# FROM nvidia/cuda:12.4.1-runtime-ubuntu22.04 USER root # Install python and pip RUN apt-get update && apt-get install -y python3 python3-pip \ && apt-get install -y git # The commands as another prerequisite RUN pip install --upgrade pip RUN pip install --upgrade git+https://github.com/huggingface/transformers.git accelerate datasets[audio] RUN chmod -R 777 ~/.cache # WORKDIR /code # COPY ./requirements.txt /code/requirements.txt # Download the models RUN python3 -c 'from transformers import AutoModelForSpeechSeq2Seq; AutoModelForSpeechSeq2Seq.from_pretrained("openai/whisper-large-v3");' RUN python3 -c 'from transformers import AutoProcessor; AutoProcessor.from_pretrained("openai/whisper-large-v3");' # RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt # COPY ./app /code/app # CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]