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Yash/dev llava next #10749
Yash/dev llava next #10749
Commits on Oct 15, 2024
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locate weights path within MegatronCheckpointIO
Signed-off-by: ashors1 <[email protected]>
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remove another instance of ckpt_to_weights_subdir
Signed-off-by: ashors1 <[email protected]>
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Commits on Oct 16, 2024
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Signed-off-by: ashors1 <[email protected]>
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Apply isort and black reformatting
Signed-off-by: ashors1 <[email protected]>
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Apply isort and black reformatting
Signed-off-by: artbataev <[email protected]>
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add weights path in save_checkpoint
Signed-off-by: ashors1 <[email protected]>
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Apply isort and black reformatting
Signed-off-by: ashors1 <[email protected]>
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handle saving in ckpt_to_weights_subdir
Signed-off-by: ashors1 <[email protected]>
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Commits on Oct 17, 2024
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Apply isort and black reformatting
Signed-off-by: ashors1 <[email protected]>
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Signed-off-by: Chen Cui <[email protected]>
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Apply isort and black reformatting
Signed-off-by: cuichenx <[email protected]>
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Commits on Oct 18, 2024
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use function for weights subdir
Signed-off-by: Chen Cui <[email protected]>
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Commits on Oct 21, 2024
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Commits on Oct 22, 2024
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Commits on Oct 24, 2024
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Integrating mcore export (#10238)
* Integrating mcore export * Integrating mcore export * Apply isort and black reformatting Signed-off-by: shanmugamr1992 <[email protected]> * Move trt imports in nemo.collections.llm inside respective functions (#10234) Signed-off-by: Hemil Desai <[email protected]> * Add tests for LazyNeMoIterator and fix case with metadata_only=True and offsets in manifest (#10198) * Add tests for LazyNeMoIterator and fix case with manifest_only=True and offsets in manifest Signed-off-by: Piotr Żelasko <[email protected]> * Address code review Signed-off-by: Piotr Żelasko <[email protected]> * fix tests Signed-off-by: Piotr Żelasko <[email protected]> * fix tests Signed-off-by: Piotr Żelasko <[email protected]> --------- Signed-off-by: Piotr Żelasko <[email protected]> * [NeMo-UX] Fix a serialization bug that prevents users from moving checkpoints (#9939) * perfor serialization using relative paths to allow users to move checkpoints after they're saved Signed-off-by: ashors1 <[email protected]> * Apply isort and black reformatting Signed-off-by: ashors1 <[email protected]> * remove unused import Signed-off-by: ashors1 <[email protected]> * fix artifact load Signed-off-by: ashors1 <[email protected]> * fix path artifact Signed-off-by: ashors1 <[email protected]> * remove unused import Signed-off-by: ashors1 <[email protected]> --------- Signed-off-by: ashors1 <[email protected]> Signed-off-by: ashors1 <[email protected]> Co-authored-by: ashors1 <[email protected]> * Add MemoryProfileCallback (#10166) * Add MemoryProfileCallback Signed-off-by: Shriya Palsamudram <[email protected]> * Apply isort and black reformatting Signed-off-by: ShriyaPalsamudram <[email protected]> * Remove reference cycles, save snapshot on specific ranks Signed-off-by: Shriya Palsamudram <[email protected]> * Remove unnecessary imports Signed-off-by: Shriya Palsamudram <[email protected]> * Apply isort and black reformatting Signed-off-by: ShriyaPalsamudram <[email protected]> * Update docstring Signed-off-by: Shriya Palsamudram <[email protected]> --------- Signed-off-by: Shriya Palsamudram <[email protected]> Signed-off-by: ShriyaPalsamudram <[email protected]> Signed-off-by: Shriya Rishab <[email protected]> Co-authored-by: ShriyaPalsamudram <[email protected]> * Lower bound transformers to support nemotron (#10240) Signed-off-by: Dong Hyuk Chang <[email protected]> Co-authored-by: Dong Hyuk Chang <[email protected]> * [Audio] SSL Pretraining framework for flow-matching model for audio processing (#10052) Flow matching generative model with SSL pretraining framework Signed-off-by: Pin-Jui Ku <[email protected]> Co-authored-by: Kuray107 <[email protected]> * Revert torchrun fix for model import (#10251) Signed-off-by: Alexandros Koumparoulis <[email protected]> * [NeMo-UX[ Move nemotron imports inline (#10255) * Move nemotron transformers + tokenizer imports inline to reduce number of required deps Signed-off-by: Marc Romeyn <[email protected]> * Apply isort and black reformatting Signed-off-by: marcromeyn <[email protected]> --------- Signed-off-by: Marc Romeyn <[email protected]> Signed-off-by: marcromeyn <[email protected]> Co-authored-by: marcromeyn <[email protected]> * Wrap CPU model init with megatron_lazy_init_context (#10219) * Wrap CPU model init with megatron_lazy_init_context Signed-off-by: Alexandros Koumparoulis <[email protected]> * Cleanup checkpoint-dir if saving fails Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]> * Bump `Dockerfile.ci` (2024-08-22) (#10227) * [🤠]: Howdy folks, let's bump `Dockerfile.ci` to 124bcff ! Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * fix bert flags Signed-off-by: Oliver Koenig <[email protected]> --------- Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Oliver Koenig <[email protected]> Co-authored-by: pablo-garay <[email protected]> * salm export trtllm (#10245) Signed-off-by: slyne deng <[email protected]> Co-authored-by: slyne deng <[email protected]> * [🤠]: Howdy folks, let's bump `Dockerfile.ci` to ef85bc9 ! (#10250) Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: pablo-garay <[email protected]> * [🤠]: Howdy folks, let's bump `Dockerfile.ci` to 01ca03f ! (#10266) Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: oliver könig <[email protected]> Co-authored-by: pablo-garay <[email protected]> * Load model in the target export precision by default in PTQ (#10267) * Load model in the target export precision by default Signed-off-by: Jan Lasek <[email protected]> * Enable megatron_amp_O2=true to actually use half-precision Signed-off-by: Jan Lasek <[email protected]> --------- Signed-off-by: Jan Lasek <[email protected]> Signed-off-by: Jan Lasek <[email protected]> * Add WandbPlugin, NsysPlugin and PreemptionPlugin to nemo.lightning.run.plugins (#10223) * Add WandbPlugin, NsysPlugin and PreemptionPlugin to nemo.lightning.run.plugins