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Add T5TTS #11193

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Add T5TTS #11193

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blisc
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@blisc blisc commented Nov 6, 2024

What does this PR do ?

Adds T5 TTS model

Collection: tts, nlp

Changelog

  • Adds T5 TTS model

Usage

  • You can potentially add a usage example below
# Add a code snippet demonstrating how to use this 

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CodeQL found more than 20 potential problems in the proposed changes. Check the Files changed tab for more details.

@XuesongYang
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there was a code reformatting error raised in github action workflows. reached out @ko3n1g and the error was fixed in #11196. pls rebase to the latest main.

@blisc blisc added Run CICD and removed Run CICD labels Nov 7, 2024
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added some comments and potential bugfix suggestions.

XuesongYang and others added 9 commits November 10, 2024 00:24
Signed-off-by: Xuesong Yang <[email protected]>
Signed-off-by: Xuesong Yang <[email protected]>
Signed-off-by: Xuesong Yang <[email protected]>
Signed-off-by: Xuesong Yang <[email protected]>
Signed-off-by: Xuesong Yang <[email protected]>
Signed-off-by: Xuesong Yang <[email protected]>
…s in ParallelTransformerLayer_ class.

Signed-off-by: Xuesong Yang <[email protected]>
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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 megatron_t5_speechllm
examples/tts/speechllm/megatron_t5_speechllm.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module megatron_t5_speechllm_inference
examples/tts/speechllm/megatron_t5_speechllm_inference.py:25:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.data.speechllm.t5_speechllm_dataset
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:207:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:208:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:213:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:407:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:569:0: C0301: Line too long (207/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:607:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:608:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:614:0: C0301: Line too long (132/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:615:0: C0301: Line too long (133/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:700:0: C0301: Line too long (239/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:706:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:707:0: C0301: Line too long (134/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:708:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:709:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:711:0: C0301: Line too long (132/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:911:0: C0301: Line too long (132/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:1076:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:1107:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:48:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:57:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:65:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:78:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:90:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:103:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:108:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:124:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:130:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:835:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:845:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:851:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:1062:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.data.speechllm.t5_speechllm_tarred_dataset
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:352:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:355:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:818:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:840:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:45:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:53:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:65:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:74:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:215:8: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:235:8: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:271:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:441:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:804:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.models.speechllm.megatron_base_speechllm_prompt_model
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:92:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:186:0: C0301: Line too long (183/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:82:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:405:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:408:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:411:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:414:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:421:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.models.speechllm.megatron_t5_speechllm_model
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:107:0: C0301: Line too long (180/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:109:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:281:0: C0301: Line too long (137/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:283:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:289:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:302:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:303:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:313:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:407:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:408:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:472:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:975:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:977:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:985:0: C0301: Line too long (130/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1741:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1752:0: C0301: Line too long (130/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1792:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1829:0: C0301: Line too long (122/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1831:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1834:0: C0301: Line too long (130/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1869:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1921:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1969:0: C0301: Line too long (159/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:2240:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:2639:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:86:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:326:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:589:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:608:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:944:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:950:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:956:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1069:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1089:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1107:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1113:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1519:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1551:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1630:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1707:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:2641:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.parts.preprocessing.collections
nemo/collections/common/parts/preprocessing/collections.py:316:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:773:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:870:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1017:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1057:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1234:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1235:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1644:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:480:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.common.parts.preprocessing.manifest
nemo/collections/common/parts/preprocessing/manifest.py:124:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/common/parts/preprocessing/manifest.py:256:0: C0301: Line too long (245/119) (line-too-long)
nemo/collections/common/parts/preprocessing/manifest.py:271:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/common/parts/preprocessing/manifest.py:27:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/parts/preprocessing/manifest.py:34:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/parts/preprocessing/manifest.py:204:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.tokenizers.sentencepiece_tokenizer
