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[NeMo-UX] Adding MegatronParallel #8987

Merged
merged 21 commits into from
Apr 22, 2024
Merged

[NeMo-UX] Adding MegatronParallel #8987

merged 21 commits into from
Apr 22, 2024

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cuichenx
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NeMo-UX PR 1, add megatron_parallel.py and associated tests

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class CallbackMethods:
def on_megatron_step_start(self, *args, **kwargs) -> None:
...

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@cuichenx cuichenx requested a review from ericharper April 21, 2024 18:47
vp_size: Optional[int] = None,
cpu: bool = False,
) -> None:
from apex.transformer.tensor_parallel.layers import set_defaults_if_not_set_tensor_model_parallel_attributes
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We want to remove dependency on apex, can this temporarily go in nemo? Ultimately in mcore?

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Yeah makes sense. Let's do that in a separate PR so we can update it everywhere in NeMo.

Comment on lines +836 to +831
return data_iterator # TODO @tmoon: Remove
# TODO @tmoon: Use once available in Megatron-LM
# return DataIteratorList([data_iterator])
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Can we clean this up?

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Let's clean this up everywhere soon, since this is copied from elsewhere in NeMo.

Comment on lines +879 to +874
return iters # TODO @tmoon: Remove
# TODO @tmoon: Use once available in Megatron-LM
# return DataIteratorList(iters)
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can we clean this up?

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This is copied from elsewhere in NeMo. If we clean this up, let's do this in a separate PR so we can do it everywhere.

marcromeyn and others added 10 commits April 22, 2024 10:30
Signed-off-by: Marc Romeyn <marcromeyn@gmail.com>
* Detect 'arcname' prefix in utils when handling .nemo tarball

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>

* Address megatron_amp_O2 = True case in quantization

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* PR #8810: Fix import of get_gpt_layer_ammo_spec

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* PR #8853: Fix memory leak at loss func

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* Update Latest News

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* Responsible Gen AI using NeMo and Picasso
* NeMo powering Amazon Titan foundation models

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# limitations under the License.

import math
import time

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Import of 'time' is not used.
shashank3959 and others added 2 commits April 22, 2024 10:47
Signed-off-by: Shashank Verma <shashankv@nvidia.com>
Signed-off-by: Marc Romeyn <marcromeyn@gmail.com>
for more information, see https://pre-commit.ci

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cuichenx and others added 8 commits April 22, 2024 10:48
Signed-off-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: Marc Romeyn <marcromeyn@gmail.com>
for more information, see https://pre-commit.ci

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@marcromeyn marcromeyn force-pushed the nemo-ux/megatron-parallel branch from aac093d to ef2dd78 Compare April 22, 2024 08:49
@marcromeyn marcromeyn merged commit 8349651 into main Apr 22, 2024
33 of 128 checks passed
@marcromeyn marcromeyn deleted the nemo-ux/megatron-parallel branch April 22, 2024 11:38
xingyaoww pushed a commit to xingyaoww/NeMo that referenced this pull request Apr 23, 2024
* Adding MegatronParallel

Signed-off-by: Marc Romeyn <marcromeyn@gmail.com>

* Minor quantization pipeline updates (NVIDIA#8924)

* Detect 'arcname' prefix in utils when handling .nemo tarball

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>

* Address megatron_amp_O2 = True case in quantization

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>

* Add Megatron-LM to PYTHONPATH correctly in Jenkinsfile

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>

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* Fix memory leak at loss func (NVIDIA#8868)

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* PR NVIDIA#8810: Fix import of get_gpt_layer_ammo_spec

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alxzhang-amazon pushed a commit to alxzhang-amazon/NeMo that referenced this pull request Apr 26, 2024
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galv pushed a commit to galv/NeMo that referenced this pull request Apr 29, 2024
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suiyoubi pushed a commit that referenced this pull request May 2, 2024
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rohitrango pushed a commit to rohitrango/NeMo that referenced this pull request Jun 25, 2024
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---------

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---------

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