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keras-team / keras-io

Keras documentation, hosted live at keras.io
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Contributing doc on serving Keras model via REST API #31

Open parano opened 4 years ago

parano commented 4 years ago

Hi Keras team - I'm interested in contributing documentation on serving trained Keras models via REST API with bentoml/BentoML and deploying the model server to Kubernetes. BentoML is an open-source tool I've been working on, for high-performance model serving.

I'm thinking of contributing a guide similar to the documentation we are adding for FastAI here, and it will be based on one of the BentoML's Keras example notebooks: https://docs.bentoml.org/en/latest/examples.html#tensorflow-keras, e.g. the BentoML Keras example project: Movie Review Sentiment with BERT https://github.com/bentoml/gallery/blob/master/tensorflow/bert/bert_movie_reviews.ipynb

I noticed this is not something in the "call for contributions" list, so before I started, I would love to understand if the topic "model deployment / productionizing trained model" is something Keras team would be interested in adding to https://keras.io/guides/ and if so, where does it fit best in there.

sachinprasadhs commented 1 year ago

You can refer the document for contributing details here https://github.com/keras-team/keras-io/blob/master/call_for_contributions.md