Commit 8ab0338e authored by Jannik Streidl's avatar Jannik Streidl
Browse files

no internet connection for whisper if you use docker

parent a8a0ebf3
......@@ -30,6 +30,10 @@ ENV WEBUI_SECRET_KEY ""
ENV SCARF_NO_ANALYTICS true
ENV DO_NOT_TRACK true
#Whisper TTS Settings
ENV WHISPER_DIR="/app/backend/data/cache/whisper/models"
ENV WHISPER_MODEL="base"
WORKDIR /app/backend
# install python dependencies
......@@ -45,6 +49,8 @@ RUN apt-get update \
&& rm -rf /var/lib/apt/lists/*
# RUN python -c "from sentence_transformers import SentenceTransformer; model = SentenceTransformer('all-MiniLM-L6-v2')"
RUN python -c "import os; from faster_whisper import WhisperModel; WhisperModel(os.environ['WHISPER_MODEL'], device='cpu', compute_type='int8', download_root=os.environ['WHISPER_DIR'])"
# copy embedding weight from build
RUN mkdir -p /root/.cache/chroma/onnx_models/all-MiniLM-L6-v2
......
import os
from fastapi import (
FastAPI,
Request,
......@@ -53,12 +54,14 @@ def transcribe(
f.write(contents)
f.close()
model_name = WHISPER_MODEL_NAME
model_name = os.getenv('WHISPER_MODEL', WHISPER_MODEL_NAME)
download_root = os.getenv('WHISPER_DIR', f"{CACHE_DIR}/whisper/models")
model = WhisperModel(
model_name,
device="cpu",
compute_type="int8",
download_root=f"{CACHE_DIR}/whisper/models",
download_root=download_root,
)
segments, info = model.transcribe(file_path, beam_size=5)
......
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