Update import 'pytorch_lightning' -> 'lightning.pytorch' #11252
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[🤖]: Hi @maanug-nv 👋, We wanted to let you know that a CICD pipeline for this PR just finished successfully So it might be time to merge this PR or get some approvals I'm just a bot so I'll leave it you what to do next. //cc @pablo-garay @ko3n1g |
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Signed-off-by: Shriya Palsamudram <spalsamudram@nvidia.com>
Fix FaultTolerencePlugin
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Add StragglerDetection callback to all NeMo2.0 recipes
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change github actions test
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Revert enabling straggler_detection by default in all recipes
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Remove unused imports
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Remove extra check in ConfigValidationPlugin
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Address pylinter issues
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Improve straggler detection testing and add doc string
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fix paths
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Add assert for crash
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Set FAULT_TOL_FINISHED_FLAG_FILE and FAULT_TOL_CFG_PATH
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Add openai-gelu in gated activation (#11293)
Fixes per comments (#11280)
* Fixes per comments
Signed-off-by: Gomathy Venkata Krishnan <gvenkatakris@nvidia.com>
* Update README
Signed-off-by: Gomathy Venkata Krishnan <gvenkatakris@nvidia.com>
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Signed-off-by: Gomathy Venkata Krishnan <gvenkatakris@nvidia.com>
Add T5TTS (#11193)
* added training and inference recipes for T5-TTS.
* fix some attention errors
* add copyright headers.
* added TODO and detail error log info.
* fixed missing a corner case.
* added classes to __all__
* fixed to return either self-attention scores or cross-attention scores in ParallelTransformerLayer_ class.
Signed-off-by: XuesongYang <XuesongYang@users.noreply.github.com>
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Signed-off-by: Xuesong Yang <16880-xueyang@users.noreply.gitlab-master.nvidia.com>
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Co-authored-by: blisc <blisc@users.noreply.github.com>
Co-authored-by: Xuesong Yang <16880-xueyang@users.noreply.gitlab-master.nvidia.com>
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ci: Exclude CPU machines from scan (#11300)
Signed-off-by: Oliver Koenig <okoenig@nvidia.com>
Revert "fix(export): GPT models w/ bias=False convert properly (#11255)" (#11301)
This reverts commit 2d4f4953881b9e2d118d3ffeba7e64625d827d11.
remove redundant docs (#11302)
Create phi3mini.py (#11281)
* Create phi3mini.py
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* Create phi3_mini_4k_instruct.py for adding to recipe
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Update phi3_mini_4k_instruct.py and removed Performant recipe
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Update phi3_mini_4k_instruct.py and removing performant condition
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Update phi3_mini_4k_instruct.py with docstring changes
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* Update __init__.py
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* fixing pylint warnings
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* correcting typos and adding working recipe files
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Integrate lm-eval-harness for evaluations in NeMo (#10621)
* Add evaluate method and other minor fixes
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* Add inference params to evaluate method
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* Add wait_for_rest_service fn to evaluate method
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* Add logprobs to be returned by Pytriton for trtllm models
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* Increase max_retries in wait_for_rest_service method
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* Add unset slurm vars and use env vars for Triton args
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* Add logic to get logProbs from logits
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* Refactor, clean and organize the code
1) Refactors the code and creates an evaluation folder where all util methods live
2) Add doctsrings, comments
3) Expose gather_context_logits, gather_generation_logits in trtllm and add output_generation_logits flag to return generation logits and remove output_logporbs as its not getting used anymore
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* Add copyright and initialize special_tokens_kwargs in eval_utils.py
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* Add the following chanes
1) Move get_trtllm_deployable and unset_environment_variables to deploy base.py
2) Rename eval_utils.py to base.py
3) REstore scripts/export/convert_nemo2_for_export.py
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* Fix a minor typo
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* Revert output_log_probs and all_probs arg in tensorrt_llm_run.py
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* Fix docstrings formatting
