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Add optional logging of text output to EvalOutputLogging #1283

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merged 16 commits into from
Jul 1, 2024

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sjawhar
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@sjawhar sjawhar commented Jun 14, 2024

Adds the ability to log text output using EvalOutputLogging in non-metrics/ICL use cases. This appears as a new outputs key in the logged dictionary, which is set to stats.outpus and de-tokenized when the model is a HuggingFaceModel and the dataset has a tokenizer.

@sjawhar sjawhar requested a review from a team as a code owner June 14, 2024 03:01
@mvpatel2000
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@maxisawesome can you please take a look?

CC: @dakinggg

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sjawhar commented Jun 14, 2024

image
YES!! It's finally working! The logging, that is. Not my fine-tuning, that's still garbage. But I can finally start debugging!

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Looks great other than the one comment I left! Thanks for fixing this for non-generative evals.

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@sjawhar if you can fix lint + unit tests (the CPU ones) that would be awesome! then we can merge

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sjawhar commented Jun 23, 2024

Anything else I can do to help get this merged?

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@sjawhar sorry about that, will take a look this week!

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LGTM, please update the PR title and description to reflect the changes in this PR. Thank you!

@sjawhar sjawhar changed the title Try to fix eval_output_logging_callback.py Add optional logging of text output to EvalOutputLogging Jun 30, 2024
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sjawhar commented Jun 30, 2024

LGTM, please update the PR title and description to reflect the changes in this PR. Thank you!

Done

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@sjawhar looks like the tests failed with the recent change

@dakinggg dakinggg enabled auto-merge (squash) June 30, 2024 22:13
@dakinggg dakinggg merged commit 68c2625 into mosaicml:main Jul 1, 2024
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4 participants