Signed-off-by: Hemil Desai <[email protected]> * Apply isort and black reformatting Signed-off-by: hemildesai <[email protected]> * Remove duplicate Signed-off-by: Hemil Desai <[email protected]> * Add entity to wandb logger Signed-off-by: Hemil Desai <[email protected]> * Add documentation Signed-off-by: Hemil Desai <[email protected]> * Apply isort and black reformatting Signed-off-by: hemildesai <[email protected]> * Add warning Signed-off-by: Hemil Desai <[email protected]> * Apply isort and black reformatting Signed-off-by: hemildesai <[email protected]> * PR feedback Signed-off-by: Hemil Desai <[email protected]> * Apply isort and black reformatting Signed-off-by: hemildesai <[email protected]> * Add comments Signed-off-by: Hemil Desai <[email protected]> * Apply isort and black reformatting Signed-off-by: hemildesai <[email protected]> --------- Signed-off-by: Hemil Desai <[email protected]> Signed-off-by: hemildesai <[email protected]> Co-authored-by: hemildesai <[email protected]> * [NeMo-UX] Handle absolute logger directories in nemo_logger (#10259) * handle absolute and relative logger directories Signed-off-by: Anna Shors <[email protected]> * merge lines Signed-off-by: ashors1 <[email protected]> --------- Signed-off-by: Anna Shors <[email protected]> Signed-off-by: ashors1 <[email protected]> * Add sdxl notebook (#10139) * Add sdxl notebook Signed-off-by: mingyuanm <[email protected]> * Rename Signed-off-by: mingyuanm <[email protected]> * final Update SDXL notebook Signed-off-by: mingyuanm <[email protected]> --------- Signed-off-by: mingyuanm <[email protected]> * Updating some coments * Apply isort and black reformatting Signed-off-by: shanmugamr1992 <[email protected]> * Updating some coments * Apply isort and black reformatting Signed-off-by: shanmugamr1992 <[email protected]> * Updating some coments * Small change * Apply isort and black reformatting Signed-off-by: shanmugamr1992 <[email protected]> * Apply isort and black reformatting Signed-off-by: shanmugamr1992 <[email protected]> * ADD support for layernorm1p * Apply isort and black reformatting Signed-off-by: shanmugamr1992 <[email protected]> * Update Dockerfile.ci Signed-off-by: Shanmugam Ramasamy <[email protected]> * Update Dockerfile.ci Signed-off-by: Shanmugam Ramasamy <[email protected]> * Update Dockerfile.ci Signed-off-by: Shanmugam Ramasamy <[email protected]> --------- Signed-off-by: shanmugamr1992 <[email protected]> Signed-off-by: Hemil Desai <[email protected]> Signed-off-by: Piotr Żelasko <[email protected]> Signed-off-by: ashors1 <[email protected]> Signed-off-by: ashors1 <[email protected]> Signed-off-by: Shriya Palsamudram <[email protected]> Signed-off-by: ShriyaPalsamudram <[email protected]> Signed-off-by: Shriya Rishab <[email protected]> Signed-off-by: Dong Hyuk Chang <[email protected]> Signed-off-by: Pin-Jui Ku <[email protected]> Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: Marc Romeyn <[email protected]> Signed-off-by: marcromeyn <[email protected]> Signed-off-by: akoumpa <[email protected]> Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Oliver Koenig <[email protected]> Signed-off-by: slyne deng <[email protected]> Signed-off-by: oliver könig <[email protected]> Signed-off-by: Jan Lasek <[email protected]> Signed-off-by: Jan Lasek <[email protected]> Signed-off-by: hemildesai <[email protected]> Signed-off-by: Anna Shors <[email protected]> Signed-off-by: mingyuanm <[email protected]> Signed-off-by: Shanmugam Ramasamy <[email protected]> Co-authored-by: Shanmugam Ramasamy <[email protected]> Co-authored-by: shanmugamr1992 <[email protected]> Co-authored-by: Hemil Desai <[email protected]> Co-authored-by: Piotr Żelasko <[email protected]> Co-authored-by: Anna Shors <[email protected]> Co-authored-by: ashors1 <[email protected]> Co-authored-by: Shriya Rishab <[email protected]> Co-authored-by: ShriyaPalsamudram <[email protected]> Co-authored-by: Dong Hyuk Chang <[email protected]> Co-authored-by: Dong Hyuk Chang <[email protected]> Co-authored-by: Kuray107 <[email protected]> Co-authored-by: Kuray107 <[email protected]> Co-authored-by: Alexandros Koumparoulis <[email protected]> Co-authored-by: Marc Romeyn <[email protected]> Co-authored-by: marcromeyn <[email protected]> Co-authored-by: akoumpa <[email protected]> Co-authored-by: oliver könig <[email protected]> Co-authored-by: pablo-garay <[email protected]> Co-authored-by: Slyne Deng <[email protected]> Co-authored-by: slyne deng <[email protected]> Co-authored-by: Jan Lasek <[email protected]> Co-authored-by: hemildesai <[email protected]> Co-authored-by: Ming <[email protected]> Co-authored-by: Shanmugam Ramasamy <[email protected]>
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Signed-off-by: Hemil Desai <[email protected]>
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* pull out freeze model Signed-off-by: Chen Cui <[email protected]> * add wildcard match to lora target modules Signed-off-by: Chen Cui <[email protected]> --------- Signed-off-by: Chen Cui <[email protected]>
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* 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 <[email protected]>
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Add tie_word_embeddings=True (#10710)
Signed-off-by: Yoshi Suhara <[email protected]>
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Use a context-manager when opening files (#10895)
* Use a context-manager when opening files Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * Apply isort and black reformatting Signed-off-by: artbataev <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Signed-off-by: artbataev <[email protected]> Co-authored-by: akoumpa <[email protected]> Co-authored-by: artbataev <[email protected]>
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long context performance numbers in doc (#10784)
* long context perf Signed-off-by: Youngeun Kwon <[email protected]> * update the long context perf Signed-off-by: Youngeun Kwon <[email protected]> * Akoumparouli/mcore microbatch calculator fix (#10780) * move tests/lightning/{,_}io Signed-off-by: Alexandros Koumparoulis <[email protected]> * add microbatch calculator context manager Signed-off-by: Alexandros Koumparoulis <[email protected]> * use microbatch calculator context manager Signed-off-by: Alexandros Koumparoulis <[email protected]> * 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 <[email protected]> * remove unused var Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * remove 8x3b recipes (#10764) * remove 8x3b recipes Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove 8x3b from test_nemo_run Signed-off-by: Alexandros Koumparoulis <[email protected]> * rm from __init__ Signed-off-by: Alexandros Koumparoulis <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * change the figure file name Signed-off-by: Youngeun Kwon <[email protected]> * Accommodating the reviewer's comment Signed-off-by: Youngeun Kwon <[email protected]> * update the y-axis title Signed-off-by: Youngeun Kwon <[email protected]> * [🤠]: 