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:42:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:43:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:302:0: C0301: Line too long (137/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:357:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:366:0: C0301: Line too long (135/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:371:0: C0301: Line too long (131/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:372:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:373:0: C0301: Line too long (155/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:203:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:252:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:260:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:268:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:276:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:283:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:290:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:297:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:309:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:318:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:319:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.data.language_modeling.megatron.base_prompt_learning_dataset
nemo/collections/nlp/data/language_modeling/megatron/base_prompt_learning_dataset.py:142:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/nlp/data/language_modeling/megatron/base_prompt_learning_dataset.py:227:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.attention
nemo/collections/nlp/modules/common/megatron/attention.py:508:0: C0301: Line too long (133/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/attention.py:371:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:662:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:871:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:978:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:1034:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:1097:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:1128:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:1180:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.megatron_encoder_decoder
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:68:0: C0301: Line too long (136/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:90:0: C0301: Line too long (177/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:99:0: C0301: Line too long (177/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:154:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:191:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.megatron_encoders
nemo/collections/nlp/modules/common/megatron/megatron_encoders.py:31:4: W0611: Unused Model imported from MeCab (unused-import)
************* Module nemo.collections.nlp.modules.common.megatron.megatron_transformer_decoder
nemo/collections/nlp/modules/common/megatron/megatron_transformer_decoder.py:171:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.megatron_transformer_encoder
nemo/collections/nlp/modules/common/megatron/megatron_transformer_encoder.py:171:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/megatron_transformer_encoder.py:368:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.module
nemo/collections/nlp/modules/common/megatron/module.py:48:0: C0301: Line too long (149/119) (line-too-long)
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nemo/collections/nlp/modules/common/megatron/module.py:90:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:98:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:106:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:114:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:163:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:179:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:197:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:205:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:212:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:259:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:288:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:291:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:300:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.token_level_encoder_decoder
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:122:0: C0301: Line too long (142/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:183:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:270:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:281:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:298:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:450:0: C0301: Line too long (147/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:472:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:538:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:540:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:658:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:756:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:759:0: C0301: Line too long (136/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:805:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:807:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:929:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:1051:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:1126:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:98:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:730:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:744:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.transformer
nemo/collections/nlp/modules/common/megatron/transformer.py:88:0: C0301: Line too long (225/119) (line-too-long)
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nemo/collections/nlp/modules/common/megatron/transformer.py:83:4: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:108:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:115:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:123:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:469:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:664:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:809:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:901:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:1521:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.utils
nemo/collections/nlp/modules/common/megatron/utils.py:436:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/utils.py:130:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:137:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:154:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:174:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:185:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:191:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:267:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:276:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:281:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:310:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.g2p.models.zh_cn_pinyin
nemo/collections/tts/g2p/models/zh_cn_pinyin.py:41:0: C0301: Line too long (120/119) (line-too-long)
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nemo/collections/tts/g2p/models/zh_cn_pinyin.py:25:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.tts.parts.utils.helpers
nemo/collections/tts/parts/utils/helpers.py:74:0: C0301: Line too long (120/119) (line-too-long)
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nemo/collections/tts/parts/utils/helpers.py:99:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:195:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:255:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:284:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:305:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:365:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:444:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:471:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:528:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:539:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:554:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:571:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:586:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:603:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:634:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:642:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:680:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:737:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:786:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:804:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:826:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:859:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:949:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.parts.utils.tts_dataset_utils
nemo/collections/tts/parts/utils/tts_dataset_utils.py:86:0: C0301: Line too long (141/119) (line-too-long)
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nemo/collections/tts/parts/utils/tts_dataset_utils.py:140:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:144:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:148:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:152:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:162:0: C0116: Missing function or method docstring (missing-function-docstring)

