minimal-ml-template

A very minimal ml project template that uses HF transformers and wandb to train a simple NN and evaluate it, in a stateless manner compatible with Spot instances kubernetes workflows (by AntreasAntoniou)

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minimal-ml-template reviews and mentions

Posts with mentions or reviews of minimal-ml-template. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-02.
  • [Project] I built a minimal stateless ML project template built on my current favourite stack
    3 projects | /r/MachineLearning | 2 Feb 2023
    I am here today to share with you all a minimal ml project template that I've recently built, which can be found at https://github.com/AntreasAntoniou/minimal-ml-template/. I became increasingly annoyed at how there weren't any repos out there that provided **stateless** ML project templates, which are absolutely necessary when using kubernetes on spot instances, and I decided to build one. By stateless I mean a repo that by default can store model weights in a remote repo and then download them to continue from where it left off if the previous machine dies. The result was this repository.

Stats

Basic minimal-ml-template repo stats
1
35
2.0
about 1 year ago

AntreasAntoniou/minimal-ml-template is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of minimal-ml-template is Python.


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