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 <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * 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 <[email protected]> * Apply isort and black reformatting Signed-off-by: shengliangxu <[email protected]> Signed-off-by: Shengliang Xu <[email protected]> * examples code is at wrong dir, move them Signed-off-by: Shengliang Xu <[email protected]> * changes as suggested in comment remove some logging and unused config code, update example model to llama3.1 Signed-off-by: Shengliang Xu <[email protected]> * Add pruning of hidden_size into example Signed-off-by: Shengliang Xu <[email protected]> * Apply isort and black reformatting Signed-off-by: shengliangxu <[email protected]> Signed-off-by: Shengliang Xu <[email protected]> * Update examples/nlp/language_modeling/conf/megatron_gpt_prune.yaml Signed-off-by: Keval Morabia <[email protected]> * Add pruning test to cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> --------- Signed-off-by: Shengliang Xu <[email protected]> Signed-off-by: shengliangxu <[email protected]> Signed-off-by: Keval Morabia <[email protected]> Co-authored-by: shengliangxu <[email protected]> Co-authored-by: Keval Morabia <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * Update mamba.rst after dist ckpt addition (#10800) Signed-off-by: Ali Taghibakhshi <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * fix chunked infer (#10581) Signed-off-by: stevehuang52 <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * fix state transform (#10728) Signed-off-by: Chen Cui <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * use ckpt_to_weights_subdir in restore (#10786) * use ckpt_to_weights_subdir in restore Signed-off-by: Alexandros Koumparoulis <[email protected]> * make ckpt_to_{weight,context}_subdir idempotent Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * Mixtral set seq_length=4k (#10704) * enable SP & set seq_lenght=4k Signed-off-by: Alexandros Koumparoulis <[email protected]> * update test expected values Signed-off-by: Alexandros Koumparoulis <[email protected]> * 8x22b 4k Signed-off-by: Alexandros Koumparoulis <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * Fix for crashes with tensorboard_logger=false and VP + LoRA (#10792) * Fix for crashes with tensorboard_logger=false and virtual pipeline parallel + LoRA Signed-off-by: Valerie Sarge <[email protected]> * Apply isort and black reformatting Signed-off-by: vysarge <[email protected]> --------- Signed-off-by: Valerie Sarge <[email protected]> Signed-off-by: vysarge <[email protected]> Co-authored-by: vysarge <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * Disable checkpoint conversion inside AutoResume (#10645) * Disable checkpoint conversion inside AutoResume Signed-off-by: Hemil Desai <[email protected]> * Apply isort and black reformatting Signed-off-by: hemildesai <[email protected]> * Update resume docstrings Signed-off-by: Hemil Desai <[email protected]> * fix Signed-off-by: Hemil Desai <[email protected]> * add default finetuning recipe and refactor llama3 8b recipe Signed-off-by: Chen Cui <[email protected]> * Apply isort and black reformatting Signed-off-by: cuichenx <[email protected]> * address comment Signed-off-by: Chen Cui <[email protected]> * refactor other recipes Signed-off-by: Chen Cui <[email protected]> * Apply isort and black reformatting Signed-off-by: cuichenx <[email protected]> * remove 8x3b finetuning recipe for now because HF version not available Signed-off-by: Chen Cui <[email protected]> * add copyright header Signed-off-by: Chen Cui <[email protected]> * adjust unit tests based on recipe fixes Signed-off-by: Chen Cui <[email protected]> * fix failed unit test Signed-off-by: Chen Cui <[email protected]> --------- Signed-off-by: Hemil Desai <[email protected]> Signed-off-by: hemildesai <[email protected]> Signed-off-by: Chen Cui <[email protected]> Signed-off-by: cuichenx <[email protected]> Co-authored-by: hemildesai <[email protected]> Co-authored-by: Chen Cui <[email protected]> Co-authored-by: cuichenx <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * replace png file to github assets Signed-off-by: Youngeun Kwon <[email protected]> * change image url to github release Signed-off-by: Youngeun Kwon <[email protected]> --------- Signed-off-by: Youngeun Kwon <[email protected]> Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Shengliang Xu <[email protected]> Signed-off-by: shengliangxu <[email protected]> Signed-off-by: Keval Morabia <[email protected]> Signed-off-by: Ali Taghibakhshi <[email protected]> Signed-off-by: stevehuang52 <[email protected]> Signed-off-by: Chen Cui <[email protected]> Signed-off-by: Valerie Sarge <[email protected]> Signed-off-by: vysarge <[email protected]> Signed-off-by: Hemil Desai <[email protected]> Signed-off-by: hemildesai <[email protected]> Signed-off-by: cuichenx <[email protected]> Co-authored-by: Alexandros Koumparoulis <[email protected]> Co-authored-by: akoumpa <[email protected]> Co-authored-by: oliver könig <[email protected]> Co-authored-by: pablo-garay <[email protected]> Co-authored-by: Shengliang Xu <[email protected]> Co-authored-by: shengliangxu <[email protected]> Co-authored-by: Keval Morabia <[email protected]> Co-authored-by: Ali Taghibakhshi <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Chen Cui <[email protected]> Co-authored-by: Valerie Sarge <[email protected]> Co-authored-by: vysarge <[email protected]> Co-authored-by: Hemil Desai <[email protected]> Co-authored-by: hemildesai <[email protected]> Co-authored-by: cuichenx <[email protected]>
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perf recipes and Mcore DistOpt params (#10883)
* 175b gpt3 recipe Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> * dist opt params Signed-off-by: Malay Nagda <[email protected]> * 405b dist opt params Signed-off-by: Malay Nagda <[email protected]> * perf recipes and dist opt params Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> * MoE dist opt params Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> * gpt bias fusion params Signed-off-by: Malay Nagda <[email protected]> * 175b recipe Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> * perf params comments Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> * MoE perf params comments Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> * perf recipes suffix Signed-off-by: Malay Nagda <[email protected]> * specific models fusion params Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> --------- Signed-off-by: Malay Nagda <[email protected]> Signed-off-by: malay-nagda <[email protected]> Co-authored-by: malay-nagda <[email protected]>
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ci: Fix cherry pick team (#10945)
Signed-off-by: Oliver Koenig <[email protected]>
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Packed sequence bug fixes (#10898)
