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FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && \
apt-get upgrade -y && \
apt-get install -y --no-install-recommends \
libgirepository1.0-dev \
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 \
# nightly dependencies \
libdbus-glib-1-dev \
libpng-dev \
libjpeg-dev \
libcairo2-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
COPY --chown=user . $HOME/app
RUN curl https://pyenv.run | bash
ENV PATH=${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==69.5.1 wheel
RUN pip install packaging && \
pip install -r ${HOME}/app/requirements.txt && \
pip install Cython==0.29.36 && \
pip install spacy && \
pip install -U flash-attn gradio transformers fastapi tyro julius tiktoken hf-transfer && \
pip install audiocraft && \
pip install -U --pre torch torch torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121
ENV PYTHONPATH=${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 kotoba-tech/kotoba-speech-v0.1 & python fam/ui/app.py
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