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FROM node:20-alpine AS frontend |
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RUN apk add --no-cache libc6-compat |
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WORKDIR /app |
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COPY streaming-react-app . |
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RUN \ |
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if [ -f yarn.lock ]; then yarn --frozen-lockfile; \ |
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elif [ -f package-lock.json ]; then npm ci; \ |
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elif [ -f pnpm-lock.yaml ]; then yarn global add pnpm && pnpm i --frozen-lockfile; \ |
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else echo "Lockfile not found." && exit 1; \ |
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fi |
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RUN npm run build |
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FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04 AS backend |
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WORKDIR /app |
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ENV DEBIAN_FRONTEND=noninteractive |
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ENV NODE_MAJOR=20 |
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RUN apt-get update && \ |
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apt-get upgrade -y && \ |
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apt-get install -y --no-install-recommends \ |
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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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build-essential \ |
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libssl-dev \ |
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zlib1g-dev \ |
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libbz2-dev \ |
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libreadline-dev \ |
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libsqlite3-dev \ |
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libncursesw5-dev \ |
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xz-utils \ |
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tk-dev \ |
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libxml2-dev \ |
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libxmlsec1-dev \ |
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libffi-dev \ |
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liblzma-dev \ |
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sox libsox-fmt-all \ |
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ffmpeg \ |
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libsndfile-dev && \ |
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apt-get clean && \ |
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rm -rf /var/lib/apt/lists/* |
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RUN useradd -m -u 1000 user |
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USER user |
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ENV HOME=/home/user \ |
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PATH=/home/user/.local/bin:$PATH |
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WORKDIR $HOME/app |
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RUN curl https://pyenv.run | bash |
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ENV PATH=$HOME/.pyenv/shims:$HOME/.pyenv/bin:$PATH |
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ARG PYTHON_VERSION=3.10.12 |
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RUN pyenv install $PYTHON_VERSION && \ |
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pyenv global $PYTHON_VERSION && \ |
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pyenv rehash && \ |
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pip install --no-cache-dir -U pip setuptools wheel |
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COPY --chown=user:user ./seamless_server ./seamless_server |
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RUN cd seamless_server && pip install --no-cache-dir --upgrade -r requirements.txt |
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COPY --from=frontend /app/dist ./streaming-react-app/dist |
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WORKDIR $HOME/app/seamless_server |
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RUN --mount=type=secret,id=HF_TOKEN,mode=0444,required=true \ |
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huggingface-cli login --token $(cat /run/secrets/HF_TOKEN) && \ |
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huggingface-cli download meta-private/SeamlessStreaming seamless_streaming_unity.pt spm_char_lang38_tc.model seamless_streaming_monotonic_decoder.pt --local-dir ./models/ && \ |
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huggingface-cli download meta-private/SeamlessStreaming vocoder_v2.pt --local-dir ./models/ |
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USER root |
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RUN mkdir -p /large_experiments/seamless/ust/krs/fairseq2_checkpoints/ && \ |
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mkdir -p /large_experiments/seamless/workstream/expressivity/oss/checkpoints/ && \ |
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mkdir -p /checkpoint/krs/unity2/ && \ |
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chown -R user:user /large_experiments/ && \ |
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chown -R user:user /checkpoint/ && \ |
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ln -s $(readlink -f models/seamless_streaming_unity.pt) /large_experiments/seamless/ust/krs/fairseq2_checkpoints/seamless_streaming_unity.pt && \ |
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ln -s $(readlink -f models/seamless_streaming_monotonic_decoder.pt) /large_experiments/seamless/ust/krs/fairseq2_checkpoints/seamless_streaming_monotonic_decoder.pt && \ |
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ln -s $(readlink -f models/vocoder_v2.pt) /large_experiments/seamless/ust/krs/fairseq2_checkpoints/vocoder_v2.pt && \ |
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ln -s $(readlink -f models/spm_char_lang38_tc.model) /checkpoint/krs/unity2/ |
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RUN ln -s /usr/lib/x86_64-linux-gnu/libsox.so.3 /usr/lib/x86_64-linux-gnu/libsox.so |
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USER user |
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CMD [ "uvicorn", "app_pubsub:app", "--host", "0.0.0.0", "--port", "7860" ] |
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