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example-get-started-experiments: migrate off fast ai #255

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dberenbaum opened this issue Sep 22, 2023 · 1 comment
Open

example-get-started-experiments: migrate off fast ai #255

dberenbaum opened this issue Sep 22, 2023 · 1 comment
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A: example-get-started-experiments DVC Experiment, DVCLive examples enhancement New feature or request

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@dberenbaum
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Other frameworks have surpassed fast ai in popularity and utility in the community. There are a couple reasons it's important:

  1. Better to have our example repo use a more popular, realistic, familiar framework.
  2. Easier and more helpful when we want to extend the example repo into more complex scenarios like handling multi node training.

We could also try to develop those scenarios in other repos like https://github.com/shcheklein/hackathon or https://github.com/iterative/lstm_seq2seq, but it seems worth the investment to do it in our canonical example repos so that we can use it in official examples and develop content around it.

Options for frameworks to migrate to:

  • lightning
  • huggingface
  • yolo (@daavoo already had developed a version of this; can you share it?)
@shcheklein shcheklein added A: example-get-started-experiments DVC Experiment, DVCLive examples enhancement New feature or request labels Sep 22, 2023
@shcheklein shcheklein changed the title example-get-started-experiments: migrate off fast ai example-get-started-experiments: migrate off fast ai Sep 22, 2023
@daavoo
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daavoo commented Sep 26, 2023

  • yolo (@daavoo already had developed a version of this; can you share it?)

Is in this branch https://github.com/iterative/example-repos-dev/tree/update-to-yolo

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A: example-get-started-experiments DVC Experiment, DVCLive examples enhancement New feature or request
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