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Browse files- Dockerfile +6 -3
Dockerfile
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@@ -19,10 +19,13 @@ RUN python -m venv /app/venv && \
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/app/venv/bin/pip install --no-cache-dir --upgrade pip && \
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/app/venv/bin/pip install --no-cache-dir -r requirements.txt
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# Ensure the model cache directory exists
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RUN mkdir -p $HF_HOME
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# Pre-download models (handle errors gracefully)
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RUN /app/venv/bin/python -c "from transformers import pipeline; \
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pipeline('sentiment-analysis', model='tabularisai/multilingual-sentiment-analysis')" || echo "Failed to download model 1"
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/app/venv/bin/pip install --no-cache-dir --upgrade pip && \
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/app/venv/bin/pip install --no-cache-dir -r requirements.txt
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# Ensure the model cache directory exists and is writable
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RUN mkdir -p $HF_HOME && chmod -R 777 $HF_HOME
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# Pre-download models
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RUN /app/venv/bin/python -c "from transformers import pipeline; \
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pipeline('sentiment-analysis', model='johndoee/sentiment')" || echo "Failed to download custom model"
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RUN /app/venv/bin/python -c "from transformers import pipeline; \
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pipeline('sentiment-analysis', model='tabularisai/multilingual-sentiment-analysis')" || echo "Failed to download model 1"
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