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* Pylint and other minor fixes
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* Fix pylint and typos
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* Apply isort and black reformatting
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* Avoid multiple calls for tokenizer_type
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* Replace print statements with logging statements
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Co-authored-by: Ananth Subramaniam <ananth.subramaniam@gmail.com>
ci: Fix release workflow (#11286)
* ci: Fix release workflow
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* fix
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* fix
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* fix
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* fix
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* Update .github/workflows/release.yml
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Update import 'pytorch_lightning' -> 'lightning.pytorch' (#11252)
* update import in collections/llm
Signed-off-by: Maanu Grover <maanug@nvidia.com>
* update import in lightning
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* update fabric import in lightning
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* Apply isort and black reformatting
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* update import in collections/asr
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* update import in collections/tts
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* Apply isort and black reformatting
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* update requirements
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* unused imports
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* update import in tests
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* Apply isort and black reformatting
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* update import in collections/common
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* update import in core
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* Apply isort and black reformatting
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* update import in utils
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* Apply isort and black reformatting
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* update import in collections/nlp
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* update fabric import in collections/nlp
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* Apply isort and black reformatting
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* Apply isort and black reformatting
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* update import in nlp examples
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* update import in asr examples
Signed-off-by: Maanu Grover <maanug@nvidia.com>
* update import in llm examples
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* update import in tts examples
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* update fabric import in nlp examples
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* update import in deploy
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* Apply isort and black reformatting
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* update import in slu examples
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* update import in speaker_tasks examples
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* update import in collections/audio
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* update import in audio examples
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* update import in collections/llm
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* Apply isort and black reformatting
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* update import in collections/vlm
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* update import in collections/diffusion
Signed-off-by: Maanu Grover <maanug@nvidia.com>
* update import in collections/vision
Signed-off-by: Maanu Grover <maanug@nvidia.com>
* update import in collections/multimodal
Signed-off-by: Maanu Grover <maanug@nvidia.com>
* update import in multimodal examples
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* update import in vision examples
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* Apply isort and black reformatting
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* update import in scripts
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* Update baseline
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* Apply isort and black reformatting
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* revert bad change
Signed-off-by: Maanu Grover <maanug@nvidia.com>
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Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com>
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Co-authored-by: maanug-nv <maanug-nv@users.noreply.github.com>
Co-authored-by: artbataev <artbataev@users.noreply.github.com>
fix perf plugin CUDA_DEVICE_MAX_CONNECTIONS setting (#11299)
* fix
Signed-off-by: Jimmy Zhang <jiemingz@nvidia.com>
* Docstrings
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* Apply isort and black reformatting
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Co-authored-by: Jimmy Zhang <jiemingz@nvidia.com>
