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Extending modelopt spec for TEDotProductAttention #10523

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merged 2 commits into from
Sep 24, 2024

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@janekl janekl commented Sep 18, 2024

What does this PR do ?

Extending modelopt spec (used for PTQ) to use TEDotProductAttention in order to support long-context models using sliding window attention (e.g. StarCoder2), see also https://github.com/NVIDIA/Megatron-LM/blob/main/megatron/core/inference/modelopt_support/gpt/model_specs.py.

Collection: NLP

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…dow attention

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
@janekl janekl force-pushed the jlasek/ptq_modelopt_spec_swa branch from ca4f1c4 to 2ab4177 Compare September 24, 2024 11:35
@janekl janekl added Run CICD and removed Run CICD labels Sep 24, 2024
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LGTM

@janekl janekl added r2.0.0 and removed 2.0.0 labels Sep 24, 2024
@janekl janekl merged commit 0fad1c1 into main Sep 24, 2024
202 of 303 checks passed
@janekl janekl deleted the jlasek/ptq_modelopt_spec_swa branch September 24, 2024 14:40
ko3n1g pushed a commit that referenced this pull request Sep 24, 2024
* Extend modelopt spec for TEDotProductAttention to support sliding window attention

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

* Simplify import guarding

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

---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
ko3n1g added a commit that referenced this pull request Sep 26, 2024
* Extend modelopt spec for TEDotProductAttention to support sliding window attention



* Simplify import guarding



---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Co-authored-by: Jan Lasek <janek.lasek@gmail.com>
rachitgarg91 pushed a commit to rachitgarg91/NeMo that referenced this pull request Sep 26, 2024
* Extend modelopt spec for TEDotProductAttention to support sliding window attention

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

* Simplify import guarding

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

---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
monica-sekoyan pushed a commit that referenced this pull request Oct 14, 2024
* Extend modelopt spec for TEDotProductAttention to support sliding window attention

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

* Simplify import guarding

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

---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
tomlifu pushed a commit to tomlifu/NeMo that referenced this pull request Oct 25, 2024
* Extend modelopt spec for TEDotProductAttention to support sliding window attention

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

* Simplify import guarding

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

---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: Lifu Zhang <tomzhanglf@gmail.com>
tomlifu pushed a commit to tomlifu/NeMo that referenced this pull request Oct 25, 2024
* Extend modelopt spec for TEDotProductAttention to support sliding window attention

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

* Simplify import guarding

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

---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: Lifu Zhang <tomzhanglf@gmail.com>
hainan-xv pushed a commit to hainan-xv/NeMo that referenced this pull request Nov 5, 2024
* Extend modelopt spec for TEDotProductAttention to support sliding window attention

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

* Simplify import guarding

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

---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: Hainan Xu <hainanx@nvidia.com>
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2 participants