# build with: docker build . --tag sctg/roco-idefics3:0.0.4 --tag sctg/roco-idefics3:latest --push
# run with 
# docker run --gpus all --user=42420:42420 -e HF_TOKEN=hf_TOKEN -it sctg/roco-idefics3:0.0.4 bash -i /start.sh hf_TOKEN
FROM nvidia/cuda:11.6.1-devel-ubuntu20.04
# FROM nvidia/cuda:11.0.3-devel-ubuntu20.04
# RUN mkdir -p /workspace
RUN /usr/sbin/addgroup --gid 42420 ovh
RUN /usr/sbin/useradd -u 42420 --gid 42420 -m -d /workspace -s /bin/bash ovh
RUN apt update -y && apt-get install -y curl git git-lfs screen
COPY --chmod=777 start.sh /start.sh
COPY learn.py /learn.py
COPY preload.py /preload.py
# Mandatory to run the jobs in rootless mode
USER root
RUN chown -R 42420:42420 /workspace
USER 42420
RUN curl -L https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh > /workspace/miniconda.sh
RUN /bin/bash /workspace/miniconda.sh -b -p /workspace/.miniconda3
RUN . /workspace/.miniconda3/bin/activate && conda init --all
RUN . /workspace/.miniconda3/bin/activate \
    && pip install -U "safetensors>=0.4.5" \
    && pip install -U "https://github.com/bitsandbytes-foundation/bitsandbytes/releases/download/continuous-release_main/bitsandbytes-0.44.2.dev0-py3-none-manylinux_2_24_x86_64.whl" \
    && pip install -U git+https://github.com/huggingface/transformers.git\
    && pip install huggingface_hub[cli] accelerate datasets peft\
    && pip install -U Pillow
RUN . /workspace/.miniconda3/bin/activate && conda install -y jupyter
# Mandatory to run the jobs in rootless mode
# USER root
# RUN chown -R 42420:42420 /workspace
USER 42420
WORKDIR /workspace
# RUN export HOME=/workspace && cd /workspace && . /workspace/.miniconda3/bin/activate \
#     && mkdir -p /workspace/data \
#     && python /preload.py