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_Dockerfile

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+FROM debian:bookworm-slim AS builder
+
+RUN apt-get update && \
+    apt-get install -y curl git python3 python3-pip python3-venv && \
+    rm -rf /var/lib/apt/lists/* /var/cache/apt/archives/* && \
+    mkdir -p /Whisper-WebUI
+
+WORKDIR /Whisper-WebUI
+
+COPY requirements.txt .
+
+RUN python3 -m venv venv && \
+    . venv/bin/activate && \
+    pip install -U -r requirements.txt
+
+
+FROM debian:bookworm-slim AS runtime
+
+RUN apt-get update && \
+    apt-get install -y curl ffmpeg python3 && \
+    rm -rf /var/lib/apt/lists/* /var/cache/apt/archives/*
+
+WORKDIR /Whisper-WebUI
+
+COPY . .
+COPY --from=builder /Whisper-WebUI/venv /Whisper-WebUI/venv
+
+VOLUME [ "/Whisper-WebUI/models" ]
+VOLUME [ "/Whisper-WebUI/outputs" ]
+
+ENV PATH="/Whisper-WebUI/venv/bin:$PATH"
+ENV LD_LIBRARY_PATH=/Whisper-WebUI/venv/lib64/python3.11/site-packages/nvidia/cublas/lib:/Whisper-WebUI/venv/lib64/python3.11/site-packages/nvidia/cudnn/lib
+
+ENTRYPOINT [ "python", "app.py" ]

_requirements.txt

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+# Remove the --extra-index-url line below if you're not using Nvidia GPU.
+# If you're using it, update url to your CUDA version (CUDA 12.1 is minimum requirement):
+# For CUDA 12.1, use : https://download.pytorch.org/whl/cu121
+# For CUDA 12.4, use : https://download.pytorch.org/whl/cu124
+--extra-index-url https://download.pytorch.org/whl/cu121
+
+gradio==5.49.1
+pytubefix
+transformers
+torch==2.6
+numpy==1.26.0
+torchaudio==2.6
+ruamel.yaml==0.18.6
+faster-whisper==1.2.0
+pyannote.audio==3.3.1
+ctranslate2==4.6.0
+git+https://github.com/jhj0517/pyrubberband.git
+git+https://github.com/jhj0517/jhj0517-whisper.git
+git+https://github.com/jhj0517/ultimatevocalremover_api.git