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Update to work using Llama 3 #9404
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Signed-off-by: Jesus Paz <jeherpabo@gmail.com>
* huvu/NeMo_rag_citest first commit * adding llama-index to dependency * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adjusting data/models path in ci-test to dependency * putting llama-index to optional * update cicd-main.yml --------- Co-authored-by: Huy Vu2 <huvu@login-eos01.eos.clusters.nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* reorg the export code Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * Apply isort and black reformatting Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> * replaced log with raise Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * add converter and loader folders Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * move nemo_ckpt_convert into the converter folder Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * move nemo_file into loader folder Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * reorg converter Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * Apply isort and black reformatting Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> * continue to reorg converter Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * Apply isort and black reformatting Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> * continue to reorg Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * move nemo file back into nemo folder Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * renamed nemo folder to nemo_ckpt_loader Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * remove unused function Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * removed nemo file Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * Apply isort and black reformatting Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> * moved a function to tensorrt_llm_run file Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * Apply isort and black reformatting Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> * Remove unused imports Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * Apply isort and black reformatting Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> * import csv added Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> --------- Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> Co-authored-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com>
…itriNet_with_wav` (NVIDIA#9399) Signed-off-by: Oliver Koenig <okoenig@nvidia.com>
* disable overlap for qkv (NVIDIA#9072) * disable overlap for qkv Signed-off-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> Co-authored-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Apply isort and black reformatting Signed-off-by: michal2409 <michal2409@users.noreply.github.com> --------- Signed-off-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> Signed-off-by: michal2409 <michal2409@users.noreply.github.com> Signed-off-by: Michal Futrega <mfutrega@nvidia.com> Co-authored-by: Rachit Garg <rachitgarg91@gmail.com> Co-authored-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Michal Futrega <mfutrega@nvidia.com> Co-authored-by: michal2409 <michal2409@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com>
* update launcher name and fix mm circular import * Apply isort and black reformatting --------- Signed-off-by: Chen Cui <chcui@nvidia.com> Signed-off-by: cuichenx <cuichenx@users.noreply.github.com> Co-authored-by: Chen Cui <chcui@nvidia.com> Co-authored-by: cuichenx <cuichenx@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com>
…#9298) * add check if num_layers % pp == 0 * Apply isort and black reformatting * move num_layers / pp check to build_transformer_config --------- Signed-off-by: dimapihtar <dpihtar@gmail.com> Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> Co-authored-by: Dmytro Pykhtar <37850217+dimapihtar@users.noreply.github.com> Co-authored-by: dimapihtar <dimapihtar@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com>
* temp save Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * temp save 2 Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * update code Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * enable seq packing Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix neva and clip Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Enable parallel seq packing algo and few other fixes Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Pipeline parallel support Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Update data preprocess Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix few pp issues Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * enable sequence packing w/ PP Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix cu_seqlens in inputs Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * add assert Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Depend on PP to decide whether do padding Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add docstring Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix few evaluation issues Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix few PP evaluation issues Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add llama3 template Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix license Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix llama3 Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Few fixes Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Few neva bugs Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Few neva bugs Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Few neva bugs Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * llama3 inference fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Force vision encoder to run in fp32 Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Revert "Force vision encoder to run in fp32" This reverts commit 9d2160d. