chore: Remove Automodel module by thomasdhc · Pull Request #15044 · NVIDIA-NeMo/NeMo

thomasdhc · 2025-11-07T21:16:04Z

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What does this PR do ?

Remove deprecated Automodel module. Automodel codebase has been moved to: https://github.com/NVIDIA-NeMo/Automodel

Scripts and logic that import Automodel will be deleted. Please reference the new repo for Automodel integration.

Collection: [Note which collection this PR will affect]

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Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

thomasdhc · 2025-11-07T22:01:22Z

/ok to test a3d9e83

github-actions · 2025-11-07T22:03:14Z

[🤖]: Hi @thomasdhc 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully.

So it might be time to merge this PR or get some approvals.

//cc @chtruong814 @ko3n1g @pablo-garay @thomasdhc

chtruong814 · 2025-11-10T14:13:17Z

Running pipeline
https://github.com/NVIDIA-NeMo/NeMo/actions/runs/19234534411

thomasdhc · 2025-11-10T15:46:31Z

thanks @chtruong814 let me review that pipeline

Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

github-actions · 2025-11-10T16:02:18Z

[🤖]: Hi @thomasdhc 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully.

So it might be time to merge this PR or get some approvals.

//cc @chtruong814 @ko3n1g @pablo-garay @thomasdhc

github-actions · 2025-11-10T16:02:59Z

[🤖]: Hi @thomasdhc 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully.

So it might be time to merge this PR or get some approvals.

//cc @chtruong814 @ko3n1g @pablo-garay @thomasdhc

Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

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

github-actions · 2025-11-14T17:02:01Z

[🤖]: Hi @thomasdhc 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully.

So it might be time to merge this PR or get some approvals.

//cc @chtruong814 @ko3n1g @pablo-garay @thomasdhc

* Delete Automodel module Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove additional code using or importing automodel pathway Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Further remove hf automodel testing and hf automodel in vlm Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused vars Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove automodel instance in model opt Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove hf_auto_model_for_causal_ln Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Delete HFAutomodel from speech Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Add noqa Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> * Remove automodel related tests Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Update init file to use import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> --------- Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: NeMo Bot <nemo-bot@nvidia.com>

* Delete Automodel module Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove additional code using or importing automodel pathway Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Further remove hf automodel testing and hf automodel in vlm Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused vars Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove automodel instance in model opt Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove hf_auto_model_for_causal_ln Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Delete HFAutomodel from speech Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Add noqa Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> * Remove automodel related tests Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Update init file to use import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> --------- Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com>