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************* Module megatron_t5_speechllm
examples/tts/speechllm/megatron_t5_speechllm.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module megatron_t5_speechllm_inference
examples/tts/speechllm/megatron_t5_speechllm_inference.py:25:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.data.speechllm.t5_speechllm_dataset
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:207:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:208:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:213:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:407:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:569:0: C0301: Line too long (207/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:607:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:608:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:614:0: C0301: Line too long (132/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:615:0: C0301: Line too long (133/119) (line-too-long)
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nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:706:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:707:0: C0301: Line too long (134/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:708:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:709:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:711:0: C0301: Line too long (132/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:911:0: C0301: Line too long (132/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:1076:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:1107:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:48:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:57:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:65:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:78:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:90:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:103:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:108:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:124:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:130:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:835:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:845:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:851:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_dataset.py:1062:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.data.speechllm.t5_speechllm_tarred_dataset
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:352:0: C0301: Line too long (152/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:355:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:818:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:840:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:45:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:53:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:65:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:74:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:215:8: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:235:8: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:271:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:441:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/data/speechllm/t5_speechllm_tarred_dataset.py:804:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.models.speechllm.megatron_base_speechllm_prompt_model
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:92:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:186:0: C0301: Line too long (183/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:82:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:405:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:408:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:411:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:414:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_base_speechllm_prompt_model.py:421:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.models.speechllm.megatron_t5_speechllm_model
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:107:0: C0301: Line too long (180/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:109:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:281:0: C0301: Line too long (137/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:283:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:289:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:302:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:303:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:313:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:407:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:408:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:472:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:975:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:977:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:985:0: C0301: Line too long (130/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1741:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1752:0: C0301: Line too long (130/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1792:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1829:0: C0301: Line too long (122/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1831:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1834:0: C0301: Line too long (130/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1869:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1921:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1969:0: C0301: Line too long (159/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:2240:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:2639:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:86:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:326:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:589:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:608:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:944:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:950:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:956:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1069:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1089:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1107:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1113:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1519:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1551:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1630:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:1707:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/models/speechllm/megatron_t5_speechllm_model.py:2641:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.parts.preprocessing.collections
nemo/collections/common/parts/preprocessing/collections.py:316:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:773:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:870:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1017:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1057:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1234:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1235:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:1644:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/common/parts/preprocessing/collections.py:480:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.common.parts.preprocessing.manifest
nemo/collections/common/parts/preprocessing/manifest.py:124:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/common/parts/preprocessing/manifest.py:256:0: C0301: Line too long (245/119) (line-too-long)
nemo/collections/common/parts/preprocessing/manifest.py:271:0: C0301: Line too long (162/119) (line-too-long)
nemo/collections/common/parts/preprocessing/manifest.py:27:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/parts/preprocessing/manifest.py:34:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/parts/preprocessing/manifest.py:204:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.tokenizers.sentencepiece_tokenizer
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:42:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:43:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:302:0: C0301: Line too long (137/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:357:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:366:0: C0301: Line too long (135/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:371:0: C0301: Line too long (131/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:372:0: C0301: Line too long (153/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:373:0: C0301: Line too long (155/119) (line-too-long)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:203:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:252:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:260:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:268:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:276:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:283:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:290:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:297:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:309:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:318:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/tokenizers/sentencepiece_tokenizer.py:319:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.data.language_modeling.megatron.base_prompt_learning_dataset
nemo/collections/nlp/data/language_modeling/megatron/base_prompt_learning_dataset.py:142:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/nlp/data/language_modeling/megatron/base_prompt_learning_dataset.py:227:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.attention
nemo/collections/nlp/modules/common/megatron/attention.py:508:0: C0301: Line too long (133/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/attention.py:371:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:662:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:871:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:978:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:1034:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:1097:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:1128:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/attention.py:1180:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.megatron_encoder_decoder
