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Running
on
T4
File size: 3,240 Bytes
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# 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" ]
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