Co-authored-by: JimmyZhang12 <JimmyZhang12@users.noreply.github.com>
PTQ via NeMo-Run CLI (#10984)
* PTQ support in nemo CLI
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
* Naming engine vs checkpoint
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
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Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
PTQ memory optimization (#11257)
* Initial commit
Signed-off-by: Piotr Kaminski <pikaminski@nvidia.com>
* Apply isort and black reformatting
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* Add sample generate
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* Apply isort and black reformatting
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* Nemotron quantization, reduce diff
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* Apply isort and black reformatting
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* Apply isort and black reformatting
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* Reduce diff
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* code review suggestions
Signed-off-by: Piotr Kaminski <pikaminski@nvidia.com>
* Bug fixes
Signed-off-by: Piotr Kaminski <pikaminski@nvidia.com>
* remove not needed import
Signed-off-by: Piotr Kaminski <pikaminski@nvidia.com>
* fix model type and allow ddp/optim setup
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Signed-off-by: Piotr Kamiński <67481570+Laplasjan107@users.noreply.github.com>
Co-authored-by: Piotr Kaminski <pikaminski@nvidia.com>
Co-authored-by: Laplasjan107 <Laplasjan107@users.noreply.github.com>
Co-authored-by: Jan Lasek <janek.lasek@gmail.com>
update README.md (#11223)
Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com>
Add `attention_bias` argument in transformer block and transformer layer modules, addressing change in MCore (#11289)
* fix api
Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com>
* fix ci
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* add docstring
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* Apply isort and black reformatting
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* fix docstring2
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* Apply isort and black reformatting
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* fix line too long
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Remove pytorch-lightning (#11306)
* update import in docs
Signed-off-by: Maanu Grover <maanug@nvidia.com>
* update import in tutorials
Signed-off-by: Maanu Grover <maanug@nvidia.com>
* remove pl requirement
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* missed import updates
Signed-off-by: Maanu Grover <maanug@nvidia.com>
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Signed-off-by: Maanu Grover <maanug@nvidia.com>
Adding multimodal examples (#11279)
* Adding multimodal examples
* Apply isort and black reformatting
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Signed-off-by: shanmugamr1992 <shanmugamr1992@users.noreply.github.com>
Co-authored-by: Shanmugam Ramasamy <shanmugamr@shanmugamr-mlt.client.nvidia.com>
Co-authored-by: shanmugamr1992 <shanmugamr1992@users.noreply.github.com>
Update T5 attention-mask shapes to be compatible with all attention-backend in new TE versions (#11059)
* initial commits
* updating cicd test
* commit for FlashFused T5 from Mcore
* testing CICD
* update code for data/mock, update mcore commit for dockerfile
* fix error
* fix error
* fix error in nemo/collections/llm/inference/base.py
* update t5/data/mock.py
* fix cicd erorr
* remove unused libs
* address Yu Yao's comments
* Apply isort and black reformatting
Signed-off-by: huvunvidia <huvunvidia@users.noreply.github.com>
---------
Signed-off-by: huvunvidia <huvunvidia@users.noreply.github.com>
Co-authored-by: Huy Vu2 <huvu@login-eos02.eos.clusters.nvidia.com>
Co-authored-by: huvunvidia <huvunvidia@users.noreply.github.com>
Add HF untrusted code toggle (#11313)
* add trust_remote_code toggle
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
---------
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
Co-authored-by: akoumpa <akoumpa@users.noreply.github.com>
P2p chunk size setting in nemo 2.0 (#11312)
* NCCL P2P communication chunk size
Signed-off-by: Sangkug Lym <slym@nvidia.com>
* NCCL P2P communication chunk size
Signed-off-by: Sangkug Lym <slym@nvidia.com>
---------
Signed-off-by: Sangkug Lym <slym@nvidia.com>
Nemo2 batcheval (#11158)
* initial draft for eval api
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* add dp to generate
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* Apply isort and black reformatting
Signed-off-by: HuiyingLi <HuiyingLi@users.noreply.github.com>
* add top_k=1 to defaul inf param to get deterministic output
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* change name
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* add eval ds and write to file to llm.generate
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* support standalone input jsonl
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
---------
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
Signed-off-by: HuiyingLi <HuiyingLi@users.noreply.github.com>
Co-authored-by: HuiyingLi <HuiyingLi@users.noreply.github.com>
DoRA (#11104)
* initial commit for DoRA
Signed-off-by: Chen Cui <chcui@nvidia.com>
* clean up code