* save prepared dataset to different folders according to tokenizer name Signed-off-by: Chen Cui <[email protected]> * fix hang Signed-off-by: Chen Cui <[email protected]> * Apply isort and black reformatting Signed-off-by: cuichenx <[email protected]> * Apply isort and black reformatting Signed-off-by: artbataev <[email protected]> * fix hang Signed-off-by: Chen Cui <[email protected]> * raise mbs>1 error and provide suggestion to user instead of automatically changing config Signed-off-by: Chen Cui <[email protected]> * Apply isort and black reformatting Signed-off-by: cuichenx <[email protected]> * add ci for packed seq Signed-off-by: Chen Cui <[email protected]> * Apply isort and black reformatting Signed-off-by: cuichenx <[email protected]> * fix bug Signed-off-by: Chen Cui <[email protected]> --------- Signed-off-by: Chen Cui <[email protected]> Signed-off-by: cuichenx <[email protected]> Signed-off-by: artbataev <[email protected]> Co-authored-by: cuichenx <[email protected]> Co-authored-by: artbataev <[email protected]>
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Fix requirements for MacOS (#10930)
Signed-off-by: Vladimir Bataev <[email protected]>
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* Fix recipe num_nodes and long context docstring * Fix typo * Fix PP issue * Fix unit test * Change recipes * fix test * Fix unit tests * Fix recipes * Add general legal test on parallelization settings * Rename test * Apply isort and black reformatting Signed-off-by: BoxiangW <[email protected]> --------- Signed-off-by: BoxiangW <[email protected]> Co-authored-by: BoxiangW <[email protected]>
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Akoumparouli/nemo ux fix dir or string artifact (#10936)
* Add __repr__ to Artifact Signed-off-by: Alexandros Koumparoulis <[email protected]> * nemo.lightning.io.artifact: represent strings as fdl.Config to avoid path adjustment during restoration Signed-off-by: Alexandros Koumparoulis <[email protected]> * t5 test minification Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]>
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ckpt convert bug fixes (#10878)
* Mistral-NeMo-12B recipe Signed-off-by: Alexandros Koumparoulis <[email protected]> * rename mistral to mistral_7b Signed-off-by: Alexandros Koumparoulis <[email protected]> * include mistral_nemo_12b in __init__ Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * add to __init__ Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * Remove stale imports Signed-off-by: Alexandros Koumparoulis <[email protected]> * TP=2 Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove finetune_reci[e Signed-off-by: Alexandros Koumparoulis <[email protected]> * Rename MistralNeMo2407Config12B to MistralNeMoConfig12B per review's suggestion Signed-off-by: Alexandros Koumparoulis <[email protected]> * update config names in tests Signed-off-by: Alexandros Koumparoulis <[email protected]> * mistral-nemo-12b from llama_8b Signed-off-by: Alexandros Koumparoulis <[email protected]> * TP=2; SP=True Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix overlap value Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * update mistral-nemo-base-12b finetune recipe Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * bug fix Signed-off-by: dimapihtar <[email protected]> * Apply isort and black reformatting Signed-off-by: dimapihtar <[email protected]> * remove extra file Signed-off-by: dimapihtar <[email protected]> * remove extra changes Signed-off-by: dimapihtar <[email protected]> * revert changes Signed-off-by: dimapihtar <[email protected]> * add ckpt_format configurable Signed-off-by: dimapihtar <[email protected]> * Apply isort and black reformatting Signed-off-by: dimapihtar <[email protected]> * Apply isort and black reformatting Signed-off-by: artbataev <[email protected]> * revert changes Signed-off-by: dimapihtar <[email protected]> * Apply isort and black reformatting Signed-off-by: dimapihtar <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Signed-off-by: dimapihtar <[email protected]> Signed-off-by: dimapihtar <[email protected]> Signed-off-by: artbataev <[email protected]> Co-authored-by: Alexandros Koumparoulis <[email protected]> Co-authored-by: akoumpa <[email protected]> Co-authored-by: dimapihtar <[email protected]> Co-authored-by: artbataev <[email protected]>
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fix typo in docstring (#10955)
Signed-off-by: ashors1 <[email protected]>
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remove deprecated ci tests (#10922)
* remove deprecated tutorial Signed-off-by: dimapihtar <[email protected]> * remove deprecated ci tests Signed-off-by: dimapihtar <[email protected]> * add deprecation note Signed-off-by: dimapihtar <[email protected]> * add deprecation note Signed-off-by: dimapihtar <[email protected]> * remove bart tests Signed-off-by: dimapihtar <[email protected]> --------- Signed-off-by: dimapihtar <[email protected]>
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[Nemo CICD] Remove deprecated tests (#10960)
* remove deprecated tutorial Signed-off-by: dimapihtar <[email protected]> * remove deprecated ci tests Signed-off-by: dimapihtar <[email protected]> * add deprecation note Signed-off-by: dimapihtar <[email protected]> * add deprecation note Signed-off-by: dimapihtar <[email protected]> * remove bart tests Signed-off-by: dimapihtar <[email protected]> * Remove deleted CI tests --------- Signed-off-by: dimapihtar <[email protected]> Signed-off-by: Pablo Garay <[email protected]> Co-authored-by: dimapihtar <[email protected]>
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Adithyare/oai chat completion (#10785)
* updates Signed-off-by: adithyare <[email protected]> * open ai chat completion wip Signed-off-by: adithyare <[email protected]> * responding with model responses Signed-off-by: adithyare <[email protected]> * Apply isort and black reformatting Signed-off-by: arendu <[email protected]> * also support general completion Signed-off-by: adithyare <[email protected]> * Apply isort and black reformatting Signed-off-by: arendu <[email protected]> --------- Signed-off-by: adithyare <[email protected]> Signed-off-by: arendu <[email protected]> Co-authored-by: arendu <[email protected]>
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Update megatron_t5_pretraining.py (#10952)
Signed-off-by: Huy Vu <[email protected]>
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Convert perf plugin env vars to strings (#10947)
Signed-off-by: Hemil Desai <[email protected]>
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disable dynamo for ddp checker (#10961)
Signed-off-by: Alexandros Koumparoulis <[email protected]>
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[🤠]: Howdy folks, let's bump
Dockerfile.ci
to db7d37b ! (#10965)Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: pablo-garay <[email protected]>
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Mistral-NeMo-12B recipe (#10607)
