Sync vfm branch with main branch
<!-- pylint-output-strict-mode-true -->

beep boop 🤖: 🚨 The following files must be fixed before merge!

---

Your code was analyzed with PyLint. The following annotations have been identified:

```

------------------------------------
Your code has been rated at 10.00/10
```

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Thank you for improving NeMo's documentation! <!-- pylint-output-strict-mode-false -->

beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.

---

Your code was analyzed with PyLint. The following annotations have been identified:

```
************* Module hf
examples/llm/sft/hf.py:70:0: C0301: Line too long (162/119) (line-too-long)
examples/llm/sft/hf.py:24:0: C0115: Missing class docstring (missing-class-docstring)
examples/llm/sft/hf.py:37:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.models.aed_multitask_models
nemo/collections/asr/models/aed_multitask_models.py:695:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:727:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:769:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:777:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:1049:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:1115:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.models.ctc_bpe_models
nemo/collections/asr/models/ctc_bpe_models.py:365:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:366:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:372:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:373:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:379:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:380:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:386:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:387:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:393:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:394:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:400:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:401:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:408:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:409:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:416:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:417:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:423:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:424:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:430:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:431:0: C0301: Line too long (170/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:437:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:438:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:445:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:446:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:452:0: C0301: Line too long (147/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:453:0: C0301: Line too long (154/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:459:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:460:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:466:0: C0301: Line too long (147/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:467:0: C0301: Line too long (155/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:473:0: C0301: Line too long (165/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:474:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:480:0: C0301: Line too long (164/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:481:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:487:0: C0301: Line too long (171/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:488:0: C0301: Line too long (181/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:494:0: C0301: Line too long (165/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:495:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:501:0: C0301: Line too long (171/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:502:0: C0301: Line too long (181/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:508:0: C0301: Line too long (164/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:509:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:515:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:516:0: C0301: Line too long (158/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:522:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:523:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:529:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:530:0: C0301: Line too long (158/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:536:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:537:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:543:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:544:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:550:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:551:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:557:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:558:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:564:0: C0301: Line too long (147/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:565:0: C0301: Line too long (154/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:571:0: C0301: Line too long (147/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:572:0: C0301: Line too long (154/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:578:0: C0301: Line too long (148/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:579:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:585:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:586:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:592:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:593:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:599:0: C0301: Line too long (155/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:600:0: C0301: Line too long (170/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:606:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:607:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:613:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:614:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:620:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:621:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:627:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:628:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:634:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:635:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:641:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:642:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:648:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:649:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:655:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:656:0: C0301: Line too long (163/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:662:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/asr/models/ctc_bpe_models.py:663:0: C0301: Line too long (165/119) (line-too-long)
************* Module nemo.collections.asr.models.ctc_models
nemo/collections/asr/models/ctc_models.py:196:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:197:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:813:0: C0301: Line too long (133/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:819:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:820:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:826:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:827:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:833:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:834:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:840:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:841:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:847:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:848:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:854:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:855:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:861:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:862:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:868:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:869:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:875:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:876:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:882:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:883:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:889:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:890:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:897:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:898:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:904:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:905:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/models/ctc_models.py:545:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:602:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:620:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:662:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:680:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/ctc_models.py:916:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.models.hybrid_rnnt_ctc_bpe_models
