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[NeMo-UX] Use single instance of loss reductions in GPTModel #9861

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What does this PR do ?

Uses a singleton for training_loss_reduction and validation_loss_reduction in GPTModel.

Collection: llm

Changelog

  • Add specific line by line info of high level changes in this PR.

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# Add a code snippet demonstrating how to use this 

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Additional Information

  • Related to # (issue)

* Use single instance of loss reductions

Signed-off-by: Hemil Desai <[email protected]>

* Apply isort and black reformatting

Signed-off-by: hemildesai <[email protected]>

* Refactor

Signed-off-by: Hemil Desai <[email protected]>

---------

Signed-off-by: Hemil Desai <[email protected]>
Signed-off-by: hemildesai <[email protected]>
Co-authored-by: hemildesai <[email protected]>
@hemildesai hemildesai force-pushed the cherry-pick-main-0ba1991e7a080c339774948f739146206e2f2f2b branch from 50d6508 to d7c864f Compare July 31, 2024 18:20
@hemildesai hemildesai merged commit 38517a9 into main Aug 1, 2024
223 checks passed
@hemildesai hemildesai deleted the cherry-pick-main-0ba1991e7a080c339774948f739146206e2f2f2b branch August 1, 2024 21:10
adityavavre pushed a commit to adityavavre/NeMo that referenced this pull request Sep 15, 2024
…9801) (NVIDIA#9861)

* Use single instance of loss reductions

* Apply isort and black reformatting

* Refactor

---------

Signed-off-by: Hemil Desai <[email protected]>
Signed-off-by: hemildesai <[email protected]>
Co-authored-by: Hemil Desai <[email protected]>
Co-authored-by: hemildesai <[email protected]>
Signed-off-by: adityavavre <[email protected]>
monica-sekoyan pushed a commit that referenced this pull request Oct 14, 2024
…9861)

* Use single instance of loss reductions



* Apply isort and black reformatting



* Refactor



---------

Signed-off-by: Hemil Desai <[email protected]>
Signed-off-by: hemildesai <[email protected]>
Co-authored-by: Hemil Desai <[email protected]>
Co-authored-by: hemildesai <[email protected]>
hainan-xv pushed a commit to hainan-xv/NeMo that referenced this pull request Nov 5, 2024
…9801) (NVIDIA#9861)

* Use single instance of loss reductions



* Apply isort and black reformatting



* Refactor



---------

Signed-off-by: Hemil Desai <[email protected]>
Signed-off-by: hemildesai <[email protected]>
Co-authored-by: Hemil Desai <[email protected]>
Co-authored-by: hemildesai <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
XuesongYang pushed a commit to paarthneekhara/NeMo that referenced this pull request Jan 18, 2025
…9801) (NVIDIA#9861)

* Use single instance of loss reductions



* Apply isort and black reformatting



* Refactor



---------

Signed-off-by: Hemil Desai <[email protected]>
Signed-off-by: hemildesai <[email protected]>
Co-authored-by: Hemil Desai <[email protected]>
Co-authored-by: hemildesai <[email protected]>
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