* Mistral-NeMo-12B recipe Signed-off-by: Alexandros Koumparoulis <[email protected]> * rename mistral to mistral_7b Signed-off-by: Alexandros Koumparoulis <[email protected]> * include mistral_nemo_12b in __init__ Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * add to __init__ Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * Remove stale imports Signed-off-by: Alexandros Koumparoulis <[email protected]> * TP=2 Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove finetune_reci[e Signed-off-by: Alexandros Koumparoulis <[email protected]> * Rename MistralNeMo2407Config12B to MistralNeMoConfig12B per review's suggestion Signed-off-by: Alexandros Koumparoulis <[email protected]> * update config names in tests Signed-off-by: Alexandros Koumparoulis <[email protected]> * mistral-nemo-12b from llama_8b Signed-off-by: Alexandros Koumparoulis <[email protected]> * TP=2; SP=True Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix overlap value Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * update mistral-nemo-base-12b finetune recipe Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]>
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Make nemo text processing optional in TTS (#10584)
* move TN guard to better location; make guard print error message rather than throwing error Signed-off-by: Jason <[email protected]> * Apply isort and black reformatting Signed-off-by: blisc <[email protected]> * Forgot to add the actual normalizer Signed-off-by: Jason <[email protected]> * Apply isort and black reformatting Signed-off-by: blisc <[email protected]> --------- Signed-off-by: Jason <[email protected]> Signed-off-by: blisc <[email protected]> Co-authored-by: blisc <[email protected]>
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respect warnings' filters (#10953)
* respect warnings' filters Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]>
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Update T5 tokenizer (adding additional tokens to tokenizer config) (#…
…10972) * initial commit * restore t5_pretraining * Apply isort and black reformatting Signed-off-by: huvunvidia <[email protected]> --------- Signed-off-by: huvunvidia <[email protected]> Co-authored-by: Huy Vu2 <[email protected]> Co-authored-by: huvunvidia <[email protected]>
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* add some mamba recipe * add 130m * add the rest of the recipes * add tokenizer * add tokenizer * minor fix * minor fix * minor fix * minor fix * minor fix * minor fix * minor fix * minor fix * minor fix * minor fix * minor fix * add fixes to ssm for nemorun recipes * add hybrid tokenizer * updating some recipes * Apply isort and black reformatting Signed-off-by: JRD971000 <[email protected]> * remove comments * update gbs * fix ckpt resume * fix ckpt resume * fix ckpt resume * update recipes final * Apply isort and black reformatting Signed-off-by: JRD971000 <[email protected]> * remove redundant imports * ckpt convertor dtype fix * Apply isort and black reformatting Signed-off-by: JRD971000 <[email protected]> --------- Signed-off-by: JRD971000 <[email protected]> Signed-off-by: Ali Taghibakhshi <[email protected]> Co-authored-by: JRD971000 <[email protected]>
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Long context performance doc hot fix (#10946)
* long context perf Signed-off-by: Youngeun Kwon <[email protected]> * update the long context perf Signed-off-by: Youngeun Kwon <[email protected]> * Akoumparouli/mcore microbatch calculator fix (#10780) * move tests/lightning/{,_}io Signed-off-by: Alexandros Koumparoulis <[email protected]> * add microbatch calculator context manager Signed-off-by: Alexandros Koumparoulis <[email protected]> * use microbatch calculator context manager Signed-off-by: Alexandros Koumparoulis <[email protected]> * 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 <[email protected]> * remove unused var Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * remove 8x3b recipes (#10764) * remove 8x3b recipes Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove 8x3b from test_nemo_run Signed-off-by: Alexandros Koumparoulis <[email protected]> * rm from __init__ Signed-off-by: Alexandros Koumparoulis <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * change the figure file name Signed-off-by: Youngeun Kwon <[email protected]> * Accommodating the reviewer's comment Signed-off-by: Youngeun Kwon <[email protected]> * update the y-axis title Signed-off-by: Youngeun Kwon <[email protected]> * [🤠]: 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 <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * 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 <[email protected]> * Apply isort and black reformatting Signed-off-by: shengliangxu <[email protected]> Signed-off-by: Shengliang Xu <[email protected]> * examples code is at wrong dir, move them Signed-off-by: Shengliang Xu <[email protected]> * changes as suggested in comment remove some logging and unused config code, update example model to llama3.1 Signed-off-by: Shengliang Xu <[email protected]> * Add pruning of hidden_size into example Signed-off-by: Shengliang Xu <[email protected]> * Apply isort and black reformatting Signed-off-by: shengliangxu <[email protected]> Signed-off-by: Shengliang Xu <[email protected]> * Update examples/nlp/language_modeling/conf/megatron_gpt_prune.yaml Signed-off-by: Keval Morabia <[email protected]> * Add pruning test to cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> * Update cicd-main.yml Signed-off-by: Keval Morabia <[email protected]> --------- Signed-off-by: Shengliang Xu <[email protected]> Signed-off-by: shengliangxu <[email protected]> Signed-off-by: Keval Morabia <[email protected]> Co-authored-by: shengliangxu <[email protected]> Co-authored-by: Keval Morabia <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * Update mamba.rst after dist ckpt addition (#10800) Signed-off-by: Ali Taghibakhshi <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * fix chunked infer (#10581) Signed-off-by: stevehuang52 <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * fix state transform (#10728) Signed-off-by: Chen Cui <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * use ckpt_to_weights_subdir in restore (#10786) * use ckpt_to_weights_subdir in restore Signed-off-by: Alexandros Koumparoulis <[email protected]> * make ckpt_to_{weight,context}_subdir idempotent Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * Mixtral set seq_length=4k (#10704) * enable SP & set seq_lenght=4k Signed-off-by: Alexandros Koumparoulis <[email protected]> * update test expected values Signed-off-by: Alexandros Koumparoulis <[email protected]> * 8x22b 4k Signed-off-by: Alexandros Koumparoulis <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * Fix for crashes with tensorboard_logger=false and VP + LoRA (#10792) * Fix for crashes with tensorboard_logger=false and virtual pipeline parallel + LoRA Signed-off-by: Valerie Sarge <[email protected]> * Apply isort and black reformatting Signed-off-by: vysarge <[email protected]> --------- Signed-off-by: Valerie Sarge <[email protected]> Signed-off-by: vysarge <[email protected]> Co-authored-by: vysarge <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * Disable checkpoint conversion