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nvidia-smi \n\
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fi \n\
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echo "Environment variables for GPU:" \n\
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echo "CUDA_VISIBLE_DEVICES=${CUDA_VISIBLE_DEVICES}" \n\
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echo "NVIDIA_VISIBLE_DEVICES=${NVIDIA_VISIBLE_DEVICES}" \n\
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exec "$@"' > /entrypoint.sh && \
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chmod +x /entrypoint.sh
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# Copy requirements file
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COPY requirements_internvl2_llama3.txt ./requirements.txt
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# Upgrade pip and install dependencies
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RUN pip3 install --no-cache-dir --upgrade pip && \
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# Install torch and torchvision first
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pip3 install --no-cache-dir torch==2.0.1 torchvision==0.15.2 && \
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# Install core dependencies
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pip3 install --no-cache-dir -r requirements.txt
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# Copy the application files
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COPY app_internvl2_llama3.py ./app.py
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# Make sure the runtime directories exist and have proper permissions
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RUN mkdir -p .cache/huggingface/transformers && \
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chmod -R 777 .cache
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# Make port 7860 available for the app
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EXPOSE 7860
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# Use our entrypoint script to check GPU status before starting the app
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ENTRYPOINT ["/entrypoint.sh"]
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# Start the application
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CMD ["python3", "app.py"]
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