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⚡ Add support for Chronos-Bolt models #204

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Merged
merged 32 commits into from
Nov 26, 2024
Merged

⚡ Add support for Chronos-Bolt models #204

merged 32 commits into from
Nov 26, 2024

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abdulfatir
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@abdulfatir abdulfatir commented Nov 16, 2024

Issue #, if available: N/A

Description of changes: This PR adds support for Chronos-Bolt models.

TODOs:

  • Update evaluation script
  • Fix and add tests for Bolt
  • Update docstrings
  • Update README example and mention Chronos-Bolt
  • Update results bar plot in README
  • Add versions for libraries in pyproject.toml
  • Check that the training and eval scripts work
  • Change autogluon -> amazon in model names

Post Merge:

  • Update Citation style in README, both Github and HuggingFace repos
  • Remove note about AutoGluon
  • Update READMEs of original Chronos models to refer to Chronos-Bolt

NOTE: To be merged after Chronos-Bolt models are available under the amazon namespace on HF.

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@abdulfatir abdulfatir marked this pull request as draft November 16, 2024 22:31
@abdulfatir abdulfatir changed the title Add support for ChronosBolt models Add support for Chronos ⚡ models Nov 16, 2024
@abdulfatir abdulfatir marked this pull request as ready for review November 17, 2024 19:50
@lostella lostella added the do not merge Should not be merged label Nov 19, 2024
@abdulfatir abdulfatir changed the title Add support for Chronos ⚡ models ⚡ Add support for Chronos-Bolt models Nov 26, 2024
lostella
lostella previously approved these changes Nov 26, 2024
Co-authored-by: Lorenzo Stella <[email protected]>
@abdulfatir abdulfatir removed the do not merge Should not be merged label Nov 26, 2024
@abdulfatir abdulfatir merged commit 72ab641 into main Nov 26, 2024
4 checks passed
@abdulfatir abdulfatir deleted the add-chronos-bolt branch December 1, 2024 19:52
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3 participants