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Add script for comparing model state #698

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merged 4 commits into from
Aug 20, 2024
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2015aroras
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This PR adds a script for comparing model state of 2 different OLMo models/checkpoints. This helped reveal that one of the LUMI containers was not loading/saving checkpoints correctly.

@2015aroras 2015aroras marked this pull request as ready for review August 12, 2024 22:00
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@epwalsh epwalsh left a comment

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Can you add a module docstring to the top of the script explaining what it does exactly? Otherwise LGTM.

This helped reveal that one of the LUMI containers was not loading/saving checkpoints correctly.

Did you get to the bottom of this? What exactly was the issue and the fix?

@2015aroras
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This helped reveal that one of the LUMI containers was not loading/saving checkpoints correctly.

Did you get to the bottom of this? What exactly was the issue and the fix?

Honestly, no idea what was causing the issue. The issue was in LUMI's provided EasyBuild container but not in any of the containers we made, so I just scrapped the idea of using LUMI's provided container.

@2015aroras 2015aroras merged commit 6cdc4cc into main Aug 20, 2024
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@2015aroras 2015aroras deleted the shanea/compare-model-state branch August 20, 2024 00:31
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2 participants