inside AutoResume (#10645) * Disable checkpoint conversion inside AutoResume Signed-off-by: Hemil Desai <[email protected]> * Apply isort and black reformatting Signed-off-by: hemildesai <[email protected]> * Update resume docstrings Signed-off-by: Hemil Desai <[email protected]> * fix Signed-off-by: Hemil Desai <[email protected]> * add default finetuning recipe and refactor llama3 8b recipe Signed-off-by: Chen Cui <[email protected]> * Apply isort and black reformatting Signed-off-by: cuichenx <[email protected]> * address comment Signed-off-by: Chen Cui <[email protected]> * refactor other recipes Signed-off-by: Chen Cui <[email protected]> * Apply isort and black reformatting Signed-off-by: cuichenx <[email protected]> * remove 8x3b finetuning recipe for now because HF version not available Signed-off-by: Chen Cui <[email protected]> * add copyright header Signed-off-by: Chen Cui <[email protected]> * adjust unit tests based on recipe fixes Signed-off-by: Chen Cui <[email protected]> * fix failed unit test Signed-off-by: Chen Cui <[email protected]> --------- Signed-off-by: Hemil Desai <[email protected]> Signed-off-by: hemildesai <[email protected]> Signed-off-by: Chen Cui <[email protected]> Signed-off-by: cuichenx <[email protected]> Co-authored-by: hemildesai <[email protected]> Co-authored-by: Chen Cui <[email protected]> Co-authored-by: cuichenx <[email protected]> Signed-off-by: Youngeun Kwon <[email protected]> * replace png file to github assets Signed-off-by: Youngeun Kwon <[email protected]> * change image url to github release Signed-off-by: Youngeun Kwon <[email protected]> * hot fix on table style Signed-off-by: Youngeun Kwon <[email protected]> --------- Signed-off-by: Youngeun Kwon <[email protected]> Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Shengliang Xu <[email protected]> Signed-off-by: shengliangxu <[email protected]> Signed-off-by: Keval Morabia <[email protected]> Signed-off-by: Ali Taghibakhshi <[email protected]> Signed-off-by: stevehuang52 <[email protected]> Signed-off-by: Chen Cui <[email protected]> Signed-off-by: Valerie Sarge <[email protected]> Signed-off-by: vysarge <[email protected]> Signed-off-by: Hemil Desai <[email protected]> Signed-off-by: hemildesai <[email protected]> Signed-off-by: cuichenx <[email protected]> Co-authored-by: Alexandros Koumparoulis <[email protected]> Co-authored-by: akoumpa <[email protected]> Co-authored-by: oliver könig <[email protected]> Co-authored-by: pablo-garay <[email protected]> Co-authored-by: Shengliang Xu <[email protected]> Co-authored-by: shengliangxu <[email protected]> Co-authored-by: Keval Morabia <[email protected]> Co-authored-by: Ali Taghibakhshi <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Chen Cui <[email protected]> Co-authored-by: Valerie Sarge <[email protected]> Co-authored-by: vysarge <[email protected]> Co-authored-by: Hemil Desai <[email protected]> Co-authored-by: hemildesai <[email protected]> Co-authored-by: cuichenx <[email protected]>
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* llama3 performance mode Signed-off-by: Malay Nagda <[email protected]> * llama3 performance mode tests Signed-off-by: Malay Nagda <[email protected]> * mixtral performance mode Signed-off-by: Malay Nagda <[email protected]> * remove unused Signed-off-by: Malay Nagda <[email protected]> * nemotron perf mode Signed-off-by: Malay Nagda <[email protected]> * 405b, 174b perf mode Signed-off-by: Malay Nagda <[email protected]> * perf mode comment Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> --------- Signed-off-by: Malay Nagda <[email protected]> Signed-off-by: malay-nagda <[email protected]> Signed-off-by: malay-nagda <[email protected]> Co-authored-by: malay-nagda <[email protected]>
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Add flux inference pipeline (#10752)
* Vae added and matched flux checkpoint Signed-off-by: mingyuanm <[email protected]> * Flux model added. Signed-off-by: mingyuanm <[email protected]> * Copying FlowMatchEulerScheduler over Signed-off-by: mingyuanm <[email protected]> * WIP: Start to test the pipeline forward pass Signed-off-by: mingyuanm <[email protected]> * Vae added and matched flux checkpoint Signed-off-by: mingyuanm <[email protected]> * Inference pipeline runs with offloading function Signed-off-by: mingyuanm <[email protected]> * Start to test image generation Signed-off-by: mingyuanm <[email protected]> * Decoding with VAE part has been verified. Still need to check the denoising loop. Signed-off-by: mingyuanm <[email protected]> * The inference pipeline is verified. Signed-off-by: mingyuanm <[email protected]> * Add arg parsers and refactoring Signed-off-by: mingyuanm <[email protected]> * Tested on multi batch sizes and prompts. Signed-off-by: mingyuanm <[email protected]> * Add headers Signed-off-by: mingyuanm <[email protected]> * Apply isort and black reformatting Signed-off-by: Victor49152 <[email protected]> * Renaming Signed-off-by: mingyuanm <[email protected]> * Move shceduler to sampler folder Signed-off-by: mingyuanm <[email protected]> * Merging folders. Signed-off-by: mingyuanm <[email protected]> * Apply isort and black reformatting Signed-off-by: Victor49152 <[email protected]> * Tested after path changing. Signed-off-by: mingyuanm <[email protected]> * Apply isort and black reformatting Signed-off-by: Victor49152 <[email protected]> * Move MMDIT block to NeMo Signed-off-by: mingyuanm <[email protected]> * Apply isort and black reformatting Signed-off-by: Victor49152 <[email protected]> * Add joint attention and single attention to NeMo Signed-off-by: mingyuanm <[email protected]> * Apply isort and black reformatting Signed-off-by: Victor49152 <[email protected]> * Joint attention updated Signed-off-by: mingyuanm <[email protected]> * Apply isort and black reformatting Signed-off-by: Victor49152 <[email protected]> * Remove redundant importing Signed-off-by: mingyuanm <[email protected]> * Refactor to inherit megatron module Signed-off-by: mingyuanm <[email protected]> * Apply isort and black reformatting Signed-off-by: Victor49152 <[email protected]> --------- Signed-off-by: mingyuanm <[email protected]> Signed-off-by: Victor49152 <[email protected]> Co-authored-by: Victor49152 <[email protected]>
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Add assertion for always save nemo add model parallel size (#10690)
* Add assertion for always save nemo add model parallel size Signed-off-by: Boxiang Wang <[email protected]> * Add assertions Signed-off-by: Boxiang Wang <[email protected]> * Fix typo Signed-off-by: Boxiang Wang <[email protected]> * Apply isort and black reformatting Signed-off-by: BoxiangW <[email protected]> * Revert nemo_model_checkpoint.py changes Signed-off-by: Boxiang Wang <[email protected]> * Add test Signed-off-by: Boxiang Wang <[email protected]> * Fix typo * Fix test bug Signed-off-by: Boxiang Wang <[email protected]> * Fix test Signed-off-by: Boxiang Wang <[email protected]> --------- Signed-off-by: Boxiang Wang <[email protected]> Signed-off-by: BoxiangW <[email protected]> Co-authored-by: BoxiangW <[email protected]>
