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Running
on
T4
Running
on
T4
# build frontend with node | |
FROM node:20-alpine AS frontend | |
RUN apk add --no-cache libc6-compat | |
WORKDIR /app | |
COPY streaming-react-app . | |
RUN \ | |
if [ -f yarn.lock ]; then yarn --frozen-lockfile; \ | |
elif [ -f package-lock.json ]; then npm ci; \ | |
elif [ -f pnpm-lock.yaml ]; then yarn global add pnpm && pnpm i --frozen-lockfile; \ | |
else echo "Lockfile not found." && exit 1; \ | |
fi | |
RUN npm run build | |
# build backend on CUDA | |
FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04 AS backend | |
WORKDIR /app | |
ENV DEBIAN_FRONTEND=noninteractive | |
ENV NODE_MAJOR=20 | |
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 \ | |
sox libsox-fmt-all \ | |
# 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=3.10.12 | |
RUN pyenv install $PYTHON_VERSION && \ | |
pyenv global $PYTHON_VERSION && \ | |
pyenv rehash && \ | |
pip install --no-cache-dir -U pip setuptools wheel | |
COPY --chown=user:user ./seamless_server ./seamless_server | |
# change dir since pip needs to seed whl folder | |
RUN cd seamless_server && pip install --no-cache-dir --upgrade -r requirements.txt | |
COPY --from=frontend /app/dist ./streaming-react-app/dist | |
WORKDIR $HOME/app/seamless_server | |
# temporary hack to link SeamlessStreaming models | |
ARG HF_TOKEN | |
RUN huggingface-cli download meta-private/SeamlessStreaming seamless_streaming_unity.pt spm_char_lang38_tc.model seamless_streaming_monotonic_decoder.pt --local-dir ./models/ && \ | |
huggingface-cli download meta-private/SeamlessExpressive pretssel_melhifigan_wm-final.pt --local-dir ./models/ | |
USER root | |
RUN mkdir -p /large_experiments/seamless/ust/krs/fairseq2_checkpoints/ && \ | |
mkdir -p /large_experiments/seamless/workstream/expressivity/oss/checkpoints/ && \ | |
mkdir -p /checkpoint/krs/unity2/ && \ | |
chown -R user:user /large_experiments/ && \ | |
chown -R user:user /checkpoint/ && \ | |
ln -s $(readlink -f models/seamless_streaming_unity.pt) /large_experiments/seamless/ust/krs/fairseq2_checkpoints/seamless_streaming_unity.pt && \ | |
ln -s $(readlink -f models/seamless_streaming_monotonic_decoder.pt) /large_experiments/seamless/ust/krs/fairseq2_checkpoints/seamless_streaming_monotonic_decoder.pt && \ | |
ln -s $(readlink -f models/pretssel_melhifigan_wm-final.pt) /large_experiments/seamless/workstream/expressivity/oss/checkpoints/pretssel_melhifigan_wm-final.pt && \ | |
ln -s $(readlink -f models/spm_char_lang38_tc.model) /checkpoint/krs/unity2/ | |
RUN ln -s /usr/lib/x86_64-linux-gnu/libsox.so.3 /usr/lib/x86_64-linux-gnu/libsox.so | |
USER user | |
CMD [ "uvicorn", "app_pubsub:app", "--host", "0.0.0.0", "--port", "7860" ] | |