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Try adding distributed format of checkpoint Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Allow dist checkpoint to be non-strict Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Some fixes for PP + dist ckpt in Neva Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix peft Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * few fixes for lora Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * checkpoint updates Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Apply isort and black reformatting Signed-off-by: yaoyu-33 <yaoyu-33@users.noreply.github.com> * bug fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Add HF siglip vision encoder Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * handle steerlm label in nv_dpo template Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * Add neva dist checkpoint converter Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Apply isort and black reformatting Signed-off-by: yaoyu-33 <yaoyu-33@users.noreply.github.com> * fix CLEAN RESPONSE logic to not use last EOS Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * strip extra_id_1 from clean response Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * change inference time image processor Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * resolve comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * remove open_clip vision encoder for siglip Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * update neva dist ckpt apis Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Apply isort and black reformatting Signed-off-by: yaoyu-33 <yaoyu-33@users.noreply.github.com> * fix return Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * resolve CLEAN RESPONSE multiturn issue Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * code format Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * fixes for isort Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * refac image processor loading to util Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * black and isort Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * move crop size assertion Signed-off-by: HuiyingLi <willwin.lee@gmail.com> * few neva fixes Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> Signed-off-by: HuiyingLi <willwin.lee@gmail.com> --------- Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> Signed-off-by: yaoyu-33 <yaoyu-33@users.noreply.github.com> Signed-off-by: HuiyingLi <willwin.lee@gmail.com> Co-authored-by: yaoyu-33 <yaoyu.094@gmail.com> Co-authored-by: pre-commit-ci[bot] 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* timeouts fix * timeouts fix
Co-authored-by: Chen Cui <chcui@nvidia.com>
…DIA#9169) * Fixes * Docs fix * Add support for custom NeMo fields in Lhotse-NeMo adapters (attach to cut.custom) * Add support for custom NeMo fields in Lhotse-NeMo adapters (attach to cut.custom) * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * support distributed_fused_adam Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support distributed_fused_adam Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * Add support for sharded NeMo manifest files * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * support megatron_amp_O2 Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * Support heterogeneous sampling rates in non tarred NeMo manifests * migrate to PTL2.0 Signed-off-by: stevehuang52 <heh@nvidia.com> * clean up Signed-off-by: stevehuang52 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Signed-off-by: stevehuang52 <heh@nvidia.com> * support add_sep for perception model Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * fix https://github.com/Lightning-AI/pytorch-lightning/issues/18803 Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * add_bos Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * Transformer decoder with conditioning for canary (#8091) * initial commit for multi-task conf-enc transf-dec for canary Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * removing decoder states caching during training Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> Co-authored-by: Krishna Puvvada <kpuvvada@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Option to limit the number of open streams (#8095) * audio signal support in multi Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * update asr evaluator Signed-off-by: stevehuang52 <heh@nvidia.com> * fix from https://github.com/NVIDIA/NeMo/commit/fcc0f9f6ff7947c3c7fba3ed17d8ec8af6391397 and https://github.com/NVIDIA/NeMo/commit/f97c9016e6438ca4174b66bf9c3e248b28197aaa Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * transcribe fn for Canary models (#8110) * improve readability Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * adding context in transcribe function for ConfTransfModels Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * supporting relative paths in transcribe function for canary Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * removing cuts.sort_by_duration in __getitem__ to maintain manifest order during inference Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> Co-authored-by: Krishna Puvvada <kpuvvada@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * update for evaluation Signed-off-by: stevehuang52 <heh@nvidia.com> * update for eval Signed-off-by: stevehuang52 <heh@nvidia.com> * update for evaluation Signed-off-by: stevehuang52 <heh@nvidia.com> * fix bleu Signed-off-by: stevehuang52 <heh@nvidia.com> * fix typo Signed-off-by: stevehuang52 <heh@nvidia.com> * Add missing audio_filepath validation for Canary (#8119) * Add missing audio_filepath validation for Canary * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * add default concat_sampling_probabilities Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support lhotse dataset in speechllm Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * bypass get_iterator_k_split Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * tmp fix Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * try to use fixed batch with megatron Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * add batch logging Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support