Ko3n1g/test/speechllm develop
State: closed | Pull request: yes
Labels: name: ASR

name: NLP

name: CI

name: common

name: Multi Modal

# What does this PR do ?

Add a one line overview of what this PR aims to accomplish.

**Collection**: [Note which collection this PR will affect]

# Changelog 
- Add specific line by line info of high level changes in this PR.

# Usage
* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
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# Before your PR is "Ready for review"
**Pre checks**:
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- [ ] Did you write any new necessary tests?
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation

If you haven't finished some of the above items you can still open "Draft" PR.


## Who can review?

Anyone in the community is free to review the PR once the checks have passed. 
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# Additional Information
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<!-- pylint-output-strict-mode-true -->

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

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

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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 nemo.collections.common.prompts.plain
nemo/collections/common/prompts/plain.py:44:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module scripts.checkpoint_converters.convert_gemma_nemo_to_hf
scripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:56:0: C0116: Missing function or method docstring (missing-function-docstring)
scripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:107:0: C0116: Missing function or method docstring (missing-function-docstring)
scripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:286:0: C0116: Missing function or method docstring (missing-function-docstring)
scripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:20:0: W0611: Unused open_dict imported from omegaconf (unused-import)
************* Module scripts.speech_llm.export_conversations_to_tar
scripts/speech_llm/export_conversations_to_tar.py:31:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.data.audio_to_text_lhotse
nemo/collections/asr/data/audio_to_text_lhotse.py:37:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.asr.data.audio_to_text_lhotse_prompted
nemo/collections/asr/data/audio_to_text_lhotse_prompted.py:61:0: C0301: Line too long (133/119) (line-too-long)
nemo/collections/asr/data/audio_to_text_lhotse_prompted.py:28:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/data/audio_to_text_lhotse_prompted.py:113:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/data/audio_to_text_lhotse_prompted.py:15:0: W0611: Unused Callable imported from typing (unused-import)
nemo/collections/asr/data/audio_to_text_lhotse_prompted.py:23:0: W0611: Unused CanaryPromptFormatter imported from nemo.collections.common.prompts (unused-import)
************* Module nemo.collections.asr.models.aed_multitask_models
nemo/collections/asr/models/aed_multitask_models.py:694:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:726:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:768:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:776:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:1048:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:1114:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/models/aed_multitask_models.py:46:0: W0611: Unused get_prompt_format_fn imported from nemo.collections.common.data.prompt_fn (unused-import)
************* Module nemo.collections.asr.modules.conformer_encoder
nemo/collections/asr/modules/conformer_encoder.py:68:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:101:0: C0301: Line too long (163/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:104:0: C0301: Line too long (185/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:116:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:117:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:119:0: C0301: Line too long (204/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:121:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:152:0: C0301: Line too long (137/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:810:0: C0301: Line too long (134/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:826:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:833:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:1154:0: C0301: Line too long (122/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:1211:0: C0301: Line too long (136/119) (line-too-long)
nemo/collections/asr/modules/conformer_encoder.py:466:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conformer_encoder.py:494:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conformer_encoder.py:513:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conformer_encoder.py:525:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conformer_encoder.py:673:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conformer_encoder.py:753:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conformer_encoder.py:807:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conformer_encoder.py:1105:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/asr/modules/conformer_encoder.py:1180:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/asr/modules/conformer_encoder.py:1236:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.common.data.lhotse.cutset
nemo/collections/common/data/lhotse/cutset.py:626:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/common/data/lhotse/cutset.py:64:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/cutset.py:203:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:224:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:239:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:258:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:273:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:289:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:296:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:342:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:439:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:488:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.data.lhotse.dataloader
nemo/collections/common/data/lhotse/dataloader.py:141:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:157:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:165:0: C0301: Line too long (148/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:334:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:344:0: C0301: Line too long (206/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:381:0: C0301: Line too long (178/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:463:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:464:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:465:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:785:0: C0301: Line too long (213/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:792:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:197:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:438:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:709:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:717:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:729:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.data.lhotse.text_adapters
nemo/collections/common/data/lhotse/text_adapters.py:190:0: C0301: Line too long (136/119) (line-too-long)
nemo/collections/common/data/lhotse/text_adapters.py:327:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/common/data/lhotse/text_adapters.py:485:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/common/data/lhotse/text_adapters.py:488:0: C0301: Line too long (155/119) (line-too-long)
nemo/collections/common/data/lhotse/text_adapters.py:43:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:51:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:57:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:63:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:68:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:93:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:125:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:154:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:219:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:238:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:246:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:309:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:313:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:318:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:323:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:337:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:365:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:369:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:372:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:375:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:407:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:546:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:553:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/text_adapters.py:567:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.prompts.canary
nemo/collections/common/prompts/canary.py:127:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/common/prompts/canary.py:33:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/prompts/canary.py:76:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.prompts.formatter