Signed-off-by: Chen Cui <chcui@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: cuichenx <cuichenx@users.noreply.github.com>
* clean up
Signed-off-by: Chen Cui <chcui@nvidia.com>
* fix TP
Signed-off-by: Chen Cui <chcui@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: cuichenx <cuichenx@users.noreply.github.com>
* add dropout correction term
Signed-off-by: Chen Cui <chcui@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: cuichenx <cuichenx@users.noreply.github.com>
* add copyright and doc strings
Signed-off-by: Chen Cui <chcui@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: cuichenx <cuichenx@users.noreply.github.com>
* fix
Signed-off-by: Chen Cui <chcui@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: cuichenx <cuichenx@users.noreply.github.com>
* docstrings
Signed-off-by: Chen Cui <chcui@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: cuichenx <cuichenx@users.noreply.github.com>
* docstrings
Signed-off-by: Chen Cui <chcui@nvidia.com>
* add ci test
Signed-off-by: Chen Cui <chcui@nvidia.com>
* add ci test
Signed-off-by: Chen Cui <chcui@nvidia.com>
* typo
Signed-off-by: Chen Cui <chcui@nvidia.com>
* remove unused code
Signed-off-by: Chen Cui <chcui@nvidia.com>
* remove commented out code
Signed-off-by: Chen Cui <chcui@nvidia.com>
* fix
Signed-off-by: Chen Cui <chcui@nvidia.com>
* bug
Signed-off-by: Chen Cui <chcui@nvidia.com>
---------
Signed-off-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: cuichenx <cuichenx@users.noreply.github.com>
Co-authored-by: cuichenx <cuichenx@users.noreply.github.com>
Profiling - support Chakra & Kineto trace dumping (#11115)
* Support chakra trace dumping by cfg
Signed-off-by: Lily Wang <lilyw@nvidia.com>
remove the manual recording of process::init
Signed-off-by: Lily Wang <lilyw@nvidia.com>
1. Remove unnecessary kineto config 2. Fix typo
Signed-off-by: Lily Wang <lilyw@nvidia.com>
Change warning to exception when nsys is enabled with chakra profiling
Signed-off-by: Lily Wang <lilyw@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com>
* fix bug in identifying profiling start step
Signed-off-by: Lily Wang <lilyw@nvidia.com>
* Update baseline
Signed-off-by: lilyw97 <lilyw97@users.noreply.github.com>
* [1]remove unused import [2]switch to use isinstance instead of type() [3]move torch.profiling to function
Signed-off-by: Lily Wang <lilyw@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: lilyw97 <lilyw97@users.noreply.github.com>
---------
Signed-off-by: Lily Wang <lilyw@nvidia.com>
Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com>
Signed-off-by: lilyw97 <lilyw97@users.noreply.github.com>
Signed-off-by: Maanu Grover <109391026+maanug-nv@users.noreply.github.com>
Co-authored-by: Lily Wang <lilyw@cw-dfw-cs-001-vscode-01.cm.cluster>
Co-authored-by: Pablo Garay <palenq@gmail.com>
Co-authored-by: pablo-garay <pablo-garay@users.noreply.github.com>
Co-authored-by: lilyw97 <lilyw97@users.noreply.github.com>
Co-authored-by: Maanu Grover <109391026+maanug-nv@users.noreply.github.com>
NeMo 2.0 SFT PEFT notebooks (#10874)
* nemo2-sft notebook initial draft
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* remove mixtral info
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* minor fixes
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* minor fixes
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* minor fixes
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* add import_ckpt script and minor changes
Signed-off-by: HuiyingLi <willwin.lee@gmail.com>
* Random read for tarr files in lhotse dataloaders (#10536)
* Random read for tarr files in lhotse dataloaders
Signed-off-by: Nune <ntadevosyan@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: nune-tadevosyan <nune-tadevosyan@users.noreply.github.com>
* Solve failled tests
Signed-off-by: Nune <ntadevosyan@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: nune-tadevosyan <nune-tadevosyan@users.noreply.github.com>
* Adding a testcase
Signed-off-by: Nune <ntadevosyan@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: nune-tadevosyan <nune-tadevosyan@users.noreply.github.com>
* Some changs in tests
Signed-off-by: Nune <ntadevosyan@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: nune-tadevosyan <nune-tadevosyan@users.noreply.github.com>
* removing import
Signed-off-by: Nune <ntadevosyan@nvidia.com>
---------
Signed-off-by: Nune <ntadevosyan@nvidia.com>
Signed-off-by: nune-tadevosyan <nune-tadevosyan@users.noreply.github.com>
Co-authored-by: nune-tadevosyan <nune-tadevosyan@users.noreply.github.com>
* training code for hybrid-autoregressive inference model (#10841)
* training code for hybrid-autoregressive inference model
Signed-off-by: Hainan Xu <hainanx@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: hainan-xv <hainan-xv@users.noreply.github.com>
---------
Signed-off-by: Hainan Xu <hainanx@nvidia.com>
Signed-off-by: hainan-xv <hainan-xv@users.noreply.github.com>
Co-authored-by: Hainan Xu <hainanx@nvidia.com>
Co-authored-by: hainan-xv <hainan-xv@users.noreply.github.com>
* [🤠]: Howdy folks, let's bump `Dockerfile.ci` to 772faca ! (#10871)
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: pablo-garay <7166088+pablo-garay@users.noreply.github.com>
* Use trainer.local_rank/global_rank (#10860)
* fix global_rank calculation
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* use trainer's global/local rank
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
---------
