You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
57 lines
1.8 KiB
57 lines
1.8 KiB
ARG BASE_IMAGE=nvidia/cuda:11.6.2-cudnn8-devel-ubuntu20.04
|
|
FROM ${BASE_IMAGE} as dev-base
|
|
|
|
ARG MODEL_NAME
|
|
ENV MODEL_NAME=${MODEL_NAME}
|
|
|
|
WORKDIR /
|
|
SHELL ["/bin/bash", "-o", "pipefail", "-c"]
|
|
ENV DEBIAN_FRONTEND noninteractive\
|
|
SHELL=/bin/bash
|
|
|
|
RUN apt-get update --yes && \
|
|
# - apt-get upgrade is run to patch known vulnerabilities in apt-get packages as
|
|
# the ubuntu base image is rebuilt too seldom sometimes (less than once a month)
|
|
apt-get upgrade --yes && \
|
|
apt install --yes --no-install-recommends \
|
|
build-essential \
|
|
ca-certificates \
|
|
git \
|
|
git-lfs \
|
|
wget \
|
|
curl \
|
|
bash \
|
|
libgl1 \
|
|
software-properties-common \
|
|
openssh-server && \
|
|
apt-get clean && rm -rf /var/lib/apt/lists/* && \
|
|
echo "en_US.UTF-8 UTF-8" > /etc/locale.gen
|
|
|
|
RUN apt-key del 7fa2af80 && \
|
|
apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/3bf863cc.pub
|
|
|
|
RUN add-apt-repository ppa:deadsnakes/ppa && \
|
|
apt-get install python3.10 python3.10-dev python3.10-venv python3-pip -y --no-install-recommends && \
|
|
apt-get clean && rm -rf /var/lib/apt/lists/*
|
|
|
|
RUN pip install --upgrade pip && \
|
|
pip install huggingface-hub && \
|
|
pip install diffusers && \
|
|
pip install safetensors && \
|
|
pip install torch torchvision torchaudio --extra-index-url=https://download.pytorch.org/whl/cu116 && \
|
|
pip install bitsandbytes && \
|
|
pip install transformers accelerate xformers triton && \
|
|
pip install runpod
|
|
|
|
RUN mkdir /workspace
|
|
WORKDIR /workspace
|
|
|
|
COPY model_fetcher.py /workspace/
|
|
RUN python3 model_fetcher.py --model_name=${MODEL_NAME}
|
|
#RUN git lfs install && \
|
|
# git clone --depth 1 https://huggingface.co/${MODEL_NAME}
|
|
|
|
COPY runpod_infer.py /workspace/
|
|
COPY test_input.json /workspace/
|
|
|
|
CMD python3 -u runpod_infer.py --model_name=${MODEL_NAME}
|
|
|