@XuesongYang

* Fixing lines for multispeaker pipeline (#15030) * Fixing lines for multispeaker pipeline Signed-off-by: taejinp <tango4j@gmail.com> * Removing unused imports Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: tango4j <tango4j@users.noreply.github.com> * Making changes for HF Space deployment Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> * Updated multispk trans utils. Signed-off-by: taejinp <tango4j@gmail.com> --------- Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * Support gemma3vl tuning with verified performances Signed-off-by: genquan9 <genquan@google.com> * minor update gemma3vl parameters for easier usages Signed-off-by: genquan9 <genquan@google.com> * Apply isort and black reformatting Signed-off-by: genquan9 <genquan9@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * Inference optimization for cache-aware pipelines (#15035) * optimize context manager and cache feature bufferer Signed-off-by: naymaraq <dkaramyan@nvidia.com> * speedUp cache_feature_bufferer Signed-off-by: naymaraq <dkaramyan@nvidia.com> * improved docstring in BatchedCacheFeatureBufferer Signed-off-by: naymaraq <dkaramyan@nvidia.com> --------- Signed-off-by: naymaraq <dkaramyan@nvidia.com> Co-authored-by: naymaraq <dkaramyan@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * fix loading of hyb ctc rnnt bpe models when using from pretrained (#15042) * fix loading of hyb ctc rnnt bpe models when using from pretrained Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Apply isort and black reformatting Signed-off-by: nithinraok <nithinraok@users.noreply.github.com> --------- Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: nithinraok <nithinraok@users.noreply.github.com> Co-authored-by: nithinraok <nithinraok@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * revert ckpt scripts removal from #14617 (#15048) Signed-off-by: genquan9 <genquan@google.com> * chore: remove ExportDeploy (#15033) * add EP in PTQ (#15015) Signed-off-by: jenchen13 <jennifchen@nvidia.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove ExportDeploy Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove exportDeploy tests Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove references Signed-off-by: Pablo Garay <pagaray@nvidia.com> * lintfix Signed-off-by: Pablo Garay <pagaray@nvidia.com> * Fixing lines for multispeaker pipeline (#15030) * Fixing lines for multispeaker pipeline Signed-off-by: taejinp <tango4j@gmail.com> * Removing unused imports Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: tango4j <tango4j@users.noreply.github.com> * Making changes for HF Space deployment Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> * Updated multispk trans utils. Signed-off-by: taejinp <tango4j@gmail.com> --------- Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove ExportDeploy & references Signed-off-by: Pablo Garay <pagaray@nvidia.com> * lintfix Signed-off-by: Pablo Garay <pagaray@nvidia.com> * get load_ckpt back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * lintfix Signed-off-by: Pablo Garay <pagaray@nvidia.com> * Apply isort and black reformatting Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com> * back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * revert back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * revert back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove ExportDeploy Signed-off-by: Pablo Garay <pagaray@nvidia.com> --------- Signed-off-by: jenchen13 <jennifchen@nvidia.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com> Co-authored-by: Jenny Chen <jennifchen@nvidia.com> Co-authored-by: Taejin Park <tango4j@gmail.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: pablo-garay <pablo-garay@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * fix after ED remove (#15051) Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * Update changelog for `v2.5.3` (#15055) * beep boop: Update changelog Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * Update changelog for 2.5.3 Signed-off-by: Charlie Truong <chtruong@nvidia.com> --------- Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Charlie Truong <chtruong@nvidia.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Charlie Truong <chtruong@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * [voice agent] Fix RTVI missing bot message (#15068) * fix RTVI missing bot message, fix diar not passing VAD frames Signed-off-by: stevehuang52 <heh@nvidia.com> * revert change to diar Signed-off-by: stevehuang52 <heh@nvidia.com> --------- Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * [voice agent] make parakeet-eou model default stt (#15069) * make eou model default stt Signed-off-by: stevehuang52 <heh@nvidia.com> * fix typo Signed-off-by: stevehuang52 <heh@nvidia.com> * clean up doc Signed-off-by: stevehuang52 <heh@nvidia.com> --------- Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * minor fixes to remove unused headers/lines and add exception Signed-off-by: genquan9 <genquan@google.com> * resolve merge conflicts from github Signed-off-by: genquan9 <genquan@google.com> * removed old buffered CTC script (#15061) * removed old buffered CTC script Signed-off-by: naymaraq <dkaramyan@nvidia.com> * remove references to speech_to_text_buffered_infer_ctc.py Signed-off-by: naymaraq <dkaramyan@nvidia.com> --------- Signed-off-by: naymaraq <dkaramyan@nvidia.com> Co-authored-by: naymaraq <dkaramyan@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * remove unused imports Signed-off-by: genquan9 <genquan@google.com> * remove nlp related notebooks (#15070) Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: genquan9 <genquan@google.com> * chore: Remove Automodel module (#15044) * Delete Automodel module Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove additional code using or importing automodel pathway Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Further remove hf automodel testing and hf automodel in vlm Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused vars Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove automodel instance in model opt Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove hf_auto_model_for_causal_ln Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Delete HFAutomodel from speech Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Add noqa Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> * Remove automodel related tests Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Update init file to use import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> --------- Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * add support for parallel ckpt removal (#15073) * add support for parallel ckpt removal Signed-off-by: dimapihtar <dpihtar@gmail.com> * Apply isort and black reformatting Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> --------- Signed-off-by: dimapihtar <dpihtar@gmail.com> Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> Co-authored-by: dimapihtar <dimapihtar@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * Fix vlm engine changes in mcore (#15076) Signed-off-by: genquan9 <genquan@google.com> * Add docstring for encode_vqa_sample_multi_turns, and fix long comments Signed-off-by: genquan9 <genquan@google.com> * Update MagpieTTS model with latest changes (#15031) * Update MagpieTTS Signed-off-by: Jason <jasoli@nvidia.com> * allow None in dataset path Signed-off-by: Jason <jasoli@nvidia.com> * try to fix test by removing lhotse; fix yamls in fast dev run tests Signed-off-by: Jason <jasoli@nvidia.com> * increase zeroshot cer value; attempt to fix PO test; add back lhotse in parakeet inference to test segmentation fault Signed-off-by: Jason <jasoli@nvidia.com> * remove branch from test Signed-off-by: Jason <jasoli@nvidia.com> * use batch_size 1 Signed-off-by: Jason <jasoli@nvidia.com> * update GRPO test script Signed-off-by: Jason <jasoli@nvidia.com> * add use_lhotse as a param to transcribe; attempt to fix PO test again; attempt to catch error Signed-off-by: Jason <jasoli@nvidia.com> * fix tests Signed-off-by: Jason <jasoli@nvidia.com> * update rnnt transcribe; fix po test again Signed-off-by: Jason <jasoli@nvidia.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Move FCD copyright text from TorchEval to top of file Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Remove duplicate copyright text It is now at the top of the file. Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Fix OnlinePO test: escape a special character in command line Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Easier-to-read way to quote a special character in OnlinePO test Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Work around ASR Lhotse issue ... and remove some debug code. Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Remove FCD metric for now Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Remove unused import Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Update examples/tts/conf/magpietts/magpietts_lhotse.yaml Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: Roy Fejgin <rfejgin@nvidia.com> --------- Signed-off-by: Jason <jasoli@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: Roy Fejgin <rfejgin@nvidia.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * Revert "Fix vlm engine changes in mcore (#15076)" (#15090) This reverts commit b557cfd. Signed-off-by: genquan9 <genquan@google.com> * ASR inference: expose RNN-T decoding params for context biasing (#15091) * ASR Inference: load decoding params from config for RNN-T Signed-off-by: Vladimir Bataev <vbataev@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * Fix vlm engine changes in mcore (#15076) Signed-off-by: genquan9 <genquan@google.com> * Revert "Fix vlm engine changes in mcore (#15076)" (#15090) This reverts commit b557cfd. Signed-off-by: genquan9 <genquan@google.com> * update notebook (#15093) Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: genquan9 <genquan@google.com> * fix lines with malformed anchor tags (#15095) Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * add copyright header for missing files Signed-off-by: genquan9 <genquan@google.com> --------- Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> Signed-off-by: genquan9 <genquan9@users.noreply.github.com> Signed-off-by: naymaraq <dkaramyan@nvidia.com> Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: nithinraok <nithinraok@users.noreply.github.com> Signed-off-by: jenchen13 <jennifchen@nvidia.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com> Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Charlie Truong <chtruong@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: dimapihtar <dpihtar@gmail.com> Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> Signed-off-by: Jason <jasoli@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: Roy Fejgin <rfejgin@nvidia.com> Signed-off-by: Vladimir Bataev <vbataev@nvidia.com> Co-authored-by: Taejin Park <tango4j@gmail.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: genquan9 <genquan9@users.noreply.github.com> Co-authored-by: Dav Karamyan <47416614+naymaraq@users.noreply.github.com> Co-authored-by: naymaraq <dkaramyan@nvidia.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: nithinraok <nithinraok@users.noreply.github.com> Co-authored-by: Dmytro Pykhtar <37850217+dimapihtar@users.noreply.github.com> Co-authored-by: Pablo Garay <palenq@gmail.com> Co-authored-by: Jenny Chen <jennifchen@nvidia.com> Co-authored-by: pablo-garay <pablo-garay@users.noreply.github.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Charlie Truong <chtruong@nvidia.com> Co-authored-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> Co-authored-by: Dong Hyuk Chang <thomaschang26@tutanota.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: dimapihtar <dimapihtar@users.noreply.github.com> Co-authored-by: meatybobby <bobchen@nvidia.com> Co-authored-by: Jason <jasoli@nvidia.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Fejgin, Roy <rfejgin@nvidia.com> Co-authored-by: Vladimir Bataev <vbataev@nvidia.com>