unfrozen llm Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * Create README.md Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> * Update README.md Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> * Update README.md Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> * update Signed-off-by: stevehuang52 <heh@nvidia.com> * rename Signed-off-by: stevehuang52 <heh@nvidia.com> * add llama prompt template Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * update and refactor Signed-off-by: stevehuang52 <heh@nvidia.com> * support sample alpha Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support lhotse validation set and canary pretrained ckpt with pseudo label Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * make sure backward compatibility Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * remove pad Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * make sure asr_model is frozen Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support greedy decoding Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * valid on lhotse Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * fix multi dataloader in val case for lhotse SALM; add default data names; keep asr model tokenizer by default to enable adding canary dataset Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * remove the bruteforce _keep_special_tokens implementation Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * decoding_ratio and convert_canary_prompt_to_text support Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * canary_tokens_augment_ratio Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * debug Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * bug fix Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * fix lhotse based eval of llama canary model Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support some overwrite for eval Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support zero shot prompt in training Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support cross attention based SALM Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support cross attention based SALM Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * fix for batch train/valid of cross Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support learnable gate and plotting Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support using pseudo label in prompt rather than cross att Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * bug fix for perception cfg and context tokens shift Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * DentityConnectorsAdd Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * fix ckpt saving Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * Support RnnGatedCrossAttention Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * add include_ffw and fix _optimizer_param_groups for all unfrozen run Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support grad acc when using bucket Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support TransformerCrossAttention Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support ProjectTransformerCrossAttention Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support ++model.use_am_tokenizer ++model.override_vocab_size ++model.override.hidden_size Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support question set on val without canary Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support load_audio_encoder and wip in optim_param_groups Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * minor fix for audio pretrain model init Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * simplify canary_tokens_augment Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * use question in the manifest if it exists Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * support dataset weighting for non tar Signed-off-by: zhehuaichen <dian.chenzhehuai@gmail.com> * Update SpeechLLM code (#8475) * add pleasefixme marker for potential failed nightly tests. (#7678) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Add new text segmentation library for better TTS quality (#7645) * Add new text segmentation library for better TTS quality * Update zh_cn_pinyin.py added detailed instruction on how to install pkuseg. Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Update requirements_tts.txt remove pkuseg as the default dependency of NeMo TTS, and instead, direct users to manually install pkuseg if they really need. Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> --------- Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Create PrecisionPlugin for megatron_ckpt_to_nemo.py trainer (#7767) (#7774) * Create PrecisionPlugin for megatron_ckpt_to_nemo.py trainer * Add ddp_find_unused_parameters_true for punctuation_capitalization_train_evaluate.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add '32-true' for precision values --------- Signed-off-by: Abhishree <abhishreetm@gmail.com> Signed-off-by: Abhishree Thittenamane <47577437+athitten@users.noreply.github.com> Co-authored-by: Abhishree Thittenamane <47577437+athitten@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * fix(clustering_diarizer.py): fix typo (#7772) Signed-off-by: Jean-Louis Queguiner <jean-louis.queguiner@gadz.org> * fix(diarization-README): typo (#7771) Signed-off-by: Jean-Louis Queguiner <jean-louis.queguiner@gadz.org> * Fix bug wrt change decoding strategy for bpe models (#7762) (#7764) * Fix bug wrt change decoding strategy for bpe models * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <titu1994@gmail.