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Virtual pipeline parallel support for MegatronGPTSFTModel #7964

Merged
merged 13 commits into from
Jan 17, 2024
Merged

Virtual pipeline parallel support for MegatronGPTSFTModel #7964

merged 13 commits into from
Jan 17, 2024

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vysarge
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@vysarge vysarge commented Dec 2, 2023 •
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What does this PR do ?

Enables running MegatronGPTSFTModel with virtual pipeline parallel when peft_scheme=null.

Collection: NLP (language_modeling)

Changelog

  • Alters word embedding initialization and passing of several parameters in MegatronGPTSFTModel to accommodate virtual pipeline parallelism when self.use_peft is false
  • Adds a guard in MegatronGPTSFTModel.__init__ to raise a ValueError if self.use_peft is true
  • Corrects the TP group initialization check in MegatronGPTSFTModel to account for both TE and MCore flags

Usage

Run a GPT model with SFT and set virtual_pipeline_model_parallel_size, such as:

python examples/nlp/language_modeling/tuning/megatron_gpt_peft_tuning.py \
++model.virtual_pipeline_model_parallel_size=10 \
...

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@github-actions github-actions bot added the NLP label Dec 2, 2023
@vysarge vysarge marked this pull request as ready for review December 5, 2023 00:59
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This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.

@github-actions github-actions bot added the stale label Dec 20, 2023
@github-actions github-actions bot removed the stale label Dec 21, 2023
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erhoo82 commented Jan 2, 2024

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ericharper approved these changes Jan 17, 2024
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LGTM. Thanks!

@ericharper ericharper merged commit 8811946 into NVIDIA:main Jan 17, 2024
11 checks passed
minitu pushed a commit to minitu/NeMo that referenced this pull request Jan 19, 2024
@vysarge @ericharper @pre-commit-ci
Virtual pipeline parallel support for MegatronGPTSFTModel (NVIDIA#7964)
c68d599 
* Virtual pipeline parallel support for MegatronGPTSFTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Deduplicate word embedding init code in MegatronGPTModel and MegatronGPTSFTModel into one method

Signed-off-by: Valerie Sarge <[email protected]>

* Correct TP group init call in MegatronGPTSFTModel to check for both TE and MCore, as in MegatronGPTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Correct accidental double pipeline parallel size check

Signed-off-by: Valerie Sarge <[email protected]>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Correct get_gpt_module_list -> get_model_module_list from SFT model

Signed-off-by: Valerie Sarge <[email protected]>

---------

Signed-off-by: Valerie Sarge <[email protected]>
Co-authored-by: Eric Harper <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
akoumpa pushed a commit to akoumpa/NeMo that referenced this pull request Jan 20, 2024
@vysarge @ericharper
@pre-commit-ci @akoumpa
Virtual pipeline parallel support for MegatronGPTSFTModel (NVIDIA#7964)
8e514f0 
* Virtual pipeline parallel support for MegatronGPTSFTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Deduplicate word embedding init code in MegatronGPTModel and MegatronGPTSFTModel into one method

Signed-off-by: Valerie Sarge <[email protected]>

* Correct TP group init call in MegatronGPTSFTModel to check for both TE and MCore, as in MegatronGPTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Correct accidental double pipeline parallel size check

Signed-off-by: Valerie Sarge <[email protected]>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Correct get_gpt_module_list -> get_model_module_list from SFT model

Signed-off-by: Valerie Sarge <[email protected]>

---------

Signed-off-by: Valerie Sarge <[email protected]>
Co-authored-by: Eric Harper <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
@vysarge vysarge mentioned this pull request Jan 22, 2024
Merged
8 tasks
stevehuang52 pushed a commit that referenced this pull request Jan 31, 2024
@vysarge @ericharper
@pre-commit-ci @stevehuang52
Virtual pipeline parallel support for MegatronGPTSFTModel (#7964)
53f1eda 
* Virtual pipeline parallel support for MegatronGPTSFTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Deduplicate word embedding init code in MegatronGPTModel and MegatronGPTSFTModel into one method

Signed-off-by: Valerie Sarge <[email protected]>

* Correct TP group init call in MegatronGPTSFTModel to check for both TE and MCore, as in MegatronGPTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Correct accidental double pipeline parallel size check

Signed-off-by: Valerie Sarge <[email protected]>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Correct get_gpt_module_list -> get_model_module_list from SFT model

Signed-off-by: Valerie Sarge <[email protected]>

---------

Signed-off-by: Valerie Sarge <[email protected]>
Co-authored-by: Eric Harper <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Signed-off-by: stevehuang52 <[email protected]>
ssh-meister pushed a commit to ssh-meister/NeMo that referenced this pull request Feb 15, 2024
@vysarge @ericharper
@pre-commit-ci @sashameister
Virtual pipeline parallel support for MegatronGPTSFTModel (NVIDIA#7964)
74fea6d 
* Virtual pipeline parallel support for MegatronGPTSFTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Deduplicate word embedding init code in MegatronGPTModel and MegatronGPTSFTModel into one method

Signed-off-by: Valerie Sarge <[email protected]>

* Correct TP group init call in MegatronGPTSFTModel to check for both TE and MCore, as in MegatronGPTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Correct accidental double pipeline parallel size check

Signed-off-by: Valerie Sarge <[email protected]>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Correct get_gpt_module_list -> get_model_module_list from SFT model

Signed-off-by: Valerie Sarge <[email protected]>

---------

Signed-off-by: Valerie Sarge <[email protected]>
Co-authored-by: Eric Harper <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Signed-off-by: Sasha Meister <[email protected]>
@vysarge vysarge deleted the vsarge/gpt_sft_vp branch March 12, 2024 22:36
pablo-garay pushed a commit that referenced this pull request Mar 19, 2024
@vysarge @ericharper
@pre-commit-ci @pablo-garay
Virtual pipeline parallel support for MegatronGPTSFTModel (#7964)
fc3456a 
* Virtual pipeline parallel support for MegatronGPTSFTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Deduplicate word embedding init code in MegatronGPTModel and MegatronGPTSFTModel into one method

Signed-off-by: Valerie Sarge <[email protected]>

* Correct TP group init call in MegatronGPTSFTModel to check for both TE and MCore, as in MegatronGPTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Correct accidental double pipeline parallel size check

Signed-off-by: Valerie Sarge <[email protected]>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Correct get_gpt_module_list -> get_model_module_list from SFT model

Signed-off-by: Valerie Sarge <[email protected]>

---------

Signed-off-by: Valerie Sarge <[email protected]>
Co-authored-by: Eric Harper <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Signed-off-by: Pablo Garay <[email protected]>
rohitrango pushed a commit to rohitrango/NeMo that referenced this pull request Jun 25, 2024
@vysarge @ericharper @pre-commit-ci
Virtual pipeline parallel support for MegatronGPTSFTModel (NVIDIA#7964)
34753c7 
* Virtual pipeline parallel support for MegatronGPTSFTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Deduplicate word embedding init code in MegatronGPTModel and MegatronGPTSFTModel into one method

Signed-off-by: Valerie Sarge <[email protected]>

* Correct TP group init call in MegatronGPTSFTModel to check for both TE and MCore, as in MegatronGPTModel

Signed-off-by: Valerie Sarge <[email protected]>

* Correct accidental double pipeline parallel size check

Signed-off-by: Valerie Sarge <[email protected]>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Correct get_gpt_module_list -> get_model_module_list from SFT model

Signed-off-by: Valerie Sarge <[email protected]>

---------

Signed-off-by: Valerie Sarge <[email protected]>
Co-authored-by: Eric Harper <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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