* Delete Automodel module * Remove additional code using or importing automodel pathway * Remove unused import * Further remove hf automodel testing and hf automodel in vlm * Remove unused vars * Remove automodel instance in model opt * Remove hf_auto_model_for_causal_ln * Delete HFAutomodel from speech * Add noqa * Apply isort and black reformatting * Remove automodel related tests * Update init file to use import * Apply isort and black reformatting --------- Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: NeMo Bot <nemo-bot@nvidia.com> Co-authored-by: Dong Hyuk Chang <thomaschang26@tutanota.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com>

* Delete Automodel module Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove additional code using or importing automodel pathway Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Further remove hf automodel testing and hf automodel in vlm Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused vars Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove automodel instance in model opt Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove hf_auto_model_for_causal_ln Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Delete HFAutomodel from speech Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Add noqa Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> * Remove automodel related tests Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Update init file to use import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> --------- Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: quanpham <youngkwan199@gmail.com>

@XuesongYang

* Fixing lines for multispeaker pipeline (NVIDIA-NeMo#15030) * Fixing lines for multispeaker pipeline Signed-off-by: taejinp <tango4j@gmail.com> * Removing unused imports Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: tango4j <tango4j@users.noreply.github.com> * Making changes for HF Space deployment Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> * Updated multispk trans utils. Signed-off-by: taejinp <tango4j@gmail.com> --------- Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * Support gemma3vl tuning with verified performances Signed-off-by: genquan9 <genquan@google.com> * minor update gemma3vl parameters for easier usages Signed-off-by: genquan9 <genquan@google.com> * Apply isort and black reformatting Signed-off-by: genquan9 <genquan9@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * Inference optimization for cache-aware pipelines (NVIDIA-NeMo#15035) * optimize context manager and cache feature bufferer Signed-off-by: naymaraq <dkaramyan@nvidia.com> * speedUp cache_feature_bufferer Signed-off-by: naymaraq <dkaramyan@nvidia.com> * improved docstring in BatchedCacheFeatureBufferer Signed-off-by: naymaraq <dkaramyan@nvidia.com> --------- Signed-off-by: naymaraq <dkaramyan@nvidia.com> Co-authored-by: naymaraq <dkaramyan@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * fix loading of hyb ctc rnnt bpe models when using from pretrained (NVIDIA-NeMo#15042) * fix loading of hyb ctc rnnt bpe models when using from pretrained Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Apply isort and black reformatting Signed-off-by: nithinraok <nithinraok@users.noreply.github.com> --------- Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: nithinraok <nithinraok@users.noreply.github.com> Co-authored-by: nithinraok <nithinraok@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * revert ckpt scripts removal from NVIDIA-NeMo#14617 (NVIDIA-NeMo#15048) Signed-off-by: genquan9 <genquan@google.com> * chore: remove ExportDeploy (NVIDIA-NeMo#15033) * add EP in PTQ (NVIDIA-NeMo#15015) Signed-off-by: jenchen13 <jennifchen@nvidia.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove ExportDeploy Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove exportDeploy tests Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove references Signed-off-by: Pablo Garay <pagaray@nvidia.com> * lintfix Signed-off-by: Pablo Garay <pagaray@nvidia.com> * Fixing lines for multispeaker pipeline (NVIDIA-NeMo#15030) * Fixing lines for multispeaker pipeline Signed-off-by: taejinp <tango4j@gmail.com> * Removing unused imports Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: tango4j <tango4j@users.noreply.github.com> * Making changes for HF Space deployment Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> * Updated multispk trans utils. Signed-off-by: taejinp <tango4j@gmail.com> --------- Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove ExportDeploy & references Signed-off-by: Pablo Garay <pagaray@nvidia.com> * lintfix Signed-off-by: Pablo Garay <pagaray@nvidia.com> * get load_ckpt back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * lintfix Signed-off-by: Pablo Garay <pagaray@nvidia.com> * Apply isort and black reformatting Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com> * back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * revert back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * revert back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove ExportDeploy Signed-off-by: Pablo Garay <pagaray@nvidia.com> --------- Signed-off-by: jenchen13 <jennifchen@nvidia.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com> Co-authored-by: Jenny Chen <jennifchen@nvidia.com> Co-authored-by: Taejin Park <tango4j@gmail.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: pablo-garay <pablo-garay@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * fix after ED remove (NVIDIA-NeMo#15051) Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * Update changelog for `v2.5.3` (NVIDIA-NeMo#15055) * beep boop: Update changelog Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * Update changelog for 2.5.3 Signed-off-by: Charlie Truong <chtruong@nvidia.com> --------- Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Charlie Truong <chtruong@nvidia.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Charlie Truong <chtruong@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * [voice agent] Fix RTVI missing bot message (NVIDIA-NeMo#15068) * fix RTVI missing bot message, fix diar not passing VAD frames Signed-off-by: stevehuang52 <heh@nvidia.com> * revert change to diar Signed-off-by: stevehuang52 <heh@nvidia.com> --------- Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * [voice agent] make parakeet-eou model default stt (NVIDIA-NeMo#15069) * make eou model default stt Signed-off-by: stevehuang52 <heh@nvidia.com> * fix typo Signed-off-by: stevehuang52 <heh@nvidia.com> * clean up doc Signed-off-by: stevehuang52 <heh@nvidia.com> --------- Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * minor fixes to remove unused headers/lines and add exception Signed-off-by: genquan9 <genquan@google.com> * resolve merge conflicts from github Signed-off-by: genquan9 <genquan@google.com> * removed old buffered CTC script (NVIDIA-NeMo#15061) * removed old buffered CTC script Signed-off-by: naymaraq <dkaramyan@nvidia.com> * remove references to