nemo/collections/common/prompts/formatter.py:277:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/common/prompts/formatter.py:36:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/prompts/formatter.py:38:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/prompts/formatter.py:53:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/prompts/formatter.py:199:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/prompts/formatter.py:208:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/prompts/formatter.py:212:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/prompts/formatter.py:217:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/prompts/formatter.py:244:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/prompts/formatter.py:257:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.prompts.gemma
nemo/collections/common/prompts/gemma.py:29:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/prompts/gemma.py:52:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.prompts.llama
nemo/collections/common/prompts/llama.py:54:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/prompts/llama.py:75:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/prompts/llama.py:95:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.tokenizers.aggregate_tokenizer
nemo/collections/common/tokenizers/aggregate_tokenizer.py:41:0: C0301: Line too long (133/119) (line-too-long)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:26:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:34:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:140:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:155:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:169:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:196:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:228:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:231:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:235:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/tokenizers/aggregate_tokenizer.py:239:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.multimodal.speech_llm.data.audio_text_dataset
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:199:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:212:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:217:0: C0301: Line too long (262/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:221:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:222:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:228:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:233:0: C0301: Line too long (147/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:234:0: C0301: Line too long (174/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:235:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:246:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:438:0: C0301: Line too long (131/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:477:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:544:0: C0301: Line too long (120/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:622:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:623:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:633:0: C0301: Line too long (147/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:634:0: C0301: Line too long (174/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:635:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:646:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:885:0: C0301: Line too long (175/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:931:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:992:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1087:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1133:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:331:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:489:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:505:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:838:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:860:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:949:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1010:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1060:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:46:0: W0611: Unused logging_mode imported from nemo.utils (unused-import)
************* Module nemo.collections.multimodal.speech_llm.data.build_dataset
nemo/collections/multimodal/speech_llm/data/build_dataset.py:51:0: C0301: Line too long (158/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/build_dataset.py:37:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/data/build_dataset.py:17:0: W0611: Unused import omegaconf (unused-import)
************* Module nemo.collections.multimodal.speech_llm.data.lhotse_dataset
nemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:57:0: C0301: Line too long (138/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:58:0: C0301: Line too long (167/119) (line-too-long)
nemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:30:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:189:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:15:0: W0611: Unused Optional imported from typing (unused-import)
nemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:15:0: W0611: Unused Union imported from typing (unused-import)
nemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:23:0: W0611: Unused ceil_to_nearest imported from nemo.collections.multimodal.speech_llm.parts.utils.data_utils (unused-import)
************* Module nemo.collections.multimodal.speech_llm.models.modular_models
nemo/collections/multimodal/speech_llm/models/modular_models.py:424:0: C0301: Line too long (121/119) (line-too-long)
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nemo/collections/multimodal/speech_llm/models/modular_models.py:97:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_models.py:869:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_models.py:893:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_models.py:1072:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_models.py:1636:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.multimodal.speech_llm.models.modular_t5_models
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:152:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:519:0: C0301: Line too long (140/119) (line-too-long)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:551:0: C0301: Line too long (127/119) (line-too-long)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:552:0: C0301: Line too long (168/119) (line-too-long)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:826:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:831:0: C0301: Line too long (135/119) (line-too-long)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:840:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:847:0: C0301: Line too long (140/119) (line-too-long)
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nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:93:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:178:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:274:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:545:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:628:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:649:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:745:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:771:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:815:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:924:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1037:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1218:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1235:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1341:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.multimodal.speech_llm.modules.common.audio_text_generation_utils
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:322:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:328:0: C0301: Line too long (148/119) (line-too-long)
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:553:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:556:0: C0301: Line too long (182/119) (line-too-long)
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:559:0: C0301: Line too long (177/119) (line-too-long)
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:621:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:56:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:205:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:518:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:523:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.multimodal.speech_llm.modules.perception_modules
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:146:0: C0301: Line too long (134/119) (line-too-long)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:275:0: C0301: Line too long (122/119) (line-too-long)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:445:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:96:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:120:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:163:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:318:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:394:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:437:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/modules/perception_modules.py:480:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.multimodal.speech_llm.parts.mixins.adapter_mixin
