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Serve HuggingFace Transformer models via Cloud Run

License: MIT License

Dockerfile 11.01% Python 88.99%

serverless-transformers's Introduction

Work in Progress

Live link: https://share.streamlit.io/tlkh/serverless-transformers/main/app.py

Serverless Transformer

Serve HuggingFace Transformer models via serverless (mostly free):

  • Cloud Run
    • 4GB + 4 vCPU: run up to 200+M parameter Transformer (e.g. T5-base)
    • autoscale to 0, free monthly quota
  • Free web interface via Streamlit Share

Deployment

Build Backend Container

cd backend
docker build . -t cloudrun-transformer

serverless-transformers's People

Contributors

mend-bolt-for-github[bot] avatar tlkh avatar

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