FROM python:3.10-slim RUN apt-get update && apt-get install -y --no-install-recommends ffmpeg && rm -rf /var/lib/apt/lists/* WORKDIR /code ENV PYTHONUNBUFFERED=1 # Install PyTorch CPU-only first (from PyTorch mirror, avoids huge CUDA download) RUN pip install --no-cache-dir --retries 10 --timeout 120 \ torch==2.2.2 torchaudio==2.2.2 --index-url https://download.pytorch.org/whl/cpu COPY requirements.txt . # Install remaining deps (torch/torchaudio already satisfied, won't re-download) RUN pip install --no-cache-dir --retries 10 --timeout 120 -r requirements.txt COPY . . RUN chmod -R 777 /code # Pre-download Wav2Vec2 model during build so startup doesn't need network RUN python -c "from transformers import Wav2Vec2ForCTC, Wav2Vec2Processor; \ Wav2Vec2Processor.from_pretrained('imvladikon/wav2vec2-large-xlsr-53-hebrew'); \ Wav2Vec2ForCTC.from_pretrained('imvladikon/wav2vec2-large-xlsr-53-hebrew')" EXPOSE 7860 CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]