speech_to_text_buffered_infer_ctc.py Signed-off-by: naymaraq <dkaramyan@nvidia.com> --------- Signed-off-by: naymaraq <dkaramyan@nvidia.com> Co-authored-by: naymaraq <dkaramyan@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * remove unused imports Signed-off-by: genquan9 <genquan@google.com> * remove nlp related notebooks (NVIDIA-NeMo#15070) Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: genquan9 <genquan@google.com> * chore: Remove Automodel module (NVIDIA-NeMo#15044) * Delete Automodel module Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove additional code using or importing automodel pathway Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Further remove hf automodel testing and hf automodel in vlm Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused vars Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove automodel instance in model opt Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove hf_auto_model_for_causal_ln Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Delete HFAutomodel from speech Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Add noqa Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> * Remove automodel related tests Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Update init file to use import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> --------- Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * add support for parallel ckpt removal (NVIDIA-NeMo#15073) * add support for parallel ckpt removal Signed-off-by: dimapihtar <dpihtar@gmail.com> * Apply isort and black reformatting Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> --------- Signed-off-by: dimapihtar <dpihtar@gmail.com> Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> Co-authored-by: dimapihtar <dimapihtar@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * Fix vlm engine changes in mcore (NVIDIA-NeMo#15076) Signed-off-by: genquan9 <genquan@google.com> * Add docstring for encode_vqa_sample_multi_turns, and fix long comments Signed-off-by: genquan9 <genquan@google.com> * Update MagpieTTS model with latest changes (NVIDIA-NeMo#15031) * Update MagpieTTS Signed-off-by: Jason <jasoli@nvidia.com> * allow None in dataset path Signed-off-by: Jason <jasoli@nvidia.com> * try to fix test by removing lhotse; fix yamls in fast dev run tests Signed-off-by: Jason <jasoli@nvidia.com> * increase zeroshot cer value; attempt to fix PO test; add back lhotse in parakeet inference to test segmentation fault Signed-off-by: Jason <jasoli@nvidia.com> * remove branch from test Signed-off-by: Jason <jasoli@nvidia.com> * use batch_size 1 Signed-off-by: Jason <jasoli@nvidia.com> * update GRPO test script Signed-off-by: Jason <jasoli@nvidia.com> * add use_lhotse as a param to transcribe; attempt to fix PO test again; attempt to catch error Signed-off-by: Jason <jasoli@nvidia.com> * fix tests Signed-off-by: Jason <jasoli@nvidia.com> * update rnnt transcribe; fix po test again Signed-off-by: Jason <jasoli@nvidia.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Move FCD copyright text from TorchEval to top of file Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Remove duplicate copyright text It is now at the top of the file. Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Fix OnlinePO test: escape a special character in command line Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Easier-to-read way to quote a special character in OnlinePO test Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Work around ASR Lhotse issue ... and remove some debug code. Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Remove FCD metric for now Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Remove unused import Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Update examples/tts/conf/magpietts/magpietts_lhotse.yaml Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: Roy Fejgin <rfejgin@nvidia.com> --------- Signed-off-by: Jason <jasoli@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: Roy Fejgin <rfejgin@nvidia.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * Revert "Fix vlm engine changes in mcore (NVIDIA-NeMo#15076)" (NVIDIA-NeMo#15090) This reverts commit b557cfd. Signed-off-by: genquan9 <genquan@google.com> * ASR inference: expose RNN-T decoding params for context biasing (NVIDIA-NeMo#15091) * ASR Inference: load decoding params from config for RNN-T Signed-off-by: Vladimir Bataev <vbataev@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * Fix vlm engine changes in mcore (NVIDIA-NeMo#15076) Signed-off-by: genquan9 <genquan@google.com> * Revert "Fix vlm engine changes in mcore (NVIDIA-NeMo#15076)" (NVIDIA-NeMo#15090) This reverts commit b557cfd. Signed-off-by: genquan9 <genquan@google.com> * update notebook (NVIDIA-NeMo#15093) Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: genquan9 <genquan@google.com> * fix lines with malformed anchor tags (NVIDIA-NeMo#15095) Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * add copyright header for missing files Signed-off-by: genquan9 <genquan@google.com> --------- Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> Signed-off-by: genquan9 <genquan9@users.noreply.github.com> Signed-off-by: naymaraq <dkaramyan@nvidia.com> Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: nithinraok <nithinraok@users.noreply.github.com> Signed-off-by: jenchen13 <jennifchen@nvidia.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com> Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Charlie Truong <chtruong@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: dimapihtar <dpihtar@gmail.com> Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> Signed-off-by: Jason <jasoli@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: Roy Fejgin <rfejgin@nvidia.com> Signed-off-by: Vladimir Bataev <vbataev@nvidia.com> Co-authored-by: Taejin Park <tango4j@gmail.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: genquan9 <genquan9@users.noreply.github.com> Co-authored-by: Dav Karamyan <47416614+naymaraq@users.noreply.github.com> Co-authored-by: naymaraq <dkaramyan@nvidia.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: nithinraok <nithinraok@users.noreply.github.com> Co-authored-by: Dmytro Pykhtar <37850217+dimapihtar@users.noreply.github.com> Co-authored-by: Pablo Garay <palenq@gmail.com> Co-authored-by: Jenny Chen <jennifchen@nvidia.com> Co-authored-by: pablo-garay <pablo-garay@users.noreply.github.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Charlie Truong <chtruong@nvidia.com> Co-authored-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> Co-authored-by: Dong Hyuk Chang <thomaschang26@tutanota.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: dimapihtar <dimapihtar@users.noreply.github.com> Co-authored-by: meatybobby <bobchen@nvidia.com> Co-authored-by: Jason <jasoli@nvidia.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Fejgin, Roy <rfejgin@nvidia.com> Co-authored-by: Vladimir Bataev <vbataev@nvidia.com> Signed-off-by: quanpham <youngkwan199@gmail.com>

