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# Use an official PyTorch image as the base
FROM pytorch/pytorch:latest

# Set working directory
WORKDIR /app

# Install necessary Python libraries
RUN pip install --no-cache-dir transformers datasets accelerate peft torch torchvision torchaudio sentencepiece

# Copy all local files into the container
COPY . .

# Set a writable cache directory inside the app folder
# Set writable cache directory inside the app folder
ENV HF_HOME=/app/hf_cache
ENV HF_DATASETS_CACHE=/app/hf_cache
ENV TRANSFORMERS_CACHE=/app/hf_cache

# Create the cache directory and set correct permissions
RUN mkdir -p /app/hf_cache/hub && chmod -R 777 /app/hf_cache
# Set default command (replace with your training script later)
CMD ["python", "train.py"]