# 
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"]