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[🤠]: Howdy folks, let's bump
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to 563d5d1 ! (#10979)Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: pablo-garay <[email protected]>
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Reflect CLI change nemorun -> nemo (#10443)
Signed-off-by: Marc Romeijn <[email protected]> Co-authored-by: Alexandros Koumparoulis <[email protected]>
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Co-authored-by: Ali Taghibakhshi <[email protected]>
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Fixed sampler override and audio_key in prepare_audio_data (#10980)
Signed-off-by: Ante Jukić <[email protected]>
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* add recipes Signed-off-by: Chen Cui <[email protected]> * adjust finetuning recipe Signed-off-by: Chen Cui <[email protected]> * Apply isort and black reformatting Signed-off-by: cuichenx <[email protected]> --------- Signed-off-by: Chen Cui <[email protected]> Signed-off-by: cuichenx <[email protected]> Co-authored-by: cuichenx <[email protected]>
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Signed-off-by: Chen Cui <[email protected]>
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Add support and recipes for HF models via AutoModelForCausalLM (#10962)
* initial hf_lit_module Signed-off-by: Alexandros Koumparoulis <[email protected]> * make sft gpt dataset sanity check optional Signed-off-by: Alexandros Koumparoulis <[email protected]> * HF sft example Signed-off-by: Alexandros Koumparoulis <[email protected]> * Rename HfLitModule to HfAutoModel Signed-off-by: Alexandros Koumparoulis <[email protected]> * update default model id Signed-off-by: Alexandros Koumparoulis <[email protected]> * move rank&world_size as params Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix mbs in example Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix for fsdp and logger Signed-off-by: Alexandros Koumparoulis <[email protected]> * make loss_fn configurable Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * remove optim from HfAutoModel Signed-off-by: Alexandros Koumparoulis <[email protected]> * add pytorch native optim Signed-off-by: Alexandros Koumparoulis <[email protected]> * add hfAutoModel pretrain nemorun recipe Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove debug Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove stale imports Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove stale import Signed-off-by: Alexandros Koumparoulis <[email protected]> * rm stale imports Signed-off-by: Alexandros Koumparoulis <[email protected]> * rm stale imports Signed-off-by: Alexandros Koumparoulis <[email protected]> * tokenizer fix Signed-off-by: Alexandros Koumparoulis <[email protected]> * update example Signed-off-by: Alexandros Koumparoulis <[email protected]> * rename pytorch_adam to pytorch_adam_with_cosine_annealing Signed-off-by: Alexandros Koumparoulis <[email protected]> * small refactor Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix no_weight_decay_cond Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix Signed-off-by: Alexandros Koumparoulis <[email protected]> * switch to flat_lr optim for example Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * remove imports & update docstrings Signed-off-by: Alexandros Koumparoulis <[email protected]> * add a tokenizer setter to allow it to work with nemo/collections/llm/api.py::_use_tokenizer Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove unused import Signed-off-by: Alexandros Koumparoulis <[email protected]> * allow loss_mask to be none Signed-off-by: Alexandros Koumparoulis <[email protected]> * Add HF-dataset lightning module Signed-off-by: Alexandros Koumparoulis <[email protected]> * check if pad_token_id is None Signed-off-by: Alexandros Koumparoulis <[email protected]> * rename hf_lit_module.py to hf_auto_model.py Signed-off-by: Alexandros Koumparoulis <[email protected]> * class rename Signed-off-by: Alexandros Koumparoulis <[email protected]> * rename Signed-off-by: Alexandros Koumparoulis <[email protected]> * update example Signed-off-by: Alexandros Koumparoulis <[email protected]> * HfAutoModelForCausalLM Signed-off-by: Alexandros Koumparoulis <[email protected]> * rm stale import Signed-off-by: Alexandros Koumparoulis <[email protected]> * add option to start with random weights Signed-off-by: Alexandros Koumparoulis <[email protected]> * add check in megatron-strategy Signed-off-by: Alexandros Koumparoulis <[email protected]> * rename param Signed-off-by: Alexandros Koumparoulis <[email protected]> * drop mcore sampler from squadmodule Signed-off-by: Alexandros Koumparoulis <[email protected]> * make megatron_sampler optional in HfDatasetDataModule Signed-off-by: Alexandros Koumparoulis <[email protected]> * copyright Signed-off-by: Alexandros Koumparoulis <[email protected]> * use is_hf_model to mark hf classes Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]>
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* ci: Re-enable `L0_Unit_Tests_GPU_Lightning` Signed-off-by: Oliver Koenig <[email protected]> * ci: Disable `L2_Megatron_GPT_Pretraining_and_Resume_Training_PP2` Signed-off-by: Oliver Koenig <[email protected]> --------- Signed-off-by: Oliver Koenig <[email protected]>
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[🤠]: Howdy folks, let's bump
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to 425cdd4 ! (#11001)Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: pablo-garay <[email protected]>
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* gpt3 175b cli Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> --------- Signed-off-by: Malay Nagda <[email protected]> Signed-off-by: malay-nagda <[email protected]> Signed-off-by: malay-nagda <[email protected]> Co-authored-by: malay-nagda <[email protected]>
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Fix for crash with LoRA + tp_overlap_comm=false + sequence_parallel=t…
…rue (#10920) * Add fusion defaults for llama2 Signed-off-by: Valerie Sarge <[email protected]> * Alter ParallelLinearAdapter condition to account for tp_comm_overlap=false Signed-off-by: Valerie Sarge <[email protected]> * Apply isort and black reformatting Signed-off-by: vysarge <[email protected]> * Clean up unneeded defaults Signed-off-by: Valerie Sarge <[email protected]> * gpt3 175b cli Signed-off-by: Malay Nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: malay-nagda <[email protected]> * Apply isort and black reformatting Signed-off-by: vysarge <[email protected]> --------- Signed-off-by: Valerie Sarge <[email protected]> Signed-off-by: vysarge <[email protected]> Signed-off-by: Malay Nagda <[email protected]> Signed-off-by: malay-nagda <[email protected]> Signed-off-by: Eric Harper <[email protected]> Co-authored-by: vysarge <[email protected]> Co-authored-by: Malay Nagda <[email protected]> Co-authored-by: malay-nagda <[email protected]> Co-authored-by: Eric Harper <[email protected]>
