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[NeMo-UX] Set async_save from strategy rather than ModelCheckpoint #9853

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What does this PR do ?

Makes checkpointing more robust by setting async_save from the strategy. This allows us to avoid the restriction that the strategy be set up before attempting to access the the checkpoint_io attribute.

Collection: llm

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

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Additional Information

  • Related to # (issue)

…9800)

* set async_save from strategy to make checkpoint_io more robust

Signed-off-by: ashors1 <ashors@nvidia.com>

* fix 2.0 test

Signed-off-by: ashors1 <ashors@nvidia.com>

---------

Signed-off-by: ashors1 <ashors@nvidia.com>
@ashors1 ashors1 added Run CICD and removed Run CICD labels Jul 24, 2024
@ashors1 ashors1 added Run CICD and removed Run CICD labels Jul 24, 2024
@ashors1 ashors1 merged commit e201b00 into main Jul 30, 2024
210 checks passed
@ashors1 ashors1 deleted the cherry-pick-main-b901138416c01ae5c5a5cafb2dace55bf0e07b2a branch July 30, 2024 00:22
BoxiangW pushed a commit to BoxiangW/NeMo that referenced this pull request Jul 30, 2024
…VIDIA#9800) (NVIDIA#9853)

* set async_save from strategy to make checkpoint_io more robust

* fix 2.0 test

---------

Signed-off-by: ashors1 <ashors@nvidia.com>
Co-authored-by: Anna Shors <71393111+ashors1@users.noreply.github.com>
Co-authored-by: ashors1 <ashors@nvidia.com>
Signed-off-by: Boxiang Wang <boxiangw@nvidia.com>
xuanzic pushed a commit to xuanzic/NeMo that referenced this pull request Aug 1, 2024
…VIDIA#9800) (NVIDIA#9853)

* set async_save from strategy to make checkpoint_io more robust

* fix 2.0 test

---------

Signed-off-by: ashors1 <ashors@nvidia.com>
Co-authored-by: Anna Shors <71393111+ashors1@users.noreply.github.com>
Co-authored-by: ashors1 <ashors@nvidia.com>
Signed-off-by: Vivian Chen <xuanzic@example.com>
monica-sekoyan pushed a commit that referenced this pull request Oct 14, 2024
…9800) (#9853)

* set async_save from strategy to make checkpoint_io more robust



* fix 2.0 test



---------

Signed-off-by: ashors1 <ashors@nvidia.com>
Co-authored-by: Anna Shors <71393111+ashors1@users.noreply.github.com>
Co-authored-by: ashors1 <ashors@nvidia.com>
hainan-xv pushed a commit to hainan-xv/NeMo that referenced this pull request Nov 5, 2024
…VIDIA#9800) (NVIDIA#9853)

* set async_save from strategy to make checkpoint_io more robust



* fix 2.0 test



---------

Signed-off-by: ashors1 <ashors@nvidia.com>
Co-authored-by: Anna Shors <71393111+ashors1@users.noreply.github.com>
Co-authored-by: ashors1 <ashors@nvidia.com>
Signed-off-by: Hainan Xu <hainanx@nvidia.com>
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