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:263:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:267:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:277:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:526:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:527:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:533:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:534:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:540:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:541:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:547:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:548:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:554:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:555:0: C0301: Line too long (190/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:561:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:562:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:568:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:569:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:575:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:576:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:582:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:583:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:589:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:590:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:596:0: C0301: Line too long (175/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:597:0: C0301: Line too long (211/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:603:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:604:0: C0301: Line too long (193/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:610:0: C0301: Line too long (168/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:611:0: C0301: Line too long (197/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:617:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:618:0: C0301: Line too long (199/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:624:0: C0301: Line too long (170/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:625:0: C0301: Line too long (201/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:631:0: C0301: Line too long (169/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:632:0: C0301: Line too long (199/119) (line-too-long)
************* Module nemo.collections.asr.models.hybrid_rnnt_ctc_models
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:717:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:718:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:16:0: W0611: Unused import json (unused-import)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:17:0: W0611: Unused import os (unused-import)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:18:0: W0611: Unused import tempfile (unused-import)
nemo/collections/asr/models/hybrid_rnnt_ctc_models.py:24:0: W0611: Unused tqdm imported from tqdm.auto (unused-import)
************* Module nemo.collections.asr.models.rnnt_bpe_models
nemo/collections/asr/models/rnnt_bpe_models.py:53:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/asr/models/rnnt_bpe_models.py:54:0: C0301: Line too long (142/119) (line-too-long)
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nemo/collections/asr/models/rnnt_bpe_models.py:67:0: C0301: Line too long (142/119) (line-too-long)
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nemo/collections/asr/models/rnnt_bpe_models.py:74:0: C0301: Line too long (145/119) (line-too-long)
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nemo/collections/asr/models/rnnt_bpe_models.py:278:0: C0301: Line too long (179/119) (line-too-long)
************* Module nemo.collections.asr.models.rnnt_models
nemo/collections/asr/models/rnnt_models.py:1084:0: C0301: Line too long (164/119) (line-too-long)
nemo/collections/asr/models/rnnt_models.py:1085:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/asr/models/rnnt_models.py:230:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:705:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:803:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:820:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:888:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:896:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:1061:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/rnnt_models.py:1092:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.modules.conv_asr
nemo/collections/asr/modules/conv_asr.py:197:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:239:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:399:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:459:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:503:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:507:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:603:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:677:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:689:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:758:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:858:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:881:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conv_asr.py:900:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/modules/conv_asr.py:945:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/modules/conv_asr.py:969:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/modules/conv_asr.py:983:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/modules/conv_asr.py:992:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.asr.parts.mixins.transcription
nemo/collections/asr/parts/mixins/transcription.py:40:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/parts/mixins/transcription.py:57:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/parts/mixins/transcription.py:95:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/parts/mixins/transcription.py:119:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.parts.utils.streaming_utils
nemo/collections/asr/parts/utils/streaming_utils.py:426:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:429:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:473:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:546:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:569:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:632:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:644:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:658:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:671:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:680:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:685:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:777:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:783:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:787:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:824:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:842:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1506:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1515:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1521:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1525:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1537:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1542:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1549:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1584:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1587:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1597:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1608:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1612:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1683:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/parts/utils/streaming_utils.py:1731:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.asr.parts.utils.transcribe_utils