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* fix context path, disable optimizer init, add tp Signed-off-by: HuiyingLi <[email protected]> * format Signed-off-by: HuiyingLi <[email protected]> * address comments, require user to provide trainer Signed-off-by: HuiyingLi <[email protected]> * minor fix Signed-off-by: HuiyingLi <[email protected]> * minor fixes Signed-off-by: HuiyingLi <[email protected]> --------- Signed-off-by: HuiyingLi <[email protected]>
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use __dict__ in check (#11012)
* check is_hf_model in leaf module Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> * disable getattr alternative path Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix Signed-off-by: Alexandros Koumparoulis <[email protected]> * undo; Signed-off-by: Alexandros Koumparoulis <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]>
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LoRA support for HF::AutoModelForCausalLM (#10982)
* add LinearAdapter Signed-off-by: Alexandros Koumparoulis <[email protected]> * add hf lora example Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove unused imports Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix Signed-off-by: Alexandros Koumparoulis <[email protected]> * subclass mixin Signed-off-by: Alexandros Koumparoulis <[email protected]> * remove stale imports Signed-off-by: Alexandros Koumparoulis <[email protected]> * undo Signed-off-by: Alexandros Koumparoulis <[email protected]> * fix scale Signed-off-by: Alexandros Koumparoulis <[email protected]> * regex selector for peft Signed-off-by: Alexandros Koumparoulis <[email protected]> * move lora Signed-off-by: Alexandros Koumparoulis <[email protected]> * fmt Signed-off-by: Alexandros Koumparoulis <[email protected]> * hf_auto_model_for_causal_lm finetune recipe Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]>
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Change default for always_save_context to True (#11014)
Signed-off-by: Abhishree <[email protected]> Co-authored-by: Pablo Garay <[email protected]>
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Add a build option to load_context (#10713)
* Add a build option to load_context Signed-off-by: Marc Romeijn <[email protected]> Signed-off-by: Alexandros Koumparoulis <[email protected]> * Adding test Signed-off-by: Marc Romeijn <[email protected]> Signed-off-by: Alexandros Koumparoulis <[email protected]> * Trying to fix failing CPU test Signed-off-by: Marc Romeijn <[email protected]> Signed-off-by: Alexandros Koumparoulis <[email protected]> * cherry-pick fix Signed-off-by: Alexandros Koumparoulis <[email protected]> --------- Signed-off-by: Marc Romeijn <[email protected]> Signed-off-by: Alexandros Koumparoulis <[email protected]> Co-authored-by: Alexandros Koumparoulis <[email protected]>
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* Move AutoTokenizer inline Signed-off-by: Marc Romeyn <[email protected]> * Move einops to common requirements Signed-off-by: Marc Romeyn <[email protected]> * Move AutoTokenizer import to top-level again in fine_tuning Signed-off-by: Marc Romeyn <[email protected]> * Move megatron init inside nemo.lightning Signed-off-by: Marc Romeyn <[email protected]> * Make megatron_lazy_init_context work when transformer-engine is not installed Signed-off-by: Marc Romeyn <[email protected]> * Only import get_nmt_tokenizer when needed Signed-off-by: Marc Romeyn <[email protected]> * Apply isort and black reformatting Signed-off-by: marcromeyn <[email protected]> --------- Signed-off-by: Marc Romeyn <[email protected]> Signed-off-by: marcromeyn <[email protected]> Co-authored-by: marcromeyn <[email protected]>
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[WIP] Add docs for NEST SSL (#10804)
* add docs Signed-off-by: stevehuang52 <[email protected]> * update doc and fix missing param Signed-off-by: stevehuang52 <[email protected]> --------- Signed-off-by: stevehuang52 <[email protected]>
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Change dist ckpt defaults (#10913)
* Enable ckpt features by default (async ckpt), ckpt every 15mins and reduce preemption time to 1min Signed-off-by: Shriya Palsamudram <[email protected]> * fix ssm tests Signed-off-by: Shriya Palsamudram <[email protected]> * Make note that ckpt_async_save is disabled for SSMs Signed-off-by: Shriya Palsamudram <[email protected]> * Enable async ckpt for SSMs with fix Signed-off-by: Shriya Palsamudram <[email protected]> * Disable async ckpt in the peft test as it is a known bug, add note. Signed-off-by: Shriya Palsamudram <[email protected]> * Fix failing unit tests Signed-off-by: Shriya Palsamudram <[email protected]> * Ashors/peft async ckpt (#11010) * [WIP] prototype for supporting async checkpointing with peft Signed-off-by: ashors1 <[email protected]> Signed-off-by: Shriya Palsamudram <[email protected]> * Enable async ckpt for the peft test Signed-off-by: Shriya Palsamudram <[email protected]> * Fix peft setup test Signed-off-by: Shriya Palsamudram <[email protected]> --------- Signed-off-by: Shriya Palsamudram <[email protected]> Signed-off-by: ashors1 <[email protected]> Co-authored-by: ataghibakhsh <[email protected]>
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Akoumparouli/mixtral recipe fix r2.0.0 (#10994)
* Mixtral TP8 EP1 Signed-off-by: Alexandros Koumparoulis <[email protected]> * Apply isort and black reformatting Signed-off-by: akoumpa <[email protected]> --------- Signed-off-by: Alexandros Koumparoulis <[email protected]> Signed-off-by: akoumpa <[email protected]> Co-authored-by: akoumpa <[email protected]>
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remove accidentally checked in files
Signed-off-by: Yashaswi Karnati <[email protected]>
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Apply isort and black reformatting
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Apply isort and black reformatting
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added scripts for pretrain and finetune
Signed-off-by: Yashaswi Karnati <[email protected]>
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Apply isort and black reformatting
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[🤠]: Howdy folks, let's bump
Dockerfile.ci
to 73e7b58 ! (#10779)Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: pablo-garay <[email protected]>
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Apply isort and black reformatting
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Commits on Oct 28, 2024
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Yashaswi Karnati committed
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Apply isort and black reformatting
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Commits on Oct 29, 2024
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Apply isort and black reformatting
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Commits on Nov 2, 2024
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