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Seth commited on
Commit ·
6dc7352
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Parent(s): dfd15d5
Download model during Docker build to persist across restarts
Browse files- Dockerfile +12 -0
Dockerfile
CHANGED
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@@ -14,6 +14,18 @@ WORKDIR /app
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COPY backend/requirements.txt /app/backend/requirements.txt
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RUN pip install --no-cache-dir -r /app/backend/requirements.txt
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# Copy backend code
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COPY backend /app/backend
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COPY backend/requirements.txt /app/backend/requirements.txt
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RUN pip install --no-cache-dir -r /app/backend/requirements.txt
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# Download and save model during build (so it persists across restarts)
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# This prevents re-downloading the model on every container restart
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RUN mkdir -p /app/Model/bert-tiny && \
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python3 -c "from transformers import AutoTokenizer, AutoModel; \
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print('Downloading BERT-tiny model during build...'); \
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tokenizer = AutoTokenizer.from_pretrained('prajjwal1/bert-tiny'); \
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model = AutoModel.from_pretrained('prajjwal1/bert-tiny'); \
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print('Saving model to /app/Model/bert-tiny...'); \
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tokenizer.save_pretrained('/app/Model/bert-tiny'); \
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model.save_pretrained('/app/Model/bert-tiny'); \
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print('Model saved successfully!')"
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# Copy backend code
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COPY backend /app/backend
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