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Running
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CPU Upgrade
| # π Use official Python | |
| FROM python:3.11-slim | |
| ENV TRANSFORMERS_CACHE=/tmp | |
| ENV HF_HOME=/tmp | |
| # Install wget | |
| RUN apt-get update && apt-get install -y wget | |
| WORKDIR /app | |
| COPY . . | |
| RUN mkdir -p vit_captioning/artifacts && \ | |
| wget https://huggingface.co/datasets/ClemSummer/clip-checkpoints/resolve/main/CLIPEncoder_40epochs_unfreeze12.pth \ | |
| -O vit_captioning/artifacts/CLIPEncoder_40epochs_unfreeze12.pth | |
| RUN pip install --upgrade pip | |
| RUN pip install -r requirements.txt | |
| RUN mkdir -p /models/clip && \ | |
| python3 -c "from transformers import CLIPModel; CLIPModel.from_pretrained('openai/clip-vit-base-patch32').save_pretrained('/models/clip')" | |
| RUN python3 -c "from transformers import AutoTokenizer; AutoTokenizer.from_pretrained('bert-base-uncased').save_pretrained('/models/bert-tokenizer')" | |
| RUN python3 -c "from transformers import CLIPProcessor; CLIPProcessor.from_pretrained('openai/clip-vit-base-patch32').save_pretrained('/models/clip')" | |
| EXPOSE 7860 | |
| # Install curl if it's not already installed | |
| RUN apt-get update && apt-get install -y curl | |
| # Add the health check | |
| HEALTHCHECK CMD curl --fail http://localhost:7860/ || exit 1 | |
| #CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"] | |
| CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860", "--log-level", "debug"] | |
| # some change to trigger rebuild 2 |