* Delete Automodel module Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove additional code using or importing automodel pathway Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Further remove hf automodel testing and hf automodel in vlm Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused vars Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove automodel instance in model opt Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove hf_auto_model_for_causal_ln Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Delete HFAutomodel from speech Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Add noqa Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> * Remove automodel related tests Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Update init file to use import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> --------- Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com>

@XuesongYang

* Fixing lines for multispeaker pipeline (NVIDIA-NeMo#15030) * Fixing lines for multispeaker pipeline Signed-off-by: taejinp <tango4j@gmail.com> * Removing unused imports Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: tango4j <tango4j@users.noreply.github.com> * Making changes for HF Space deployment Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> * Updated multispk trans utils. Signed-off-by: taejinp <tango4j@gmail.com> --------- Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * Support gemma3vl tuning with verified performances Signed-off-by: genquan9 <genquan@google.com> * minor update gemma3vl parameters for easier usages Signed-off-by: genquan9 <genquan@google.com> * Apply isort and black reformatting Signed-off-by: genquan9 <genquan9@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * Inference optimization for cache-aware pipelines (NVIDIA-NeMo#15035) * optimize context manager and cache feature bufferer Signed-off-by: naymaraq <dkaramyan@nvidia.com> * speedUp cache_feature_bufferer Signed-off-by: naymaraq <dkaramyan@nvidia.com> * improved docstring in BatchedCacheFeatureBufferer Signed-off-by: naymaraq <dkaramyan@nvidia.com> --------- Signed-off-by: naymaraq <dkaramyan@nvidia.com> Co-authored-by: naymaraq <dkaramyan@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * fix loading of hyb ctc rnnt bpe models when using from pretrained (NVIDIA-NeMo#15042) * fix loading of hyb ctc rnnt bpe models when using from pretrained Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Apply isort and black reformatting Signed-off-by: nithinraok <nithinraok@users.noreply.github.com> --------- Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: nithinraok <nithinraok@users.noreply.github.com> Co-authored-by: nithinraok <nithinraok@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * revert ckpt scripts removal from NVIDIA-NeMo#14617 (NVIDIA-NeMo#15048) Signed-off-by: genquan9 <genquan@google.com> * chore: remove ExportDeploy (NVIDIA-NeMo#15033) * add EP in PTQ (NVIDIA-NeMo#15015) Signed-off-by: jenchen13 <jennifchen@nvidia.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove ExportDeploy Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove exportDeploy tests Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove references Signed-off-by: Pablo Garay <pagaray@nvidia.com> * lintfix Signed-off-by: Pablo Garay <pagaray@nvidia.com> * Fixing lines for multispeaker pipeline (NVIDIA-NeMo#15030) * Fixing lines for multispeaker pipeline Signed-off-by: taejinp <tango4j@gmail.com> * Removing unused imports Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: tango4j <tango4j@users.noreply.github.com> * Making changes for HF Space deployment Signed-off-by: taejinp <tango4j@gmail.com> * Apply isort and black reformatting Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> * Updated multispk trans utils. Signed-off-by: taejinp <tango4j@gmail.com> --------- Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove ExportDeploy & references Signed-off-by: Pablo Garay <pagaray@nvidia.com> * lintfix Signed-off-by: Pablo Garay <pagaray@nvidia.com> * get load_ckpt back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * lintfix Signed-off-by: Pablo Garay <pagaray@nvidia.com> * Apply isort and black reformatting Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com> * back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * revert back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * revert back Signed-off-by: Pablo Garay <pagaray@nvidia.com> * remove ExportDeploy Signed-off-by: Pablo Garay <pagaray@nvidia.com> --------- Signed-off-by: jenchen13 <jennifchen@nvidia.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com> Co-authored-by: Jenny Chen <jennifchen@nvidia.com> Co-authored-by: Taejin Park <tango4j@gmail.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: pablo-garay <pablo-garay@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * fix after ED remove (NVIDIA-NeMo#15051) Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * Update changelog for `v2.5.3` (NVIDIA-NeMo#15055) * beep boop: Update changelog Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * Update changelog for 2.5.3 Signed-off-by: Charlie Truong <chtruong@nvidia.com> --------- Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Charlie Truong <chtruong@nvidia.