Dockerfile

FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04

# Set environment variables
ENV DEBIAN_FRONTEND=noninteractive
ENV PYTHONUNBUFFERED=1
ENV HF_HOME=/root/.cache/huggingface
ENV TRANSFORMERS_CACHE=/root/.cache/huggingface/transformers
ENV MPLCONFIGDIR=/tmp/matplotlib

# Create necessary directories with proper permissions
RUN mkdir -p /root/.cache/huggingface/transformers && \
    mkdir -p /tmp/matplotlib && \
    chmod -R 777 /root/.cache && \
    chmod -R 777 /tmp/matplotlib

# Install system dependencies
RUN apt-get update && apt-get install -y --no-install-recommends \
    build-essential \
    git \
    curl \
    ca-certificates \
    python3-pip \
    python3-dev \
    python3-setuptools \
    && rm -rf /var/lib/apt/lists/*

# Create a working directory
WORKDIR /app

# Copy requirements file
COPY requirements.txt .

# Upgrade pip and install dependencies in specific order to avoid conflicts
RUN pip3 install --no-cache-dir --upgrade pip && \
    # Install torch and torchvision first
    pip3 install --no-cache-dir torch==2.0.1 torchvision==0.15.2 && \
    # Install core dependencies
    pip3 install --no-cache-dir numpy==1.24.3 scipy==1.11.3 requests==2.31.0 && \
    # Install typing-extensions first to ensure proper version for other packages
    pip3 install --no-cache-dir typing-extensions==4.10.0 && \
    # Install huggingface dependencies
    pip3 install --no-cache-dir transformers==4.37.2 safetensors==0.4.1 huggingface_hub==0.19.4 && \
    # Install lmdeploy and its dependencies first
    pip3 install --no-cache-dir "accelerate==0.30.0" && \
    pip3 install --no-cache-dir "lmdeploy==0.5.3" && \
    # Install other acceleration libraries
    pip3 install --no-cache-dir bitsandbytes==0.41.3 && \
    # Install gradio
    pip3 install --no-cache-dir gradio==3.38.0 && \
    # Install any remaining requirements
    pip3 install --no-cache-dir packaging==23.2 pyyaml==6.0.1 tqdm==4.66.1 openai==1.6.1

# Copy the application files
COPY . .

# Make port 7860 available for the app
EXPOSE 7860

# Start the application
CMD ["python3", "app_internvl2.py"]