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove incorrect extra argument for load_from_checkpoint_dir() (#7500) Signed-off-by: Robin Dong <robin.k.dong@gmail.com> Co-authored-by: Eric Harper <complex451@gmail.com> * Add nemo to mcore GPT conversion script (#7730) * add conversion script Signed-off-by: Chen Cui <chcui@nvidia.com> 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(#7369) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * add O2 option in gpt eval (#7358) * add O2 option in eval Signed-off-by: jasonwan <jasonwan@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add doc for O2 config Signed-off-by: jasonwan <jasonwan@nvidia.com> * add to llama inference config Signed-off-by: jasonwan <jasonwan@nvidia.com> --------- Signed-off-by: jasonwan <jasonwan@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> * Move model precision copy (#7336) * move cfg precision set to megatron base model Signed-off-by: Maanu Grover <maanug@nvidia.com> * remove copy from other models Signed-off-by: Maanu Grover <maanug@nvidia.com> * modify attribute not arg Signed-off-by: Maanu Grover <maanug@nvidia.com> * fix gpt model test for ptl 2.0 Signed-off-by: Maanu Grover <maanug@nvidia.com> * rename function and add docstring Signed-off-by: Maanu Grover <maanug@nvidia.com> * replace precision to dtype conditionals with func call Signed-off-by: Maanu Grover <maanug@nvidia.com> * unnecessary function and cfg reset Signed-off-by: Maanu Grover <maanug@nvidia.com> * set default value Signed-off-by: Maanu Grover <maanug@nvidia.com> * fix precision lookup in a few more places Signed-off-by: Maanu Grover <maanug@nvidia.com> * rename mapping function Signed-off-by: Maanu Grover <maanug@nvidia.com> * ununsed import Signed-off-by: Maanu Grover <maanug@nvidia.com> * save torch datatype to model Signed-off-by: Maanu Grover <maanug@nvidia.com> * set weights precision wrt amp o2 Signed-off-by: Maanu Grover <maanug@nvidia.com> * Revert "set weights precision wrt amp o2" This reverts commit 313a4bfe5eb69d771a6d2433898c0685836aef5c. Signed-off-by: Maanu Grover <maanug@nvidia.com> * revert half precision at inference attempt Signed-off-by: Maanu Grover <maanug@nvidia.com> * move autocast dtype to base model Signed-off-by: Maanu Grover <maanug@nvidia.com> * move params dtype to base model, enable fp16 O2 inf Signed-off-by: Maanu Grover <maanug@nvidia.com> * unused imports Signed-off-by: Maanu Grover <maanug@nvidia.com> --------- Signed-off-by: Maanu Grover <maanug@nvidia.com> * Fix PEFT checkpoint loading (#7388) * Fix PEFT checkpoint loading Signed-off-by: Jason Wang <jasonwan@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Jason Wang <jasonwan@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Use distributed optimizer support for multiple dtypes (#7359) * Update distopt wrapper with multiple dtype support Remove manual handling of separate FP32 optimizer. Signed-off-by: Tim Moon <tmoon@nvidia.com> * Use distopt support for contiguous buffers with multiple dtypes Signed-off-by: Tim Moon <tmoon@nvidia.com> * Fix typo Signed-off-by: Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Separate distopt buckets for first GPT layer and non-overlapped params Signed-off-by: Tim Moon <tmoon@nvidia.com> * Add distopt logic for int dtypes Signed-off-by: Tim Moon <tmoon@nvidia.com> * Update Apex commit Signed-off-by: Tim Moon <tmoon@nvidia.com> * Remove unused variables Signed-off-by: Tim Moon <tmoon@nvidia.com> * Update Apex commit in README and Jenkensfile Signed-off-by: Tim Moon <tmoon@nvidia.com> * Debug Dockerfile and Jenkinsfile Signed-off-by: Tim Moon <tmoon@nvidia.com> --------- Signed-off-by: Tim Moon <tmoon@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> * minor fix for llama ckpt conversion script (#7387) * minor fix for llama ckpt conversion script Signed-off-by: Jason Wang <jasonwan@nvidia.com> * Update Jenkinsfile Signed-off-by: Jason Wang <jasonwan@nvidia.com> * remove fast_swiglu configuration Signed-off-by: Jason Wang <jasonwan@nvidia.com> --------- Signed-off-by: Jason Wang <jasonwan@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> * Fix wrong calling of librosa.get_duration() in notebook (#7376) Signed-off-by: Robin Dong <robin.k.dong@gmail.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> * [PATCH] PEFT import mcore (#7393) * [PATCH] PEFT import mcore Signed-off-by: Jason Wang <jasonwan@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Jason Wang <jasonwan@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] Added a callback for logging initial data (#7384) Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Update Core Commit (#7402) * Update Core Commit Signed-off-by: Abhinav Khattar <aklife97@gmail.com> * update commit Signed-off-by: Abhinav Khattar <aklife97@gmail.com> --------- Signed-off-by: Abhinav Khattar <aklife97@gmail.com> * Use cfg attribute in bert (#7394) * use cfg attribute instead of arg Signed-off-by: Maanu Grover <maanug@nvidia.com> * use torch_dtype in place of cfg.precision Signed-off-by: Maanu Grover <maanug@nvidia.com> * move precision copy before super constructor Signed-off-by: Maanu Grover <maanug@nvidia.com> * use trainer arg Signed-off-by: Maanu Grover <maanug@nvidia.com> --------- Signed-off-by: Maanu Grover <maanug@nvidia.com> * Add support for bias conversion in Swiglu models (#7386) * Add support for bias conversion in Swiglu models Signed-off-by: smajumdar <titu1994@gmail.com> * Add support for auto extracting tokenizer model Signed-off-by: smajumdar <titu1994@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add support for auto extracting tokenizer model Signed-off-by: smajumdar <titu1994@gmail.com> * Fix issue with missing tokenizer Signed-off-by: smajumdar <titu1994@gmail.com> * Refactor Signed-off-by: smajumdar <titu1994@gmail.com> * Refactor Signed-off-by: smajumdar <titu1994@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <titu1994@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update save_to and restore_from for dist checkpointing (#7343) * add dist ckpt to save to, in progress Signed-off-by: eharper <eharper@nvidia.com> * move dist ckpt Signed-off-by: eharper <eharper@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * clean up Signed-off-by: eharper <eharper@nvidia.com> * [pre-commit.ci] auto 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eharper <eharper@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * setup te tp groups if needed Signed-off-by: eharper <eharper@nvidia.com> * remove import Signed-off-by: eharper <eharper@nvidia.com> --------- Signed-off-by: eharper <eharper@nvidia.com> Signed-off-by: jasonwan <jasonwan@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: jasonwan <jasonwan@nvidia.com> * fix forward for with mcore=false (#7403) Signed-off-by: Jimmy Zhang <jiemingz@nvidia.com> Co-authored-by: Jimmy Zhang <jiemingz@nvidia.com> * Fix logging to remove 's/it' from progress bar in Megatron models and add train_step_timing (#7374) * Add CustomProgressBar class to exp_manager and trainer callbacks Signed-off-by: Abhishree <abhishreetm@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix the progres…