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Charlie Truong <chtruong@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * [voice agent] Fix RTVI missing bot message (NVIDIA-NeMo#15068) * fix RTVI missing bot message, fix diar not passing VAD frames Signed-off-by: stevehuang52 <heh@nvidia.com> * revert change to diar Signed-off-by: stevehuang52 <heh@nvidia.com> --------- Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * [voice agent] make parakeet-eou model default stt (NVIDIA-NeMo#15069) * make eou model default stt Signed-off-by: stevehuang52 <heh@nvidia.com> * fix typo Signed-off-by: stevehuang52 <heh@nvidia.com> * clean up doc Signed-off-by: stevehuang52 <heh@nvidia.com> --------- Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * minor fixes to remove unused headers/lines and add exception Signed-off-by: genquan9 <genquan@google.com> * resolve merge conflicts from github Signed-off-by: genquan9 <genquan@google.com> * removed old buffered CTC script (NVIDIA-NeMo#15061) * removed old buffered CTC script Signed-off-by: naymaraq <dkaramyan@nvidia.com> * remove references to speech_to_text_buffered_infer_ctc.py Signed-off-by: naymaraq <dkaramyan@nvidia.com> --------- Signed-off-by: naymaraq <dkaramyan@nvidia.com> Co-authored-by: naymaraq <dkaramyan@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * remove unused imports Signed-off-by: genquan9 <genquan@google.com> * remove nlp related notebooks (NVIDIA-NeMo#15070) Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: genquan9 <genquan@google.com> * chore: Remove Automodel module (NVIDIA-NeMo#15044) * Delete Automodel module Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove additional code using or importing automodel pathway Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Further remove hf automodel testing and hf automodel in vlm Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove unused vars Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove automodel instance in model opt Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Remove hf_auto_model_for_causal_ln Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Delete HFAutomodel from speech Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Add noqa Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> * Remove automodel related tests Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Update init file to use import Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> * Apply isort and black reformatting Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> --------- Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * add support for parallel ckpt removal (NVIDIA-NeMo#15073) * add support for parallel ckpt removal Signed-off-by: dimapihtar <dpihtar@gmail.com> * Apply isort and black reformatting Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> --------- Signed-off-by: dimapihtar <dpihtar@gmail.com> Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> Co-authored-by: dimapihtar <dimapihtar@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> * Fix vlm engine changes in mcore (NVIDIA-NeMo#15076) Signed-off-by: genquan9 <genquan@google.com> * Add docstring for encode_vqa_sample_multi_turns, and fix long comments Signed-off-by: genquan9 <genquan@google.com> * Update MagpieTTS model with latest changes (NVIDIA-NeMo#15031) * Update MagpieTTS Signed-off-by: Jason <jasoli@nvidia.com> * allow None in dataset path Signed-off-by: Jason <jasoli@nvidia.com> * try to fix test by removing lhotse; fix yamls in fast dev run tests Signed-off-by: Jason <jasoli@nvidia.com> * increase zeroshot cer value; attempt to fix PO test; add back lhotse in parakeet inference to test segmentation fault Signed-off-by: Jason <jasoli@nvidia.com> * remove branch from test Signed-off-by: Jason <jasoli@nvidia.com> * use batch_size 1 Signed-off-by: Jason <jasoli@nvidia.com> * update GRPO test script Signed-off-by: Jason <jasoli@nvidia.com> * add use_lhotse as a param to transcribe; attempt to fix PO test again; attempt to catch error Signed-off-by: Jason <jasoli@nvidia.com> * fix tests Signed-off-by: Jason <jasoli@nvidia.com> * update rnnt transcribe; fix po test again Signed-off-by: Jason <jasoli@nvidia.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Move FCD copyright text from TorchEval to top of file Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Remove duplicate copyright text It is now at the top of the file. Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Apply suggestion from @XuesongYang Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> * Fix OnlinePO test: escape a special character in command line Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Easier-to-read way to quote a special character in OnlinePO test Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Work around ASR Lhotse issue ... and remove some debug code. Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Remove FCD metric for now Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Remove unused import Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> * Update examples/tts/conf/magpietts/magpietts_lhotse.yaml Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: Roy Fejgin <rfejgin@nvidia.com> --------- Signed-off-by: Jason <jasoli@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: Roy Fejgin <rfejgin@nvidia.