/benchkit

Pytorch directly integrated to the cloud all through Bench-ai!

Primary LanguagePythonOtherNOASSERTION

Bench-Kit

Welcome to Bench-Kit! We are an End-To-End Free Machine Learning Model management platform.

We allow users to:

  1. Train and deploy their models on the cloud with a fully managed infrastructure (no more cuda headaches 🙃)
  2. Track their model runs
  3. Graph Model Accuracy, and outputs

Docs

  • Check out the docs here

Website

  • Check out the site here

How it works

Bench-Kit works in sync with the Bench AI site, and is completely free.

1) Create a repo on Bench AI

2) (Optional) Migrate your Data

3) Migrate your code

4) Start Experiments

5) Monitor Your Models

Model Runs

Model Logs

Contribute

Bench-kit is completely open source, and we could always use the help! You can make changes to the repo, or can request for features on the Bench AI Site!

How to Contribute

coming soon...

What we need help with

  1. BUGS 🐛

    1. We could always use the help in squashing any bugs

  2. Integrations 🔨

    1. We would love for integrations to be added to your favorite libraries / products: Ray, Snowflake, Tensorflow, etc...

  3. Optimizations 🚀

    1. Think Something is too slow go ahead and speed it up!

  4. Graphing 📊

    1. We are missing out on a bunch of cool graphs that should be directly integrated, please add them

  5. Misc 🤷‍

    1. Have a cool feature that doesn't fit into any of these categories? Go ahead and do it we would love to see what you build!