* pass a config to GPTDataset Signed-off-by: Xiaowei Ren <xren@nvidia.com> * set attention mask to None if dataloader does not have it Signed-off-by: Xiaowei Ren <xren@nvidia.com> * fix function name Signed-off-by: Xiaowei Ren <xren@nvidia.com> * fix nsys profile Signed-off-by: Xiaowei Ren <xren@nvidia.com> * dataset config variable name change Signed-off-by: Xiaowei Ren <xren@nvidia.com> * Apply isort and black reformatting Signed-off-by: xrennvidia <xrennvidia@users.noreply.github.com> --------- Signed-off-by: Xiaowei Ren <xren@nvidia.com> Signed-off-by: xrennvidia <xrennvidia@users.noreply.github.com> Co-authored-by: xrennvidia <xrennvidia@users.noreply.github.com>
* temp qlora implementation Signed-off-by: Chen Cui <chcui@nvidia.com> * swap nf4 after model instantiation Signed-off-by: Chen Cui <chcui@nvidia.com> * load model on cpu and then quantize on gpu Signed-off-by: Chen Cui <chcui@nvidia.com> * model init on cpu to prevent memory spike Signed-off-by: Chen Cui <chcui@nvidia.com> * account for TE versions Signed-off-by: Chen Cui <chcui@nvidia.com> * guard use_cpu_initialization Signed-off-by: Chen Cui <chcui@nvidia.com> * fix layernorm autograd Function Signed-off-by: Chen Cui <chcui@nvidia.com> * add unit tests Signed-off-by: Chen Cui <chcui@nvidia.com> * Apply isort and black reformatting Signed-off-by: cuichenx <cuichenx@users.noreply.github.com> * move cpu init to library code Signed-off-by: Chen Cui <chcui@nvidia.com> * copyright header and nf4 quantize on GPU Signed-off-by: Chen Cui <chcui@nvidia.com> * Apply isort and black reformatting Signed-off-by: cuichenx <cuichenx@users.noreply.github.com> * fix cpu init Signed-off-by: Chen Cui <chcui@nvidia.com> * comments Signed-off-by: Chen Cui <chcui@nvidia.com> * fix test 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>
* Add tutorial for Llama-3-8B lora training and deployment * Adds a notebook for Llama-3-8b LORA PEFT with NeMo FW * Adds a notebook for sending multi-LoRA inference request to NIM * Adds README that includes instructions fore context and set up Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Add inference for other LoRAs in deployment notebook Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Fix typo in path in LoRA training notebook Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Fix typos and add end-2-end diagram Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Fix minor issue in architecture diagram Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Convert README from .md to .rst Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Minor updates to README Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Fix typo in deployment notebook Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Incorporate review suggestions Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Minor updates to README Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Remove access token Invaidate and removes HF access token Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Fix broken link to NIM docs Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Fix minor typo in README parameter name Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Fix gramma and inconsistencies in style and formatting Signed-off-by: Shashank Verma <shashank3959@gmail.com> * Capitalize Title Signed-off-by: Shashank Verma <shashank3959@gmail.com> --------- Signed-off-by: Shashank Verma <shashank3959@gmail.com>
* Removing default_path from ModelConnector * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> --------- Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> Co-authored-by: marcromeyn <marcromeyn@users.noreply.github.com>
* update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> * update Signed-off-by: eharper <eharper@nvidia.com> --------- Signed-off-by: eharper <eharper@nvidia.com>
* PeFT fix for distOpt Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix get_model_module_list for McoreDDP Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix get_peft_state_dict Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * Simplify extract_module Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> --------- Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>
* [SD] Avoid redundant host & device sync breaks cuda graph. * Apply isort and black reformatting Signed-off-by: alpha0422 <alpha0422@users.noreply.github.com> --------- Signed-off-by: alpha0422 <alpha0422@users.noreply.github.com> Co-authored-by: Michal Futrega <mfutrega@nvidia.com> Co-authored-by: Pablo Garay <palenq@gmail.com>
* Adding file-lock to Connector * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Fixing bug in path in mistral-7b * Fixing bug with overwrite * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> --------- Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> Co-authored-by: marcromeyn <marcromeyn@users.noreply.github.com>