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * Revert "Fix vlm engine changes in mcore (NVIDIA-NeMo#15076)" (NVIDIA-NeMo#15090) This reverts commit 7212972. Signed-off-by: genquan9 <genquan@google.com> * ASR inference: expose RNN-T decoding params for context biasing (NVIDIA-NeMo#15091) * ASR Inference: load decoding params from config for RNN-T Signed-off-by: Vladimir Bataev <vbataev@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * Fix vlm engine changes in mcore (NVIDIA-NeMo#15076) Signed-off-by: genquan9 <genquan@google.com> * Revert "Fix vlm engine changes in mcore (NVIDIA-NeMo#15076)" (NVIDIA-NeMo#15090) This reverts commit 7212972. Signed-off-by: genquan9 <genquan@google.com> * update notebook (NVIDIA-NeMo#15093) Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: genquan9 <genquan@google.com> * fix lines with malformed anchor tags (NVIDIA-NeMo#15095) Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: genquan9 <genquan@google.com> * add copyright header for missing files Signed-off-by: genquan9 <genquan@google.com> --------- Signed-off-by: taejinp <tango4j@gmail.com> Signed-off-by: tango4j <tango4j@users.noreply.github.com> Signed-off-by: chtruong814 <chtruong814@users.noreply.github.com> Signed-off-by: genquan9 <genquan@google.com> Signed-off-by: genquan9 <genquan9@users.noreply.github.com> Signed-off-by: naymaraq <dkaramyan@nvidia.com> Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: nithinraok <nithinraok@users.noreply.github.com> Signed-off-by: jenchen13 <jennifchen@nvidia.com> Signed-off-by: Pablo Garay <pagaray@nvidia.com> Signed-off-by: pablo-garay <pablo-garay@users.noreply.github.com> Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Signed-off-by: Charlie Truong <chtruong@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com> Signed-off-by: thomasdhc <thomasdhc@users.noreply.github.com> Signed-off-by: dimapihtar <dpihtar@gmail.com> Signed-off-by: dimapihtar <dimapihtar@users.noreply.github.com> Signed-off-by: Jason <jasoli@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Fejgin, Roy <rfejgin@nvidia.com> Signed-off-by: Roy Fejgin <rfejgin@nvidia.com> Signed-off-by: Vladimir Bataev <vbataev@nvidia.com> Co-authored-by: Taejin Park <tango4j@gmail.com> Co-authored-by: tango4j <tango4j@users.noreply.github.com> Co-authored-by: chtruong814 <chtruong814@users.noreply.github.com> Co-authored-by: genquan9 <genquan9@users.noreply.github.com> Co-authored-by: Dav Karamyan <47416614+naymaraq@users.noreply.github.com> Co-authored-by: naymaraq <dkaramyan@nvidia.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: nithinraok <nithinraok@users.noreply.github.com> Co-authored-by: Dmytro Pykhtar <37850217+dimapihtar@users.noreply.github.com> Co-authored-by: Pablo Garay <palenq@gmail.com> Co-authored-by: Jenny Chen <jennifchen@nvidia.com> Co-authored-by: pablo-garay <pablo-garay@users.noreply.github.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Charlie Truong <chtruong@nvidia.com> Co-authored-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com> Co-authored-by: Dong Hyuk Chang <thomaschang26@tutanota.com> Co-authored-by: thomasdhc <thomasdhc@users.noreply.github.com> Co-authored-by: dimapihtar <dimapihtar@users.noreply.github.com> Co-authored-by: meatybobby <bobchen@nvidia.com> Co-authored-by: Jason <jasoli@nvidia.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Fejgin, Roy <rfejgin@nvidia.com> Co-authored-by: Vladimir Bataev <vbataev@nvidia.com>

thomasdhc requested review from chtruong814, ko3n1g and pablo-garay as code owners November 7, 2025 21:16

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Delete Automodel module

a3d9e83

Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

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Remove additional code using or importing automodel pathway

3d76121

Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

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Remove unused import

a14e104

Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

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Further remove hf automodel testing and hf automodel in vlm

48a7b83

Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

Remove unused vars

f515067

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Remove automodel instance in model opt

9e67148

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Merge branch 'main' into donghyukc/delete_automodel

0411e1b

Signed-off-by: Dong Hyuk Chang <donghyukc@nvidia.com>

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Update init file to use import

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Apply isort and black reformatting

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thomasdhc merged commit 5fe36df into main Nov 18, 2025
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thomasdhc deleted the donghyukc/delete_automodel branch November 18, 2025 15:07

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chore: Remove Automodel module#15044

chore: Remove Automodel module#15044
thomasdhc merged 14 commits into
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thomasdhc commented Nov 7, 2025 •

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