nemo/collections/asr/parts/utils/transcribe_utils.py:177:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/transcribe_utils.py:339:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/transcribe_utils.py:636:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/parts/utils/transcribe_utils.py:651:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/transcribe_utils.py:659:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/transcribe_utils.py:662:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/parts/utils/transcribe_utils.py:670:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.diffusion.models.dit.dit_embeddings
nemo/collections/diffusion/models/dit/dit_embeddings.py:141:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_embeddings.py:147:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/diffusion/models/dit/dit_embeddings.py:173:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_embeddings.py:178:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_embeddings.py:183:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_embeddings.py:16:0: W0611: Unused import math (unused-import)
nemo/collections/diffusion/models/dit/dit_embeddings.py:17:0: W0611: Unused Dict imported from typing (unused-import)
nemo/collections/diffusion/models/dit/dit_embeddings.py:17:0: W0611: Unused Literal imported from typing (unused-import)
nemo/collections/diffusion/models/dit/dit_embeddings.py:17:0: W0611: Unused Optional imported from typing (unused-import)
nemo/collections/diffusion/models/dit/dit_embeddings.py:19:0: W0611: Unused numpy imported as np (unused-import)
nemo/collections/diffusion/models/dit/dit_embeddings.py:21:0: W0611: Unused torch.nn.functional imported as F (unused-import)
nemo/collections/diffusion/models/dit/dit_embeddings.py:24:0: W0611: Unused Rearrange imported from einops.layers.torch (unused-import)
nemo/collections/diffusion/models/dit/dit_embeddings.py:26:0: W0611: Unused get_pos_emb_on_this_cp_rank imported from megatron.core.models.common.embeddings.rotary_pos_embedding (unused-import)
nemo/collections/diffusion/models/dit/dit_embeddings.py:28:0: W0611: Unused nn imported from torch (unused-import)
************* Module nemo.collections.diffusion.models.dit.dit_layer_spec
nemo/collections/diffusion/models/dit/dit_layer_spec.py:194:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:234:0: C0301: Line too long (132/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:249:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:268:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:288:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:306:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:362:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:396:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:416:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:549:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:552:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:53:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:59:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:65:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:74:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:108:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:112:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:116:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:120:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:132:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:138:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:157:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:221:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:383:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:482:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:565:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:623:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:643:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:675:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:736:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:775:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:800:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:826:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:845:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:21:0: W0611: Unused rearrange imported from einops (unused-import)
nemo/collections/diffusion/models/dit/dit_layer_spec.py:22:0: W0611: Unused jit_fuser imported from megatron.core.jit (unused-import)
************* Module nemo.collections.diffusion.models.dit.dit_model
nemo/collections/diffusion/models/dit/dit_model.py:111:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_model.py:115:0: C0301: Line too long (134/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_model.py:117:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/diffusion/models/dit/dit_model.py:40:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_model.py:44:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/diffusion/models/dit/dit_model.py:53:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_model.py:71:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit/dit_model.py:20:0: W0611: Unused torch.nn.functional imported as F (unused-import)
************* Module nemo.collections.diffusion.models.dit_llama.dit_llama_layer_spec
nemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:76:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:103:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:119:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:88:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:195:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.diffusion.models.dit_llama.dit_llama_model
nemo/collections/diffusion/models/dit_llama/dit_llama_model.py:25:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.diffusion.models.model
nemo/collections/diffusion/models/model.py:312:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/models/model.py:334:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.diffusion.sampler.edm.edm_pipeline
nemo/collections/diffusion/sampler/edm/edm_pipeline.py:20:0: W0611: Unused rearrange imported from einops (unused-import)
************* Module nemo.collections.diffusion.train
nemo/collections/diffusion/train.py:223:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/diffusion/train.py:258:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.llm.api
nemo/collections/llm/api.py:71:0: C0301: Line too long (135/119) (line-too-long)
nemo/collections/llm/api.py:227:0: C0301: Line too long (135/119) (line-too-long)
nemo/collections/llm/api.py:358:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/llm/api.py:259:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/api.py:319:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/api.py:331:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/api.py:493:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.llm.gpt.data.hf_dataset
nemo/collections/llm/gpt/data/hf_dataset.py:21:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/data/hf_dataset.py:51:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/hf_dataset.py:77:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/data/hf_dataset.py:87:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.llm.gpt.model.llama
nemo/collections/llm/gpt/model/llama.py:483:0: C0301: Line too long (158/119) (line-too-long)