…rategy (NVIDIA#9387) * Integrating mcore's DistributedDataParallel into MegatronStrategy 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> * Apply ddp-hooks from pytorch only when needed Signed-off-by: Marc Romeyn <mromeijn@nvidia.com> * bugfix if using mcore distOpt with sft (#9356) * bugfix if using mcore distOpt 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: Marc Romeyn <mromeijn@nvidia.com> * fix typo infer_seq_lenght -> infer_seq_length (#9370) Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> Co-authored-by: Marc Romeyn <mromeijn@nvidia.com> Signed-off-by: Marc Romeyn <mromeijn@nvidia.com> * Rachitg/ag (#9083) * Rachitg/ag (#9081) * disable overlap for qkv Signed-off-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * bug fix * bugfix --------- Signed-off-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> Signed-off-by: Rachit Garg <rachitgarg91@gmail.com> Co-authored-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Apply isort and black reformatting Signed-off-by: michal2409 <michal2409@users.noreply.github.com> --------- Signed-off-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> Signed-off-by: Rachit Garg <rachitgarg91@gmail.com> Signed-off-by: michal2409 <michal2409@users.noreply.github.com> Co-authored-by: Rachit Garg <rachitgarg91@gmail.com> Co-authored-by: Rachit Garg <rachitg@login-eos01.eos.clusters.nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Michal Futrega <mfutrega@nvidia.com> Co-authored-by: michal2409 <michal2409@users.noreply.github.com> Signed-off-by: Marc Romeyn <mromeijn@nvidia.com> * Adding the original change made for label_models (#9377) (#9378) Signed-off-by: Taejin Park <tango4j@gmail.com> Co-authored-by: Taejin Park <tango4j@gmail.com> Signed-off-by: Marc Romeyn <mromeijn@nvidia.com> * Dgalvez/fix greedy batch strategy name r2.0.0rc0 (#9243) (#9253) * Lazily warn about using greedy strategy instead of greedy_batch strategy. Previously, the warning would often run spuriously, since several existing code paths simply call "change_decoding_strategy()" after having first initialized a Module, rather than changing the config before initializing the Module. This can be confusing. The only problem I can see with this is that using logging inside a forward() method might interfere with some compiler toolkits like Torchscript or thunder.compile. Presumably it would be easy to add a conditional statement to avoid this statement in a compiler context if necessary. Signed-off-by: Daniel Galvez <dgalvez@nvidia.com> Co-authored-by: Daniel Galvez <galv@users.noreply.github.com> Signed-off-by: Marc Romeyn <mromeijn@nvidia.com> * Update README.rst (#9393) Revised content per https://gitlab-master.nvidia.com/nemo-framework-tme/documentation/-/issues/25. Also removed reference to NIMs in LLMs and MMs Deployment and Optimization. It should be NVIDIA NeMo Microservices and not NIM. Removed nemo:24.03.framework and nemo:24.01.speech in Docker Containers section and replaced with 24.05 . Please verify all changes. Signed-off-by: jgerh <163925524+jgerh@users.noreply.github.com> Signed-off-by: Marc Romeyn <mromeijn@nvidia.com> * a2a fix removed tp world size and group from init (#8944) (#8952) Signed-off-by: Anmol Gupta <14880251+anmolgupt@users.noreply.github.com> Co-authored-by: anmolgupt <14880251+anmolgupt@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Marc Romeyn <mromeijn@nvidia.com> * Add config option for FP32 embedding grads (#8953) * Add config option for FP32 embedding grads (#8946) Signed-off-by: Tim Moon <tmoon@nvidia.com> * Apply isort and black reformatting Signed-off-by: ericharper <ericharper@users.noreply.github.com> --------- Signed-off-by: Tim Moon <tmoon@nvidia.com> Signed-off-by: ericharper <ericharper@users.noreply.github.com> Co-authored-by: Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: ericharper <ericharper@users.noreply.github.com> Signed-off-by: Marc Romeyn <mromeijn@nvidia.com> * Changes to enable CUDA graph for LLM (#8955) * Changes to enable CUDA graph for LLM (#8751) * Use next instead of get_batch Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com> * CUDA graph changes Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com> * Change to enable CG with weight caching Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com> * Revert "Use next instead of get_batch" This reverts commit 0021bb444cdd1b27674fc0cfea909c1a42475336. Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com> * Copy jbaczek/mcore_parallel_state_api_change branch leaving out changes to nemo/export/quantize/quantizer.py Signed-off-by: Jan Baczek <jbaczek@nvidia.com> Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com> * Revert "Copy jbaczek/mcore_parallel_state_api_change branch leaving out changes to nemo/export/quantize/quantizer.py" This reverts commit b4f736ed2b39f6c48d2868ac3febb82c763ab3fb. 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…#9424) * Use native TRT-LLM param names in export (partial) Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * max_input_len & max_output_len rename cont'd Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Renames in infer_data_path.py Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Allow for max_output_token in TensorRTLLM forward with deprecation warning Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Apply isort and black reformatting Signed-off-by: janekl <janekl@users.noreply.github.com> --------- Signed-off-by: Jan Lasek <janek.lasek@gmail.com> Signed-off-by: janekl <janekl@users.noreply.github.com> Co-authored-by: janekl <janekl@users.noreply.github.com>
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* Add dev_container_bug_report.md Signed-off-by: Pablo Garay <palenq@gmail.com> * Date field refactor --------- Signed-off-by: Pablo Garay <palenq@gmail.com>
Signed-off-by: Jan Lasek <janek.lasek@gmail.com>
* add validation_drop_last and add_extra_token params support for mcore ds Signed-off-by: dimapihtar <dpihtar@gmail.com> * pad samples with dummy tokens only Signed-off-by: dimapihtar <dpihtar@gmail.com> * Apply isort and black reformatting Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> * use no_seqlen_plus_one_input_tokens as mcore's add_extra_token Signed-off-by: dimapihtar <dpihtar@gmail.com> * revert config Signed-off-by: dimapihtar <dpihtar@gmail.com> * revert config Signed-off-by: dimapihtar <dpihtar@gmail.com> * set train_valid_test_num_samples[1] to None Signed-off-by: dimapihtar <dpihtar@gmail.com> * add test case when validation_drop_last is False Signed-off-by: dimapihtar <dpihtar@gmail.com> * revert config Signed-off-by: dimapihtar <dpihtar@gmail.com> * set validation_drop_last as True by default Signed-off-by: dimapihtar <dpihtar@gmail.com> * Update nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py Co-authored-by: jbaczek <45043825+jbaczek@users.noreply.github.com> Signed-off-by: Dmytro Pykhtar <37850217+dimapihtar@users.noreply.github.com> * Update nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py Co-authored-by: jbaczek <45043825+jbaczek@users.noreply.github.com> Signed-off-by: Dmytro Pykhtar <37850217+dimapihtar@users.noreply.github.com> --------- Signed-off-by: dimapihtar <dpihtar@gmail.com> Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> Signed-off-by: Dmytro Pykhtar <37850217+dimapihtar@users.noreply.github.com> Co-authored-by: dimapihtar <dimapihtar@users.noreply.github.com> Co-authored-by: jbaczek <45043825+jbaczek@users.noreply.github.com>
