End2End Serverless Transformers On AWS Lambda For NLP

@ The fifth elephant MLOps conference

Hey, I will be delivering a talk tomorrow on how to deploy transformers serverless using Github actions and AWS Lambda.

Schedule - https://hasgeek.com/fifthelephant/mlops-conference/schedule

Let me know if you are coming by replying.

Github - https://github.com/bhavsarpratik/serverless-transformers-on-aws-lambda

Current available pipelines

  1. classification

  2. sentence encoding

  3. translation (coming soon)

  4. token classification

  5. text generation

  6. zero shot classification