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FROM python:3.10-slim
# Install dependencies
RUN pip install --upgrade pip
COPY requirements.txt .
RUN pip install -r requirements.txt
# Create writable Hugging Face cache
RUN mkdir -p /tmp/hf-cache
# Preload the model to avoid runtime LFS issues
RUN python -c "import os; os.environ['HF_HOME'] = '/tmp/hf-cache'; from transformers import AutoTokenizer, AutoModelForSequenceClassification; AutoTokenizer.from_pretrained('cybersectony/phishing-email-detection-distilbert_v2.4.1'); AutoModelForSequenceClassification.from_pretrained('cybersectony/phishing-email-detection-distilbert_v2.4.1')"
# Copy app files
COPY main.py .
# Run the FastAPI app
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"] |