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Dockerfile
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# FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04
FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && \
apt-get upgrade -y && \
apt-get install -y --no-install-recommends \
git \
git-lfs \
wget \
curl \
# python build dependencies \
build-essential \
libssl-dev \
zlib1g-dev \
libbz2-dev \
libreadline-dev \
libsqlite3-dev \
libncursesw5-dev \
xz-utils \
tk-dev \
libxml2-dev \
libxmlsec1-dev \
libffi-dev \
liblzma-dev \
# gradio dependencies \
ffmpeg \
# fairseq2 dependencies \
libsndfile-dev && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
PATH=/home/user/.local/bin:${PATH}
WORKDIR ${HOME}/app
RUN curl https://pyenv.run | bash
ENV PATH=${HOME}/.pyenv/shims:${HOME}/.pyenv/bin:${PATH}
ARG PYTHON_VERSION=3.10.13
RUN pyenv install ${PYTHON_VERSION} && \
pyenv global ${PYTHON_VERSION} && \
pyenv rehash && \
pip install --no-cache-dir -U pip setuptools wheel && \
git clone https://github.com/fakerybakery/metavoice-src ${HOME}/app/gitrepo && \
cp -r ${HOME}/app/gitrepo/* ${HOME}/app
RUN pip install packaging && \
pip install -r ${HOME}/app/requirements.txt && \
pip install -U flash-attn gradio spacy transformers fastapi
ENV PYTHONPATH=${HOME}/app \
PYTHONUNBUFFERED=1 \
# HF_HUB_ENABLE_HF_TRANSFER=1 \
GRADIO_ALLOW_FLAGGING=never \
GRADIO_NUM_PORTS=1 \
GRADIO_SERVER_NAME=0.0.0.0 \
GRADIO_THEME=huggingface \
TQDM_POSITION=-1 \
TQDM_MININTERVAL=1 \
SYSTEM=spaces
CMD python fam/llm/serving.py --huggingface_repo_id="metavoiceio/metavoice-1B-v0.1" & python fam/ui/app.py