rabiyulfahim commited on
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Create Dockerfile

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  1. Dockerfile +30 -0
Dockerfile ADDED
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+ # Use lightweight Python base image
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+ FROM python:3.10-slim
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+
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+ # Set working directory
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+ WORKDIR /app
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+
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+ # Install system dependencies (for PyTorch and git)
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+ RUN apt-get update && apt-get install -y git && rm -rf /var/lib/apt/lists/*
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+
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+ # Copy requirements and install
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+ COPY requirements.txt .
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+ RUN pip install --no-cache-dir -r requirements.txt
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+
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+ # Copy application code
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+ COPY . .
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+
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+ # ✅ Hugging Face cache directory (use /tmp, writable in Spaces)
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+ ENV HF_HOME=/tmp
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+
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+ # Pre-download model into /tmp to avoid cold start
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+ RUN python -c "from transformers import AutoTokenizer, AutoModelForCausalLM; \
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+ model_id='rabiyulfahim/qa_python_gpt2'; \
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+ AutoTokenizer.from_pretrained(model_id, cache_dir='/tmp'); \
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+ AutoModelForCausalLM.from_pretrained(model_id, cache_dir='/tmp')"
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+
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+ # Expose FastAPI port
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+ EXPOSE 8000
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+
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+ # Run FastAPI with Uvicorn
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+ CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000"]