add support for new mcore ds features #9388

dimapihtar · 2024-06-05T14:15:14Z

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Adds new mcore dataset features to NeMo.

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

nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py

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

ShriyaPalsamudram · 2024-06-06T15:41:51Z

@dimapihtar - can you add
drop_last_partial_validation_sequence = True and add_extra_token_to_sequence = True to a github actions test?

dimapihtar · 2024-06-07T16:12:25Z

@dimapihtar - can you add drop_last_partial_validation_sequence = True and add_extra_token_to_sequence = True to a github actions test?

@ShriyaPalsamudram we have these values as True by default so I think all the tests are running in this way.

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

jkamalu · 2024-06-10T16:59:30Z

One necessary consistency test will be to measure validation eval between legacy and mcore code paths, with all options turned on to eval on the entire validation dataset

You'll have to make sure that the loss and ppl computation is able to handle partial batches and partial sequences. NeMo already does this at least for the legacy code path, but you'll want to make sure there aren't any breaking changes.

nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py

nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py

nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py

…lers.py Co-authored-by: jbaczek <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]>

…el.py Co-authored-by: jbaczek <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]>

Signed-off-by: Dmytro Pykhtar <[email protected]>

* add validation_drop_last and add_extra_token params support for mcore ds Signed-off-by: dimapihtar <[email protected]> * pad samples with dummy tokens only Signed-off-by: dimapihtar <[email protected]> * Apply isort and black reformatting Signed-off-by: dimapihtar <[email protected]> * use no_seqlen_plus_one_input_tokens as mcore's add_extra_token Signed-off-by: dimapihtar <[email protected]> * revert config Signed-off-by: dimapihtar <[email protected]> * revert config Signed-off-by: dimapihtar <[email protected]> * set train_valid_test_num_samples[1] to None Signed-off-by: dimapihtar <[email protected]> * add test case when validation_drop_last is False Signed-off-by: dimapihtar <[email protected]> * revert config Signed-off-by: dimapihtar <[email protected]> * set validation_drop_last as True by default Signed-off-by: dimapihtar <[email protected]> * Update nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py Co-authored-by: jbaczek <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> * Update nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py Co-authored-by: jbaczek <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: dimapihtar <[email protected]> Signed-off-by: dimapihtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: dimapihtar <[email protected]> Co-authored-by: jbaczek <[email protected]> Signed-off-by: Jan Lasek <[email protected]>

* add validation_drop_last and add_extra_token params support for mcore ds Signed-off-by: dimapihtar <[email protected]> * pad samples with dummy tokens only Signed-off-by: dimapihtar <[email protected]> * Apply isort and black reformatting Signed-off-by: dimapihtar <[email protected]> * use no_seqlen_plus_one_input_tokens as mcore's add_extra_token Signed-off-by: dimapihtar <[email protected]> * revert config Signed-off-by: dimapihtar <[email protected]> * revert config Signed-off-by: dimapihtar <[email protected]> * set train_valid_test_num_samples[1] to None Signed-off-by: dimapihtar <[email protected]> * add test case when validation_drop_last is False Signed-off-by: dimapihtar <[email protected]> * revert config Signed-off-by: dimapihtar <[email protected]> * set validation_drop_last as True by default Signed-off-by: dimapihtar <[email protected]> * Update nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py Co-authored-by: jbaczek <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> * Update nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py Co-authored-by: jbaczek <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: dimapihtar <[email protected]> Signed-off-by: dimapihtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: dimapihtar <[email protected]> Co-authored-by: jbaczek <[email protected]>

add validation_drop_last and add_extra_token params support for mcore ds

1324518

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

github-actions bot added the NLP label Jun 5, 2024

dimapihtar changed the title ~~add validation_drop_last and add_extra_token params support for mcore ds~~ add support for mcore ds new features Jun 5, 2024

dimapihtar and others added 2 commits June 6, 2024 05:10

pad samples with dummy tokens only

47f6576

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

Apply isort and black reformatting

f042feb

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

github-advanced-security bot found potential problems Jun 6, 2024

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nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py Dismissed Show dismissed Hide dismissed

dimapihtar marked this pull request as ready for review June 6, 2024 13:27

dimapihtar added 3 commits June 6, 2024 06:32

use no_seqlen_plus_one_input_tokens as mcore's add_extra_token

0feefaf

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

revert config

f78f0b2

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

revert config

cd6f910

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

dimapihtar requested a review from ShriyaPalsamudram June 6, 2024 13:39

Merge branch 'main' into dpykhtar/mcore_ds_features

6288382

dimapihtar changed the title ~~add support for mcore ds new features~~ add support for new mcore ds features Jun 6, 2024

dimapihtar added the Run CICD label Jun 6, 2024

ShriyaPalsamudram requested a review from jbaczek June 6, 2024 15:36

Merge branch 'main' into dpykhtar/mcore_ds_features

5f9534a

dimapihtar and others added 3 commits June 10, 2024 14:36

Merge branch 'main' into dpykhtar/mcore_ds_features

b9df540

set train_valid_test_num_samples[1] to None

5a355be

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

add test case when validation_drop_last is False

0dee6e3

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

github-actions bot added the CI label Jun 10, 2024

dimapihtar and others added 3 commits June 10, 2024 09:48

revert config

eaa7d17

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

set validation_drop_last as True by default

10cc59a

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

Merge branch 'main' into dpykhtar/mcore_ds_features

d8371d5

dimapihtar added Run CICD and removed Run CICD labels Jun 10, 2024

jkamalu reviewed Jun 10, 2024

View reviewed changes

nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py Outdated Show resolved Hide resolved

jbaczek reviewed Jun 11, 2024

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nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py Outdated Show resolved Hide resolved

jbaczek reviewed Jun 11, 2024

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nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py Outdated Show resolved Hide resolved

dimapihtar and others added 3 commits June 11, 2024 15:37

Update nemo/collections/nlp/data/language_modeling/megatron/data_samp…

7896242

…lers.py Co-authored-by: jbaczek <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]>

Update nemo/collections/nlp/models/language_modeling/megatron_gpt_mod…

54bfda3

…el.py Co-authored-by: jbaczek <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]>

Merge branch 'main' into dpykhtar/mcore_ds_features

d4d0385

Signed-off-by: Dmytro Pykhtar <[email protected]>

dimapihtar added Run CICD and removed Run CICD labels Jun 11, 2024

ShriyaPalsamudram approved these changes Jun 11, 2024

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dimapihtar merged commit 91ab412 into main Jun 11, 2024
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dimapihtar deleted the dpykhtar/mcore_ds_features branch June 11, 2024 15:27

ko3n1g mentioned this pull request Jul 18, 2024

Release 2.0.0rc1 #9786

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add support for new mcore ds features #9388

add support for new mcore ds features #9388

dimapihtar commented Jun 5, 2024 •

edited

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ShriyaPalsamudram commented Jun 6, 2024

dimapihtar commented Jun 7, 2024

jkamalu commented Jun 10, 2024 •

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add support for new mcore ds features #9388

add support for new mcore ds features #9388

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dimapihtar commented Jun 5, 2024 • edited Loading

What does this PR do ?

Changelog

Usage

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ShriyaPalsamudram commented Jun 6, 2024

dimapihtar commented Jun 7, 2024

jkamalu commented Jun 10, 2024 • edited Loading

dimapihtar commented Jun 5, 2024 •

edited

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jkamalu commented Jun 10, 2024 •

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