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* remove stacking operation from batched functions (#10524)
* remove stacking operations
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* fixes im base class
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* clean up
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: lilithgrigoryan <lilithgrigoryan@users.noreply.github.com>
* remove potentially uninitialized local variable
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* restore batch_intilize states funcname
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* fix typo
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* fix potentially uninitialized local variable
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* fix potentially uninitialized local variable
in stateless transduser
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* fix test
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: lilithgrigoryan <lilithgrigoryan@users.noreply.github.com>
* fix docstring, rm comment
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
* fix dosctrings
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
---------
Signed-off-by: lilithgrigoryan <lgrigoryan@nvidia.com>
Signed-off-by: lilithgrigoryan <lilithgrigoryan@users.noreply.github.com>
Co-authored-by: lilithgrigoryan <lgrigoryan@nvidia.com>
Co-authored-by: lilithgrigoryan <lilithgrigoryan@users.noreply.github.com>
* [NeMo-UX] Add llm.generate to nemo.collections.llm (#10471)
* Add llm.generate
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Remove comment
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: hemildesai <hemildesai@users.noreply.github.com>
* Fix launching with python
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* PR feedback
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* PR feedback
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: hemildesai <hemildesai@users.noreply.github.com>
* Add assert cp
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Add example script
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Fix
Signed-off-by: Hemil Desai <hemild@nvidia.com>
---------
Signed-off-by: Hemil Desai <hemild@nvidia.com>
Signed-off-by: hemildesai <hemildesai@users.noreply.github.com>
Co-authored-by: hemildesai <hemildesai@users.noreply.github.com>
* Adding support for LightningDataModule inside Fabric-API (#10879)
* Make FabricMegatronMixedPrecision match MegatronMixedPrecision
Signed-off-by: Marc Romeijn <mromeijn@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com>
* Supporting DataModule in fabric-API
Signed-off-by: Marc Romeijn <mromeijn@nvidia.com>
* Adding support for LightningDataModule inside Fabric-API
Signed-off-by: Marc Romeijn <mromeijn@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com>
* Remove import in mock.py
Signed-off-by: Marc Romeijn <mromeijn@nvidia.com>
---------
Signed-off-by: Marc Romeijn <mromeijn@nvidia.com>
Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com>
Co-authored-by: marcromeyn <marcromeyn@users.noreply.github.com>
* initial draft
Signed-off-by: smajumdar <titu1994@gmail.com>
* Initial local run
Signed-off-by: smajumdar <titu1994@gmail.com>
* Initial local run
Signed-off-by: smajumdar <titu1994@gmail.com>
* Initial local run
Signed-off-by: smajumdar <titu1994@gmail.com>
* Initial local run
Signed-off-by: smajumdar <titu1994@gmail.com>
* Save yaml config for model in nemo.lightning.io (#10765)
* Save yaml config for model in nemo.lightning.io
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: hemildesai <hemildesai@users.noreply.github.com>
* Fix bug
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Fix bug
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* fix bug
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Add explicit yaml comparison
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: hemildesai <hemildesai@users.noreply.github.com>
* relax test
Signed-off-by: Hemil Desai <hemild@nvidia.com>
---------
Signed-off-by: Hemil Desai <hemild@nvidia.com>
Signed-off-by: hemildesai <hemildesai@users.noreply.github.com>
Co-authored-by: hemildesai <hemildesai@users.noreply.github.com>
* Move collectiob.nlp imports inline for t5 (#10877)
* Move collectiob.nlp imports inline for t5
Signed-off-by: Marc Romeyn <mromeijn@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com>
---------
Signed-off-by: Marc Romeyn <mromeijn@nvidia.com>
Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com>
Co-authored-by: marcromeyn <marcromeyn@users.noreply.github.com>
* add world_size/pp_size runtime check (#10842)
* add world_size/pp_size runtime check
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* fix msg precision
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* fix test_init_parallel_ranks ws=3 pp=3
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
---------
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* fix peft resume (#10887)
Signed-off-by: Chen Cui <chcui@nvidia.com>
* Update engine build step for TRT-LLM 0.13.0 (#10880)
* Setting use_fused_mlp for TRT-LLM >= 0.13.0
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
* Unused import removal
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
---------
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
* Akoumparouli/nemo ux moe loss logging (#10128)
* Move across pipeline loss reduction to a separate function
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* Add support for MoE loss logging