* profiling docs Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com> * fix docstring 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>
* initial moe lora impl Signed-off-by: Chen Cui <chcui@nvidia.com> * Apply isort and black reformatting Signed-off-by: cuichenx <cuichenx@users.noreply.github.com> * fix dangling adapter Signed-off-by: Chen Cui <chcui@nvidia.com> * update to newest mcore code 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>
* Refactor Quantizer for reusing in QAT Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com> * Address more reviewer comments Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com> * update yaml config Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com> --------- Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com>
* added pipeline_dtype for pipeline parallelism to megatron strategy and parallelism calls * fix typos * Apply isort and black reformatting Signed-off-by: skothenhill-nv <skothenhill-nv@users.noreply.github.com> --------- Signed-off-by: skothenhill-nv <skothenhill-nv@users.noreply.github.com> Co-authored-by: skothenhill-nv <skothenhill-nv@users.noreply.github.com>
…IDIA#9460) * [WIP] move experiement manager features into PTL * cleanup and minor refactoring * add async checkpointing support, some cleanup of modelcheckpoint and setup_nemo * more cleanup * cleanup, reorganization, minor debugging * Apply isort and black reformatting Signed-off-by: ashors1 <ashors1@users.noreply.github.com> * Proposal to have AutoResume & Experiment * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * small fix * small bug fixes and cleanup * Apply isort and black reformatting Signed-off-by: ashors1 <ashors1@users.noreply.github.com> * remove async checkpointing support. Support will be added in a subsequent PR * Apply isort and black reformatting Signed-off-by: ashors1 <ashors1@users.noreply.github.com> * remove unneeded import * bug fix * remove deprecated prefix * rename Experiment to NeMoLogger * add option to instantiate model checkpoint callback inside of nemo_logger setup * Apply isort and black reformatting Signed-off-by: ashors1 <ashors1@users.noreply.github.com> * Proposal to move ModelCheckpoint into NeMoLogger * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * minor fixes * fix merge conflict * Apply isort and black reformatting Signed-off-by: ashors1 <ashors1@users.noreply.github.com> * remove unused imports --------- Signed-off-by: ashors1 <ashors1@users.noreply.github.com> Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> Co-authored-by: ashors1 <ashors1@users.noreply.github.com> Co-authored-by: Marc Romeyn <mromeijn@nvidia.com> Co-authored-by: marcromeyn <marcromeyn@users.noreply.github.com>
…9045) * Add S3 dirpath and asynchronous uploading support for basic checkpointing Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Update megtron_gpt_pretraining config to support S3 checkpointing Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Removed unused imports Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * move s3_checkpoint_io into callbacks. consolidate checkpoint_file_utils into s3_utils.py Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Update setup() in nemo_model_checkpoint to broadcast checkpoint path and work with upstreamed implementation of removing unfinished checkpoints Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Add boto3 dependency for testing Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Remove redundant setup() in nemo_model_checkpoint Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Remove comment line from import Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Removed explicit CRT calls since boto[crt] automatically uses CRT for file upload and download Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Style fix Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * remove un-used s3transfer import Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * add s3 prefix for s3-related checkpointing config Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * dummy sleep function lowered from 1 to 0.01 seconds Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Remove local_rank checking for rank, and use is_global_rank_zero. Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Style fix Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Apply isort and black reformatting Signed-off-by: alxzhang-amazon <alxzhang-amazon@users.noreply.github.com> * add tenacity dependency Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Apply isort and black reformatting Signed-off-by: alxzhang-amazon <alxzhang-amazon@users.noreply.github.com> * Add filtering of unfinished checkpoint to non-s3 checkpoint resuming Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * isort black reformatting Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Apply isort and black reformatting Signed-off-by: alxzhang-amazon <alxzhang-amazon@users.noreply.github.com> * Remove dependency requirement for checking if dirpath is an s3 path Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Make dependencies fully optional; allow exp_manager to optionally import S3Utils depending on whether dirpath is an S3 address or not Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Add rst doc for s3 