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:68:0: C0301: Line too long (136/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:90:0: C0301: Line too long (177/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:99:0: C0301: Line too long (177/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:154:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/megatron_encoder_decoder.py:191:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.megatron_encoders
nemo/collections/nlp/modules/common/megatron/megatron_encoders.py:31:4: W0611: Unused Model imported from MeCab (unused-import)
************* Module nemo.collections.nlp.modules.common.megatron.megatron_transformer_decoder
nemo/collections/nlp/modules/common/megatron/megatron_transformer_decoder.py:171:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.megatron_transformer_encoder
nemo/collections/nlp/modules/common/megatron/megatron_transformer_encoder.py:171:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/megatron_transformer_encoder.py:368:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.module
nemo/collections/nlp/modules/common/megatron/module.py:48:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/module.py:64:0: C0301: Line too long (161/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/module.py:84:0: C0301: Line too long (161/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/module.py:95:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/module.py:103:0: C0301: Line too long (160/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/module.py:111:0: C0301: Line too long (192/119) (line-too-long)
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nemo/collections/nlp/modules/common/megatron/module.py:263:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/module.py:316:0: C0301: Line too long (161/119) (line-too-long)
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nemo/collections/nlp/modules/common/megatron/module.py:363:0: C0301: Line too long (192/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/module.py:54:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:74:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:90:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:98:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:106:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:114:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:163:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:179:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:197:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:205:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:212:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:259:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:288:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:291:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/module.py:300:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.token_level_encoder_decoder
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:122:0: C0301: Line too long (142/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:183:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:270:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:281:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:298:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:450:0: C0301: Line too long (147/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:472:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:538:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:540:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:658:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:756:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:759:0: C0301: Line too long (136/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:805:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:807:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:929:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:1051:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:1126:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:98:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:730:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/token_level_encoder_decoder.py:744:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.transformer
nemo/collections/nlp/modules/common/megatron/transformer.py:88:0: C0301: Line too long (225/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:201:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:211:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:449:0: C0301: Line too long (155/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:451:0: C0301: Line too long (122/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:479:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:1028:0: C0301: Line too long (136/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:1034:0: C0301: Line too long (134/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:1039:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:1047:0: C0301: Line too long (136/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:1531:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:1671:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:1672:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/transformer.py:83:4: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:108:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:115:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:123:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:469:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:664:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:809:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:901:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/transformer.py:1521:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.modules.common.megatron.utils
nemo/collections/nlp/modules/common/megatron/utils.py:436:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/nlp/modules/common/megatron/utils.py:130:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:137:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:154:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:174:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:185:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:191:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:267:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:276:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:281:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/modules/common/megatron/utils.py:310:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.g2p.models.zh_cn_pinyin
nemo/collections/tts/g2p/models/zh_cn_pinyin.py:41:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/tts/g2p/models/zh_cn_pinyin.py:64:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/tts/g2p/models/zh_cn_pinyin.py:127:0: C0301: Line too long (182/119) (line-too-long)
nemo/collections/tts/g2p/models/zh_cn_pinyin.py:181:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/tts/g2p/models/zh_cn_pinyin.py:25:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.tts.parts.utils.helpers
nemo/collections/tts/parts/utils/helpers.py:74:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/tts/parts/utils/helpers.py:112:0: C0301: Line too long (131/119) (line-too-long)
nemo/collections/tts/parts/utils/helpers.py:703:0: C0301: Line too long (217/119) (line-too-long)
nemo/collections/tts/parts/utils/helpers.py:707:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/tts/parts/utils/helpers.py:70:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:87:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:99:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:195:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:255:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:284:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:305:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:365:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:444:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:471:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:528:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:539:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:554:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:571:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:586:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:603:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:634:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:642:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:680:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:737:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:786:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:804:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:826:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:859:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/helpers.py:949:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.tts.parts.utils.tts_dataset_utils
nemo/collections/tts/parts/utils/tts_dataset_utils.py:86:0: C0301: Line too long (141/119) (line-too-long)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:87:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:97:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:109:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:140:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:144:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:148:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:152:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/tts/parts/utils/tts_dataset_utils.py:162:0: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 9.61/10

Thank you for improving NeMo's documentation!

@XuesongYang XuesongYang self-requested a review November 12, 2024 17:52
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