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* fix
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* fix
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* remove unused function
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
---------
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
Co-authored-by: akoumpa <akoumpa@users.noreply.github.com>
* enable vboost and set LM SM margin (#10853)
* enable vboost
Signed-off-by: Malay Nagda <malayn@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: malay-nagda <malay-nagda@users.noreply.github.com>
* env vars
Signed-off-by: Malay Nagda <malayn@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: malay-nagda <malay-nagda@users.noreply.github.com>
* add perf plugin
Signed-off-by: Jimmy Zhang <jiemingz@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: JimmyZhang12 <JimmyZhang12@users.noreply.github.com>
* revert default executor
Signed-off-by: Jimmy Zhang <jiemingz@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: JimmyZhang12 <JimmyZhang12@users.noreply.github.com>
* fix typo
Signed-off-by: Jimmy Zhang <jiemingz@nvidia.com>
* fix more typo
Signed-off-by: Jimmy Zhang <jiemingz@nvidia.com>
* ln margin knob
Signed-off-by: Jimmy Zhang <jiemingz@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: JimmyZhang12 <JimmyZhang12@users.noreply.github.com>
* specify lm margin
Signed-off-by: Jimmy Zhang <jiemingz@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: JimmyZhang12 <JimmyZhang12@users.noreply.github.com>
---------
Signed-off-by: Malay Nagda <malayn@nvidia.com>
Signed-off-by: malay-nagda <malay-nagda@users.noreply.github.com>
Signed-off-by: malay-nagda <164242706+malay-nagda@users.noreply.github.com>
Signed-off-by: Jimmy Zhang <jiemingz@nvidia.com>
Signed-off-by: JimmyZhang12 <JimmyZhang12@users.noreply.github.com>
Co-authored-by: malay-nagda <malay-nagda@users.noreply.github.com>
Co-authored-by: Jimmy Zhang <jiemingz@nvidia.com>
Co-authored-by: JimmyZhang12 <JimmyZhang12@users.noreply.github.com>
* use _get_extra_te_kwargs_meta in fabric (call mcore's _get_extra_te_k… (#10608)
* use _get_extra_te_kwargs_meta in fabric (call mcore's _get_extra_te_kwargs & overwrite device)
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
---------
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
Co-authored-by: akoumpa <akoumpa@users.noreply.github.com>
* Use torch sdpa implementation in ASR mha (#9590)
* use pytorch sdpa
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* sdpa work
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* Apply isort and black reformatting
Signed-off-by: titu1994 <titu1994@users.noreply.github.com>
* sdpa flag to false & sdpa_backend arg
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* Apply isort and black reformatting
Signed-off-by: WoodieDudy <WoodieDudy@users.noreply.github.com>
* change arg name
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* Apply isort and black reformatting
Signed-off-by: WoodieDudy <WoodieDudy@users.noreply.github.com>
* fix config args
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* Apply isort and black reformatting
Signed-off-by: WoodieDudy <WoodieDudy@users.noreply.github.com>
* add condition on version
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* Apply isort and black reformatting
Signed-off-by: WoodieDudy <WoodieDudy@users.noreply.github.com>
* update condition on version
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* remove condition on torch version
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* Apply isort and black reformatting
Signed-off-by: WoodieDudy <WoodieDudy@users.noreply.github.com>
* move code to init
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* Apply isort and black reformatting
Signed-off-by: WoodieDudy <WoodieDudy@users.noreply.github.com>
* refactor
Signed-off-by: WoodieDudy <goshagks@gmail.com>
* Apply isort and black reformatting
Signed-off-by: WoodieDudy <WoodieDudy@users.noreply.github.com>
* refactor
Signed-off-by: WoodieDudy <goshagks@gmail.com>
---------
Signed-off-by: WoodieDudy <goshagks@gmail.com>
Signed-off-by: titu1994 <titu1994@users.noreply.github.com>
Signed-off-by: WoodieDudy <WoodieDudy@users.noreply.github.com>
Co-authored-by: Somshubra Majumdar <titu1994@gmail.com>
Co-authored-by: titu1994 <titu1994@users.noreply.github.com>
Co-authored-by: WoodieDudy <WoodieDudy@users.noreply.github.com>
Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com>
* Add registry to register all needed classes with artifacts in nemo.lightning.io (#10861)
* Add registry to register all needed classes with artifacts in nemo.lightning.io
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: hemildesai <hemildesai@users.noreply.github.com>
* Fixes
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: hemildesai <hemildesai@users.noreply.github.com>
* Fix
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* comments
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: hemildesai <hemildesai@users.noreply.github.com>
* Apply isort and black reformatting
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* call __post_init__ after altering config values (#10885)
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Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
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---------
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
