Deploying PyTorch Model as a Serverless Service

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  • BERT_as_serverless_service

    BERT model as a serverless service

  • In the above code the sentence_prediction() method takes in the user input, preprocess, tokenize and pass to the trained BERT model, which in turn returns the final prediction. Currently the function returns the prediction class with highest confidence score. You can checkout the inference code here

  • serverless-graphql

    Serverless GraphQL Examples for AWS AppSync and Apollo

  • **Serverless Framework **Serverless framework lets you quickly construct and deploy serverless applications using services like AWS Lambda, S3, Amazon API Gateway etc. This framework leverages AWS CloudFormation to fire up all the resources required to build our inference API using a YAML configuration file. To install serverless framework please follow along the instructions and make sure to configure serverless with your AWS secret access keys following the guide.

  • SurveyJS

    Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

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  • aws-lambda-java-libs

    Official mirror for interface definitions and helper classes for Java code running on the AWS Lambda platform.

  • **Serverless Framework **Serverless framework lets you quickly construct and deploy serverless applications using services like AWS Lambda, S3, Amazon API Gateway etc. This framework leverages AWS CloudFormation to fire up all the resources required to build our inference API using a YAML configuration file. To install serverless framework please follow along the instructions and make sure to configure serverless with your AWS secret access keys following the guide.

  • aws-cloudformation-coverage-roadmap

    The AWS CloudFormation Public Coverage Roadmap

  • **Serverless Framework **Serverless framework lets you quickly construct and deploy serverless applications using services like AWS Lambda, S3, Amazon API Gateway etc. This framework leverages AWS CloudFormation to fire up all the resources required to build our inference API using a YAML configuration file. To install serverless framework please follow along the instructions and make sure to configure serverless with your AWS secret access keys following the guide.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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