nemo/collections/llm/gpt/model/llama.py:42:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:62:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:71:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:80:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:89:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:111:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:132:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:142:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:154:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:164:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:175:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:186:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:192:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:198:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:209:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:213:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:225:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:245:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/model/llama.py:259:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/model/llama.py:265:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/model/llama.py:302:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/llm/gpt/model/llama.py:321:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/model/llama.py:338:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/model/llama.py:342:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/gpt/model/llama.py:475:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.llm.quantization.quantizer
nemo/collections/llm/quantization/quantizer.py:231:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/quantization/quantizer.py:264:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/quantization/quantizer.py:316:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.llm.recipes.gemma_2b
nemo/collections/llm/recipes/gemma_2b.py:256:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/llm/recipes/gemma_2b.py:257:0: C0301: Line too long (158/119) (line-too-long)
************* Module nemo.collections.llm.recipes.starcoder_15b
nemo/collections/llm/recipes/starcoder_15b.py:283:0: C0301: Line too long (121/119) (line-too-long)
************* Module nemo.export.tensorrt_llm
nemo/export/tensorrt_llm.py:118:0: C0301: Line too long (148/119) (line-too-long)
nemo/export/tensorrt_llm.py:219:0: C0301: Line too long (123/119) (line-too-long)
nemo/export/tensorrt_llm.py:383:0: C0301: Line too long (186/119) (line-too-long)
nemo/export/tensorrt_llm.py:978:0: C0301: Line too long (184/119) (line-too-long)
nemo/export/tensorrt_llm.py:1012:0: C0301: Line too long (131/119) (line-too-long)
nemo/export/tensorrt_llm.py:1016:0: C0301: Line too long (135/119) (line-too-long)
nemo/export/tensorrt_llm.py:1074:0: C0301: Line too long (121/119) (line-too-long)
nemo/export/tensorrt_llm.py:67:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/tensorrt_llm.py:521:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/tensorrt_llm.py:808:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/tensorrt_llm.py:829:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/tensorrt_llm.py:840:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/tensorrt_llm.py:845:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/tensorrt_llm.py:911:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/tensorrt_llm.py:1120:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.export.trt_llm.nemo_ckpt_loader.nemo_file
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:43:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:72:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:79:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:95:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:103:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:113:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:119:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:124:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:135:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:166:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:173:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:187:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:191:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:200:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:225:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:236:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:257:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:305:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:342:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:427:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:431:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:442:0: C0115: Missing class docstring (missing-class-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:454:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:494:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:531:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:544:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:27:0: W0611: Unused import tensorstore (unused-import)
************* Module nemo.export.trt_llm.tensorrt_llm_build
nemo/export/trt_llm/tensorrt_llm_build.py:31:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/tensorrt_llm_build.py:19:0: W0611: Unused Builder imported from tensorrt_llm.builder (unused-import)
nemo/export/trt_llm/tensorrt_llm_build.py:23:0: W0611: Unused add_lora imported from tensorrt_llm.models.modeling_utils (unused-import)
************* Module nemo.export.trt_llm.tensorrt_llm_run
nemo/export/trt_llm/tensorrt_llm_run.py:506:0: C0301: Line too long (125/119) (line-too-long)
nemo/export/trt_llm/tensorrt_llm_run.py:510:0: C0301: Line too long (136/119) (line-too-long)
nemo/export/trt_llm/tensorrt_llm_run.py:514:0: C0301: Line too long (123/119) (line-too-long)
nemo/export/trt_llm/tensorrt_llm_run.py:557:0: C0301: Line too long (181/119) (line-too-long)
nemo/export/trt_llm/tensorrt_llm_run.py:839:0: C0301: Line too long (153/119) (line-too-long)
nemo/export/trt_llm/tensorrt_llm_run.py:524:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/tensorrt_llm_run.py:533:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/tensorrt_llm_run.py:591:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/export/trt_llm/tensorrt_llm_run.py:33:0: W0611: Unused Mapping imported from tensorrt_llm.mapping (unused-import)
************* Module nemo.lightning.io.mixin
nemo/lightning/io/mixin.py:65:0: C0301: Line too long (131/119) (line-too-long)
nemo/lightning/io/mixin.py:88:0: C0301: Line too long (122/119) (line-too-long)
nemo/lightning/io/mixin.py:695:0: C0301: Line too long (124/119) (line-too-long)
nemo/lightning/io/mixin.py:210:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.lightning.nemo_logger
nemo/lightning/nemo_logger.py:75:0: C0301: Line too long (125/119) (line-too-long)
nemo/lightning/nemo_logger.py:98:0: C0301: Line too long (120/119) (line-too-long)
nemo/lightning/nemo_logger.py:99:0: C0301: Line too long (123/119) (line-too-long)
nemo/lightning/nemo_logger.py:104:0: C0301: Line too long (127/119) (line-too-long)
nemo/lightning/nemo_logger.py:174:0: C0301: Line too long (125/119) (line-too-long)
nemo/lightning/nemo_logger.py:207:0: C0301: Line too long (128/119) (line-too-long)
nemo/lightning/nemo_logger.py:208:0: C0301: Line too long (124/119) (line-too-long)
nemo/lightning/nemo_logger.py:213:0: C0301: Line too long (124/119) (line-too-long)
************* Module nemo.lightning.pytorch.trainer
nemo/lightning/pytorch/trainer.py:41:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/trainer.py:46:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/trainer.py:52:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/trainer.py:62:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/pytorch/trainer.py:82:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.utils.model_utils
nemo/utils/model_utils.py:345:0: C0301: Line too long (145/119) (line-too-long)
nemo/utils/model_utils.py:439:0: C0301: Line too long (145/119) (line-too-long)
nemo/utils/model_utils.py:651:0: C0301: Line too long (127/119) (line-too-long)
nemo/utils/model_utils.py:695:0: C0301: Line too long (150/119) (line-too-long)
nemo/utils/model_utils.py:64:0: C0115: Missing class docstring (missing-class-docstring)
nemo/utils/model_utils.py:113:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/utils/model_utils.py:462:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/utils/model_utils.py:668:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/utils/model_utils.py:32:0: W0611: Unused resolve_cache_dir imported from nemo.utils.data_utils (unused-import)
************* Module scripts.llm.ptq
scripts/llm/ptq.py:19:0: C0116: Missing function or method docstring (missing-function-docstring)
scripts/llm/ptq.py:70:0: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 9.58/10
```

---

Thank you for improving NeMo's documentation!
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