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* calculate step time batch end-batch end (#10202)
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---------
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* [🤠]: Howdy folks, let's bump `Dockerfile.ci` to 0d89fc4 ! (#10919)
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---------
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---------
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* [Audio] SSL Pretraining framework for flow-matching model for audio processing (#10052)
Flow matching generative model with SSL pretraining framework
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* Wrap CPU model init with megatron_lazy_init_context (#10219)
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* [🤠]: Howdy folks, let's bump `Dockerfile.ci` to ef85bc9 ! (#10250)
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Signed-off-by: Anna Shors <ashors@nvidia.com>
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Co-authored-by: Anna Shors <71393111+ashors1@users.noreply.github.com>
Co-authored-by: ashors1 <ashors1@users.noreply.github.com>
Co-authored-by: Shriya Rishab <69161273+ShriyaPalsamudram@users.noreply.github.com>
Co-authored-by: ShriyaPalsamudram <ShriyaPalsamudram@users.noreply.github.com>
Co-authored-by: Dong Hyuk Chang <thomaschang26@tutanota.com>
Co-authored-by: Dong Hyuk Chang <donghyukc@nvidia.com>
Co-authored-by: Kuray107 <pku9@gatech.edu>
Co-authored-by: Kuray107 <Kuray107@users.noreply.github.com>
Co-authored-by: Alexandros Koumparoulis <153118171+akoumpa@users.noreply.github.com>
Co-authored-by: Marc Romeyn <mromeijn@nvidia.com>
Co-authored-by: marcromeyn <marcromeyn@users.noreply.github.com>
Co-authored-by: akoumpa <akoumpa@users.noreply.github.com>
Co-authored-by: oliver könig <okoenig@nvidia.com>
Co-authored-by: pablo-garay <7166088+pablo-garay@users.noreply.github.com>
Co-authored-by: Slyne Deng <slynedeng@gmail.com>
Co-authored-by: slyne deng <slyned@nvidia.com>
Co-authored-by: Jan Lasek <janek.lasek@gmail.com>
Co-authored-by: hemildesai <hemildesai@users.noreply.github.com>
Co-authored-by: Ming <111467530+Victor49152@users.noreply.github.com>
Co-authored-by: Shanmugam Ramasamy <shanmugamr@shanmugamr-mlt.client.nvidia.com>
* Fix artifact saving (#10914)
Signed-off-by: Hemil Desai <hemild@nvidia.com>
* Lora improvement (#10918)
* pull out freeze model
Signed-off-by: Chen Cui <chcui@nvidia.com>
* add wildcard match to lora target modules
Signed-off-by: Chen Cui <chcui@nvidia.com>
---------
Signed-off-by: Chen Cui <chcui@nvidia.com>
* Huvu/t5 nemo2.0 peft (#10916)
* adding peft test and cicd
* add setting mcore model to train in peft.py
* adding test for T5 lora
* fix follow Chen's fix
* restore cicd-main.yml
---------
Co-authored-by: Huy Vu2 <huvu@login-eos02.eos.clusters.nvidia.com>
* Add tie_word_embeddings=True (#10710)
Signed-off-by: Yoshi Suhara <ysuhara@nvidia.com>
* Use a context-manager when opening files (#10895)
* Use a context-manager when opening files
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
* Apply isort and black reformatting
Signed-off-by: artbataev <artbataev@users.noreply.github.com>
---------
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
Signed-off-by: artbataev <artbataev@users.noreply.github.com>
Co-authored-by: akoumpa <akoumpa@users.noreply.github.com>
Co-authored-by: artbataev <artbataev@users.noreply.github.com>
* long context performance numbers in doc (#10784)
* long context perf
Signed-off-by: Youngeun Kwon <youngeunk@nvidia.com>
* update the long context perf
Signed-off-by: Youngeun Kwon <youngeunk@nvidia.com>
* Akoumparouli/mcore microbatch calculator fix (#10780)
* move tests/lightning/{,_}io
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* add microbatch calculator context manager
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* use microbatch calculator context manager
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* add on_load_checkpoint test to ValidateModelRestoration; use ctx manager to reconfigure microbatch calculator; update save/restore path; add cleanup step at the end
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* remove unused var
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* fix
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
---------
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
Signed-off-by: akoumpa <akoumpa@users.noreply.github.com>
Co-authored-by: akoumpa <akoumpa@users.noreply.github.com>
Signed-off-by: Youngeun Kwon <youngeunk@nvidia.com>
* remove 8x3b recipes (#10764)
* remove 8x3b recipes
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* remove 8x3b from test_nemo_run
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* rm from __init__
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
---------
Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
Signed-off-by: Youngeun Kwon <youngeunk@nvidia.com>
* change the figure file name
Signed-off-by: Youngeun Kwon <youngeunk@nvidia.com>
* Accommodating the reviewer's comment
Signed-off-by: Youngeun Kwon <youngeunk@nvidia.com>
* update the y-axis title
Signed-off-by: Youngeun Kwon <youngeunk@nvidia.com>
* [🤠]: Howdy folks, let's bump `Dockerfile.ci` to 3f90b98 ! (#10789)
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: pablo-garay <7166088+pablo-garay@users.noreply.github.com>
Signed-off-by: Youngeun Kwon <youngeunk@nvidia.com>
