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Use ModelOpt build_tensorrt_llm for building engines for qnemo checkpoints #9452

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merged 15 commits into from
Jun 12, 2024

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@janekl janekl commented Jun 12, 2024

What does this PR do ?

Use ModelOpt's build_tensorrt_llm utility for accuracy and performance alignment for engines build.

This introduces modelopt as an extra dependency in nemo.export module and it is a temporal solution. In long term engines for qnemo should be built directly using tensorrt_llm.

Collection: NLP

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

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janekl added 13 commits June 6, 2024 11:37
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
This reverts commit b0a4dd3.

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
This reverts commit 9e419e3.

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
This reverts commit be70812.

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

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

@oyilmaz-nvidia oyilmaz-nvidia merged commit 290456f into main Jun 12, 2024
112 checks passed
@oyilmaz-nvidia oyilmaz-nvidia deleted the jlasek/trtllm_modelopt_params_extra branch June 12, 2024 15:37
galv pushed a commit to galv/NeMo that referenced this pull request Jun 13, 2024
…oints (NVIDIA#9452)

* Enable specyfing alpha for SQ

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

* Enable specifying use_custom_all_reduce for export

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

* Use native TRT-LLM param names in export (partial)

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

* Detect TRT-LLM checkpoint programatically

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

* Pass use_custom_all_reduce in test_nemo_export.py

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

* Paramter parsing bugfix

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

* Revert "Paramter parsing bugfix"

This reverts commit b0a4dd3.

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

* Revert "Enable specifying use_custom_all_reduce for export"

This reverts commit 9e419e3.

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

* Revert "Pass use_custom_all_reduce in test_nemo_export.py"

This reverts commit be70812.

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

* Rename checkpoint detection function

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

* Use ModelOpt build_tensorrt_llm utility for qnemo for performance alignment

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

* Import fix

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

* Apply isort and black reformatting

Signed-off-by: janekl <janekl@users.noreply.github.com>

---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: janekl <janekl@users.noreply.github.com>
Co-authored-by: janekl <janekl@users.noreply.github.com>
JesusPaz pushed a commit to JesusPaz/NeMo that referenced this pull request Jun 18, 2024
…oints (NVIDIA#9452)

* Enable specyfing alpha for SQ

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

* Enable specifying use_custom_all_reduce for export

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

* Use native TRT-LLM param names in export (partial)

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

* Detect TRT-LLM checkpoint programatically

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

* Pass use_custom_all_reduce in test_nemo_export.py

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

* Paramter parsing bugfix

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

* Revert "Paramter parsing bugfix"

This reverts commit b0a4dd3.

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

* Revert "Enable specifying use_custom_all_reduce for export"

This reverts commit 9e419e3.

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

* Revert "Pass use_custom_all_reduce in test_nemo_export.py"

This reverts commit be70812.

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

* Rename checkpoint detection function

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

* Use ModelOpt build_tensorrt_llm utility for qnemo for performance alignment

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

* Import fix

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

* Apply isort and black reformatting

Signed-off-by: janekl <janekl@users.noreply.github.com>

---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: janekl <janekl@users.noreply.github.com>
Co-authored-by: janekl <janekl@users.noreply.github.com>
rohitrango pushed a commit to rohitrango/NeMo that referenced this pull request Jun 25, 2024
…oints (NVIDIA#9452)

* Enable specyfing alpha for SQ

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

* Enable specifying use_custom_all_reduce for export

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

* Use native TRT-LLM param names in export (partial)

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

* Detect TRT-LLM checkpoint programatically

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

* Pass use_custom_all_reduce in test_nemo_export.py

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

* Paramter parsing bugfix

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

* Revert "Paramter parsing bugfix"

This reverts commit b0a4dd3.

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

* Revert "Enable specifying use_custom_all_reduce for export"

This reverts commit 9e419e3.

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

* Revert "Pass use_custom_all_reduce in test_nemo_export.py"

This reverts commit be70812.

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

* Rename checkpoint detection function

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

* Use ModelOpt build_tensorrt_llm utility for qnemo for performance alignment

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

* Import fix

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

* Apply isort and black reformatting

Signed-off-by: janekl <janekl@users.noreply.github.com>

---------

Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
Signed-off-by: janekl <janekl@users.noreply.github.com>
Co-authored-by: janekl <janekl@users.noreply.github.com>
@ko3n1g ko3n1g mentioned this pull request Jul 18, 2024
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