tied weights for adapters #6928

arendu · 2023-06-27T21:36:47Z

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github-actions · 2023-07-25T02:00:39Z

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.

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

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aklife97

LGTM, thank you!

* wip Signed-off-by: arendu <[email protected]> * wip Signed-off-by: arendu <[email protected]> * tied lora weights Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * lora and adapter tying Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * layer selection wip Signed-off-by: arendu <[email protected]> * added layer selection Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * make ln optional Signed-off-by: arendu <[email protected]> * layer section Signed-off-by: arendu <[email protected]> * small dim pos emb Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adapter w/o layer norm and weight tying Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval works with all pos embeddings strategy Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update Signed-off-by: arendu <[email protected]> * mlp transform of pos embeddings Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * zero init position bias Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * merge Signed-off-by: arendu <[email protected]> * minor fix Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Siddharth Tyagi <[email protected]> Signed-off-by: Siddharth Tyagi <[email protected]>

* wip Signed-off-by: arendu <[email protected]> * wip Signed-off-by: arendu <[email protected]> * tied lora weights Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * lora and adapter tying Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * layer selection wip Signed-off-by: arendu <[email protected]> * added layer selection Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * make ln optional Signed-off-by: arendu <[email protected]> * layer section Signed-off-by: arendu <[email protected]> * small dim pos emb Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adapter w/o layer norm and weight tying Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval works with all pos embeddings strategy Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update Signed-off-by: arendu <[email protected]> * mlp transform of pos embeddings Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * zero init position bias Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * merge Signed-off-by: arendu <[email protected]> * minor fix Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: dorotat <[email protected]>

* wip Signed-off-by: arendu <[email protected]> * wip Signed-off-by: arendu <[email protected]> * tied lora weights Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * lora and adapter tying Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * layer selection wip Signed-off-by: arendu <[email protected]> * added layer selection Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * make ln optional Signed-off-by: arendu <[email protected]> * layer section Signed-off-by: arendu <[email protected]> * small dim pos emb Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adapter w/o layer norm and weight tying Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval works with all pos embeddings strategy Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update Signed-off-by: arendu <[email protected]> * mlp transform of pos embeddings Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * zero init position bias Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * merge Signed-off-by: arendu <[email protected]> * minor fix Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

arendu added 3 commits June 23, 2023 17:50

wip

78366ff

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

wip

02e824a

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

tied lora weights

67f35ce

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

github-actions bot added the NLP label Jun 27, 2023

arendu changed the title ~~Adithyare/tied lora~~ tied weights for adapters Jun 27, 2023

pre-commit-ci bot and others added 20 commits June 27, 2023 21:37

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

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lora and adapter tying

fef1763

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

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Merge branch 'main' into adithyare/tied_lora

b38de10

Merge branch 'adithyare/tied_lora' of https://github.com/NVIDIA/NeMo …

5adebba

…into adithyare/tied_lora

layer selection wip

db949f3

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

Merge branch 'adithyare/tied_lora' of https://github.com/NVIDIA/NeMo …

e4cd1dc

…into adithyare/tied_lora

added layer selection

356ec63

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

96c936b

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make ln optional

f2c0017

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Merge branch 'adithyare/tied_lora' of https://github.com/NVIDIA/NeMo …

81d081f

…into adithyare/tied_lora

layer section

1188a16

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

small dim pos emb

f5dcf33

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

ab1e295

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adapter w/o layer norm and weight tying

7430d3e

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

fc8278c

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eval works with all pos embeddings strategy

620aabd

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

889d475

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update

18e2f37

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Merge branch 'adithyare/tied_lora' of https://github.com/NVIDIA/NeMo …

123f89c

…into adithyare/tied_lora

github-actions bot added the stale label Jul 25, 2023

arendu and others added 2 commits July 27, 2023 13:44

mlp transform of pos embeddings

8c18bc4

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

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github-actions bot removed the stale label Jul 28, 2023

arendu and others added 10 commits July 28, 2023 11:48

zero init position bias

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merged

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Merge branch 'main' into adithyare/tied_lora

dd0c9ee

Merge branch 'adithyare/tied_lora' of https://github.com/NVIDIA/NeMo …

82e3a1d

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merge

bea09bb

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Merge branch 'main' into adithyare/tied_lora

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Merge branch 'main' into adithyare/tied_lora

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Merge branch 'main' into adithyare/tied_lora

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Merge branch 'main' into adithyare/tied_lora

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arendu marked this pull request as ready for review August 15, 2023 04:10

arendu requested a review from aklife97 August 15, 2023 04:10

arendu and others added 5 commits August 16, 2023 10:47

Merge branch 'main' into adithyare/tied_lora

dcc5817

Merge branch 'main' into adithyare/tied_lora

6fc7722

minor fix

90aa911

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Merge branch 'main' into adithyare/tied_lora

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Merge branch 'main' into adithyare/tied_lora

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aklife97 approved these changes Aug 18, 2023

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aklife97 merged commit f26b2f1 into main Aug 18, 2023
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aklife97 deleted the adithyare/tied_lora branch August 18, 2023 21:13

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tied weights for adapters #6928

tied weights for adapters #6928

arendu commented Jun 27, 2023

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tied weights for adapters #6928

tied weights for adapters #6928

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arendu commented Jun 27, 2023

What does this PR do ?

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