* Add ModelOpt transformer model pruning example for Llama models, default to llama3.1-8b-base (#10294)
* Add ModelOpt transformer model pruning example for Llama3 model
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: shengliangxu <shengliangxu@users.noreply.github.com>
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
* examples code is at wrong dir, move them
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
* changes as suggested in comment
remove some logging and unused config code, update example model to
llama3.1
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
* Add pruning of hidden_size into example
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
* Apply isort and black reformatting
Signed-off-by: shengliangxu <shengliangxu@users.noreply.github.com>
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
* Update examples/nlp/language_modeling/conf/megatron_gpt_prune.yaml
Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com>
* Add pruning test to cicd-main.yml
Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com>
* Update cicd-main.yml
Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com>
* Update cicd-main.yml
Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com>
* Update cicd-main.yml
Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com>
* Update cicd-main.yml
Signed-off-by: Keval Morabia <2891698…
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* update import in collections/llm Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in lightning Signed-off-by: Maanu Grover <maanug@nvidia.com> * update fabric import in lightning Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update import in collections/asr Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in collections/tts Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update requirements Signed-off-by: Maanu Grover <maanug@nvidia.com> * unused imports Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in tests Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update import in collections/common Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in core Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update import in utils Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update import in collections/nlp Signed-off-by: Maanu Grover <maanug@nvidia.com> * update fabric import in collections/nlp Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update fabric import in utils Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update import in nlp examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in asr examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in llm examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in tts examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * update fabric import in nlp examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in deploy Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update import in slu examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in speaker_tasks examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in collections/audio Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in audio examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in collections/llm Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update import in collections/vlm Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in collections/diffusion Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in collections/vision Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in collections/multimodal Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in multimodal examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * update import in vision examples Signed-off-by: Maanu Grover <maanug@nvidia.com> * Apply isort and black reformatting Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * update import in scripts Signed-off-by: Maanu Grover <maanug@nvidia.com> * Update baseline Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> * Apply isort and black reformatting Signed-off-by: artbataev <artbataev@users.noreply.github.com> * revert bad change Signed-off-by: Maanu Grover <maanug@nvidia.com> --------- Signed-off-by: Maanu Grover <maanug@nvidia.com> Signed-off-by: maanug-nv <maanug-nv@users.noreply.github.com> Signed-off-by: artbataev <artbataev@users.noreply.github.com> Co-authored-by: maanug-nv <maanug-nv@users.noreply.github.com> Co-authored-by: artbataev <artbataev@users.noreply.github.com>
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What does this PR do ?
Use
lightning.pytorchandlightning.fabricCurrently, if trying to install from source (
pip install -e ./pytorch-lightning), onlylightningpackage will be installed, notpytorch_lightning. Nemo will therefore use the unchangedpytorch_lightningpackage instead oflightning.This PR will enable installing
lightningfrom source to test updates tolightningthrough Nemo.Collection: [Note which collection this PR will affect]
Changelog
Usage
# Add a code snippet demonstrating how to use thisGitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
Before your PR is "Ready for review"
Pre checks:
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If you haven't finished some of the above items you can still open "Draft" PR.
Who can review?
Anyone in the community is free to review the PR once the checks have passed.
Contributor guidelines contains specific people who can review PRs to various areas.
Additional Information