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+FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
+
+# Set environment variables
+ENV DEBIAN_FRONTEND=noninteractive
+ENV PYTHONUNBUFFERED=1
+ENV HF_HOME=/app/.cache/huggingface
+ENV TRANSFORMERS_CACHE=/app/.cache/huggingface/transformers
+ENV MPLCONFIGDIR=/tmp/matplotlib
+ENV PYTORCH_CUDA_ALLOC_CONF=max_split_size_mb:128
+
+# Create necessary directories with proper permissions
+RUN mkdir -p /app/.cache/huggingface/transformers && \
+    mkdir -p /tmp/matplotlib && \
+    chmod -R 777 /app && \
+    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
+
+# Add a script to check GPU status at startup
+RUN echo '#!/bin/bash \n\
+echo "Checking NVIDIA GPU status..." \n\
+if ! command -v nvidia-smi &> /dev/null; then \n\
+    echo "WARNING: nvidia-smi command not found. NVIDIA driver might not be installed." \n\
+else \n\
+    echo "NVIDIA driver found. Running nvidia-smi:" \n\
+    nvidia-smi \n\
+fi \n\
+echo "Environment variables for GPU:" \n\
+echo "CUDA_VISIBLE_DEVICES=${CUDA_VISIBLE_DEVICES}" \n\
+echo "NVIDIA_VISIBLE_DEVICES=${NVIDIA_VISIBLE_DEVICES}" \n\
+exec "$@"' > /entrypoint.sh && \
+chmod +x /entrypoint.sh
+
+# Copy requirements file
+COPY requirements_internvl2_llama3.txt ./requirements.txt
+
+# Upgrade pip and install dependencies
+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 -r requirements.txt
+
+# Copy the application files
+COPY app_internvl2_llama3.py ./app.py
+
+# Make sure the runtime directories exist and have proper permissions
+RUN mkdir -p .cache/huggingface/transformers && \
+    chmod -R 777 .cache
+
+# Make port 7860 available for the app
+EXPOSE 7860
+
+# Use our entrypoint script to check GPU status before starting the app
+ENTRYPOINT ["/entrypoint.sh"]
+
+# Start the application
+CMD ["python3", "app.py"]