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add knobs for rope/swiglu fusion #8184

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merged 2 commits into from
Jan 24, 2024

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lhb8125
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@lhb8125 lhb8125 commented Jan 17, 2024

What does this PR do ?

Add knob for rope fusion
Add knob for swiglu fusion
Change knob for bias_gelu fusion

The PR is related to the PR of MLM: https://gitlab-master.nvidia.com/ADLR/megatron-lm/-/merge_requests/984

Collection: [NLP]

Changelog

  • Add specific line by line info of high level changes in this PR.

Usage

  • set model.apply_rope_fusion: true to enable rope fusion

  • set model.bias_activation_fusion: true to enable bias+activation fusion, which works for both gelu and swiglu type.

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  • New Feature
  • Bugfix
  • Documentation

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  • Related to # (issue)

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@ericharper ericharper merged commit d275d68 into NVIDIA:main Jan 24, 2024
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yaoyu-33 pushed a commit that referenced this pull request Jan 31, 2024
Signed-off-by: Hongbin Liu <[email protected]>
Co-authored-by: Hongbin Liu <[email protected]>
stevehuang52 pushed a commit that referenced this pull request Jan 31, 2024
Signed-off-by: Hongbin Liu <[email protected]>
Co-authored-by: Hongbin Liu <[email protected]>
Signed-off-by: stevehuang52 <[email protected]>
ssh-meister pushed a commit to ssh-meister/NeMo that referenced this pull request Feb 15, 2024
Signed-off-by: Hongbin Liu <[email protected]>
Co-authored-by: Hongbin Liu <[email protected]>
Signed-off-by: Sasha Meister <[email protected]>
pablo-garay pushed a commit that referenced this pull request Mar 19, 2024
Signed-off-by: Hongbin Liu <[email protected]>
Co-authored-by: Hongbin Liu <[email protected]>
Signed-off-by: Pablo Garay <[email protected]>
rohitrango pushed a commit to rohitrango/NeMo that referenced this pull request Jun 25, 2024
Signed-off-by: Hongbin Liu <[email protected]>
Co-authored-by: Hongbin Liu <[email protected]>
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3 participants