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Use ModelOpt build_tensorrt_llm for building engines for qnemo checkpoints #9452
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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>
Signed-off-by: janekl <janekl@users.noreply.github.com>
oyilmaz-nvidia
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LGTM
galv
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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
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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
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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>
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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 a code snippet demonstrating how to use this
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