checkpointing Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Remove unneeded assert Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Removed dependencies Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Apply isort and black reformatting Signed-off-by: alxzhang-amazon <alxzhang-amazon@users.noreply.github.com> * Updated documentation on async save to S3 Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Apply isort and black reformatting Signed-off-by: alxzhang-amazon <alxzhang-amazon@users.noreply.github.com> * Update S3 checkpointing doc and fix visibility on website. Update the nlp_overrides DDP initializer to properly assign updated checkpoint io to base class. Signed-off-by: Alexander Zhang <alxzhang@amazon.com> * Apply isort and black reformatting Signed-off-by: alxzhang-amazon <alxzhang-amazon@users.noreply.github.com> * Slight fix in s3 checkpoint doc Signed-off-by: Alexander Zhang <alxzhang@amazon.com> --------- Signed-off-by: Alexander Zhang <alxzhang@amazon.com> Signed-off-by: alxzhang-amazon <166076199+alxzhang-amazon@users.noreply.github.com> Signed-off-by: alxzhang-amazon <alxzhang-amazon@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: alxzhang-amazon <alxzhang-amazon@users.noreply.github.com>
…IDIA#9382) * move load state dict after initialize parallel state Signed-off-by: Ryan Li <rynli@amazon.com> * delay sharded_state_dict in save_to Signed-off-by: Ryan Li <rynli@amazon.com> --------- Signed-off-by: Ryan Li <rynli@amazon.com> Co-authored-by: Ryan Li <rynli@amazon.com>
* Add python_requires Prevents people from getting unexpected syntax errors when they install on a python version too old. Signed-off-by: Daniel Galvez <dgalvez@nvidia.com> * Apply isort and black reformatting Signed-off-by: galv <galv@users.noreply.github.com> --------- Signed-off-by: Daniel Galvez <dgalvez@nvidia.com> Signed-off-by: galv <galv@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com>
* Enable user to optionally upgrade megatron * restore missing args for the older version of megatron * Apply isort and black reformatting Signed-off-by: jstjohn <jstjohn@users.noreply.github.com> --------- Signed-off-by: jstjohn <jstjohn@users.noreply.github.com> Co-authored-by: Marc Romeyn <mromeijn@nvidia.com>
…NVIDIA#9476) * Fixing imports of NeMoLogging, AutoResume & ModelCheckpoint * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> --------- Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> Co-authored-by: marcromeyn <marcromeyn@users.noreply.github.com>
* modelopt refactor * refactor all ammo occurrences to modelopt * Apply isort and black reformatting Signed-off-by: suiyoubi <suiyoubi@users.noreply.github.com> * rename atq->mtq ato->mto --------- Signed-off-by: suiyoubi <suiyoubi@users.noreply.github.com> Co-authored-by: suiyoubi <suiyoubi@users.noreply.github.com>
* Fixing defaults in llm.train & Mistral7BModel * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Fix calling super.init inside Mistral7BModel * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Remove fit_kwargs from llm.train * Fix bugs in lr-schedules * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Only pass first optimizer when there's 1 * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Adding zero_grad to training_step * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Fix bugs in OptimizerModule * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Fix bugs in OptimizerModule * Expose ModelCheckpoint in nemo.lightning * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> --------- Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> Co-authored-by: marcromeyn <marcromeyn@users.noreply.github.com>
* fix minor import bug Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * deploy in-framework model with script * make query_llm work with in framework models Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * added in framework test Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * Apply isort and black reformatting Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> * Apply isort and black reformatting Signed-off-by: artbataev <artbataev@users.noreply.github.com> * fix codeql issues Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> * Apply isort and black reformatting Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> * rename test filename to avoid nemo ci issues Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> --------- Signed-off-by: Onur Yilmaz <oyilmaz@nvidia.com> Signed-off-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> Signed-off-by: artbataev <artbataev@users.noreply.github.com> Co-authored-by: oyilmaz-nvidia <oyilmaz-nvidia@users.noreply.github.com> Co-authored-by: artbataev <artbataev@users.noreply.github.com>
) * Integrate tokenizer import into model.import_ckpt * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Fixing bug in ModelConnector.nemo_save * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> * Default to ddp=pytorch inside ModelConnector * Apply isort and black reformatting Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> --------- Signed-off-by: marcromeyn <marcromeyn@users.noreply.github.com> Co-authored-by: marcromeyn <marcromeyn@users.noreply.github.com>
* fix unwrap model Signed-off-by: Chen Cui <chcui@nvidia.com> * add O2 to ci test Signed-off-by: Chen Cui <chcui@nvidia.com> * fix ci test Signed-off-by: Chen Cui <chcui@nvidia.com> * fix ci test Signed-off-by: Chen Cui <chcui@nvidia.com> * fix ci test Signed-off-by: Chen Cui <chcui@nvidia.com> --------- Signed-off-by: Chen Cui <chcui@nvidia.com>
Co-authored-by: Malay Nagda <malayn@malayn-mlt.client.nvidia.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com>
Signed-off-by: JesusPaz <JesusPaz@users.noreply.github.com>
Signed-off-by: JesusPaz <JesusPaz@users.noreply.github.com>
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What does this PR do ?
fix the script to convert llama3 from nemo to hf format.
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you must except something like this when the script finishes:
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