Training documentation update #298
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Signed-off-by: Kin Long Kelvin Lee <[email protected]>
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
melo-gonzo
approved these changes
Sep 30, 2024
docs/source/best-practices.rst
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| The example above will normalize ``energy`` labelsm and can be substituted with |
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Fixed in 9231641
docs/source/best-practices.rst
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| @@ -223,6 +298,20 @@ inspired by observations made in LLM training research, where the breakdown of | |||
| assumptions in the convergent properties of ``Adam``-like optimizers causes large | |||
| spikes in the training loss. This callback can help identify these occurrences. | |||
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| The ``devset``/``fast_dev_run`` approach detailed above is also useful for testing | |||
| engineering/infrastructure (e.g. accelerator offload and logging), but not necessarily | |||
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fast_dev_run disables logging i believe.
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Good catch - fixed in 17d7582
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
Signed-off-by: Kin Long Kelvin Lee <[email protected]>
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This PR adds additional documentation pertaining to training, partially addressing #280: