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73 lines
2.9 KiB
73 lines
2.9 KiB
ARG BASE_IMAGE=nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04
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#ARG BASE_IMAGE=nvidia/cuda:11.6.2-cudnn8-devel-ubuntu20.04
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#ARG BASE_IMAGE=runpod/pytorch:3.10-2.0.0-117
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#ARG BASE_IMAGE=nvcr.io/nvidia/pytorch:23.03-py3
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FROM ${BASE_IMAGE} as dev-base
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ARG MODEL_NAME
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ENV MODEL_NAME=${MODEL_NAME}
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WORKDIR /
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SHELL ["/bin/bash", "-o", "pipefail", "-c"]
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ENV DEBIAN_FRONTEND noninteractive\
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SHELL=/bin/bash
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RUN apt-get update --yes && \
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# - apt-get upgrade is run to patch known vulnerabilities in apt-get packages as
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# the ubuntu base image is rebuilt too seldom sometimes (less than once a month)
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#apt-get upgrade --yes && \
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apt install --yes --no-install-recommends \
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# build-essential \
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ca-certificates \
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git \
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git-lfs \
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wget \
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curl \
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bash \
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libgl1 \
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software-properties-common \
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openssh-server && \
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apt-get clean && rm -rf /var/lib/apt/lists/* && \
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echo "en_US.UTF-8 UTF-8" > /etc/locale.gen
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#RUN apt-key del 7fa2af80 && \
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# apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/3bf863cc.pub
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#
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#RUN add-apt-repository ppa:deadsnakes/ppa && \
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# apt-get install python3.10 python3.10-dev python3.10-venv python3-pip -y --no-install-recommends && \
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# update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1 && \
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# update-alternatives --install /usr/bin/python python /usr/bin/python3 1 && \
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## update-alternatives --install /usr/bin/pip pip /usr/bin/pip3 1 && \
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# update-alternatives --set python3 /usr/bin/python3.10 && \
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# update-alternatives --set python /usr/bin/python3 && \
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# apt-get clean && rm -rf /var/lib/apt/lists/*
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RUN apt-get update --yes && \
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apt install --yes --no-install-recommends \
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python3 python3-dev python3-venv python3-pip && \
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apt-get clean && rm -rf /var/lib/apt/lists/*
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RUN pip3 install --upgrade pip && \
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pip3 install torch torchvision torchaudio --extra-index-url=https://download.pytorch.org/whl/cu118 && \
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pip3 install bitsandbytes && \
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pip3 install safetensors && \
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pip3 install diffusers && \
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pip3 install transformers accelerate xformers triton && \
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pip3 install huggingface-hub && \
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pip3 install runpod && \
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pip3 cache purge
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RUN mkdir -p /workspace
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WORKDIR /workspace
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RUN mkdir repositories && git clone --branch cuda --single-branch --depth 1 https://github.com/qwopqwop200/GPTQ-for-LLaMa.git repositories/GPTQ-for-LLaMa
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#RUN mkdir repositories && git clone https://github.com/AlpinDale/gptq-gptj.git repositories/GPTQ-for-LLaMa && (cd repositories/GPTQ-for-LLaMa && python3 setup_cuda.py install)
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COPY model_fetcher.py /workspace/
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RUN python3 model_fetcher.py --model_name=${MODEL_NAME}
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#RUN git lfs install && \
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# git clone --depth 1 https://huggingface.co/${MODEL_NAME}
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COPY runpod_infer.py /workspace/
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COPY test_input.json /workspace/
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CMD python3 -u runpod_infer.py --model_name=${MODEL_NAME}
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