nemo/collections/multimodal/speech_llm/parts/mixins/adapter_mixin.py:73:0: C0301: Line too long (166/119) (line-too-long)
nemo/collections/multimodal/speech_llm/parts/mixins/adapter_mixin.py:25:0: C0115: Missing class docstring (missing-class-docstring)
************* Module nemo.collections.multimodal.speech_llm.parts.utils.data_utils
nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:54:0: C0301: Line too long (134/119) (line-too-long)
nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:55:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:187:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:188:0: C0301: Line too long (156/119) (line-too-long)
nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:193:0: C0301: Line too long (126/119) (line-too-long)
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nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:196:0: C0301: Line too long (145/119) (line-too-long)
nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:268:0: C0301: Line too long (129/119) (line-too-long)
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nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:392:0: C0301: Line too long (129/119) (line-too-long)
nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:32:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:36:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.models.language_modeling.megatron_base_model
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:103:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:111:0: C0301: Line too long (134/119) (line-too-long)
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nemo/collections/nlp/models/language_modeling/megatron_base_model.py:461:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:466:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:699:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:751:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:929:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:1033:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:1268:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:1299:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:1303:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_base_model.py:1307:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.nlp.models.language_modeling.megatron_gpt_model
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:327:0: C0301: Line too long (149/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:367:0: C0301: Line too long (136/119) (line-too-long)
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nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:179:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:198:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:245:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:283:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:287:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:299:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:307:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:469:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:472:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:703:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:707:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:789:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1106:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1179:12: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1228:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1257:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1450:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1585:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1593:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1602:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1886:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2039:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2046:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2052:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:20:0: W0611: Unused fields imported from dataclasses (unused-import)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:28:0: W0611: Unused _DataFetcherWrapper imported from lightning.pytorch.loops.fetchers (unused-import)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:30:0: W0611: Unused OmegaConf imported from omegaconf (unused-import)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:72:0: W0611: Unused activation_to_func imported from nemo.collections.nlp.parts.utils_funcs (unused-import)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:81:4: W0611: Unused megatron.core imported as core (unused-import)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:82:4: W0611: Unused tensor_parallel imported from megatron.core (unused-import)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:101:4: W0611: Unused init_method_normal imported from megatron.core.utils (unused-import)
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:101:4: W0611: Unused scaled_init_method_normal imported from megatron.core.utils (unused-import)
************* Module nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model
nemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:16:0: C0301: Line too long (151/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:568:0: C0301: Line too long (173/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:569:0: C0301: Line too long (137/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:571:0: C0301: Line too long (183/119) (line-too-long)
nemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:57:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:117:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:34:0: W0611: Unused VirtualPromptStyle imported from nemo.collections.nlp.modules.common (unused-import)
************* Module nemo.collections.nlp.parts.mixins.nlp_adapter_mixins
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:69:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:75:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:86:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:130:0: C0301: Line too long (131/119) (line-too-long)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:432:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:448:0: C0301: Line too long (170/119) (line-too-long)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:455:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:59:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:114:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:388:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:396:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:446:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:458:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:465:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module scripts.speech_recognition.estimate_duration_bins_2d
scripts/speech_recognition/estimate_duration_bins_2d.py:59:0: C0301: Line too long (162/119) (line-too-long)
scripts/speech_recognition/estimate_duration_bins_2d.py:66:0: C0301: Line too long (227/119) (line-too-long)
scripts/speech_recognition/estimate_duration_bins_2d.py:123:0: C0301: Line too long (137/119) (line-too-long)
scripts/speech_recognition/estimate_duration_bins_2d.py:132:0: C0301: Line too long (141/119) (line-too-long)
scripts/speech_recognition/estimate_duration_bins_2d.py:229:0: C0301: Line too long (161/119) (line-too-long)
scripts/speech_recognition/estimate_duration_bins_2d.py:40:0: C0116: Missing function or method docstring (missing-function-docstring)
scripts/speech_recognition/estimate_duration_bins_2d.py:223:0: C0116: Missing function or method docstring (missing-function-docstring)
scripts/speech_recognition/estimate_duration_bins_2d.py:234:0: C0116: Missing function or method docstring (missing-function-docstring)
scripts/speech_recognition/estimate_duration_bins_2d.py:252:0: C0115: Missing class docstring (missing-class-docstring)
scripts/speech_recognition/estimate_duration_bins_2d.py:266:4: C0116: Missing function or method docstring (missing-function-docstring)
scripts/speech_recognition/estimate_duration_bins_2d.py:271:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module scripts.speech_recognition.oomptimizer
scripts/speech_recognition/oomptimizer.py:253:0: C0301: Line too long (125/119) (line-too-long)
scripts/speech_recognition/oomptimizer.py:264:0: C0301: Line too long (121/119) (line-too-long)
scripts/speech_recognition/oomptimizer.py:273:0: C0301: Line too long (178/119) (line-too-long)
scripts/speech_recognition/oomptimizer.py:281:0: C0301: Line too long (135/119) (line-too-long)
scripts/speech_recognition/oomptimizer.py:316:0: C0301: Line too long (126/119) (line-too-long)
scripts/speech_recognition/oomptimizer.py:466:0: C0301: Line too long (183/119) (line-too-long)
scripts/speech_recognition/oomptimizer.py:488:0: C0301: Line too long (185/119) (line-too-long)
scripts/speech_recognition/oomptimizer.py:505:0: C0301: Line too long (139/119) (line-too-long)
scripts/speech_recognition/oomptimizer.py:226:4: C0116: Missing function or method docstring (missing-function-docstring)
scripts/speech_recognition/oomptimizer.py:20:0: W0611: Unused Iterable imported from typing (unused-import)
scripts/speech_recognition/oomptimizer.py:20:0: W0611: Unused Literal imported from typing (unused-import)

-----------------------------------
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```

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