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Add Sequence-Level KD #2220

Merged
merged 8 commits into from
Oct 11, 2024
Merged

Add Sequence-Level KD #2220

merged 8 commits into from
Oct 11, 2024

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mst272
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@mst272 mst272 commented Oct 11, 2024

What does this PR do?

In the original paper, they compared Sequence-Level KD 、Supervised KD and GKD (On-policy). In trl GKDTrainer, Supervised KD and GKD have been implemented. So i add Sequence-Level KD in GKDTrainer, control whether to perform Sequence-Level KD through a seq_kd parameter.

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@kashif
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kashif commented Oct 11, 2024

thanks @mst272 can you also kindly add these options to the docs-strings and the documentation of GKDTrainer?

@mst272
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mst272 commented Oct 11, 2024

hi@kashif,I've added these to the docs-strings and the documentation

trl/trainer/gkd_config.py Outdated Show resolved Hide resolved
docs/source/gkd_trainer.md Outdated Show resolved Hide resolved
trl/trainer/gkd_config.py Outdated Show resolved Hide resolved
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@qgallouedec qgallouedec left a comment

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LGTM, I leave the last word to @kashif

Co-authored-by: Quentin Gallouédec <45557362+qgallouedec@users.noreply.github.com>
@kashif kashif merged commit 7f0d246 into huggingface:main Oct 11, 2024
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3 participants