renwei2024/nemo-github-issues huggingface dataset:
peft eval with ckpt
State: closed | Pull request: yes
Labels: name: NLP

name: CI

# What does this PR do ?

PEFT inference using .ckpt files



# 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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jenkins

jenkins
Fix AccessMixin
State: closed | Pull request: yes
Labels: name: core

name: ASR

# What does this PR do ?

Fix AccessMixin by using the `model_guid` inside `ModelPT`, such that different models don't overwrite each other's access config when calling `AccesssMixin.set_access_cfg()`, `AccesssMixin.update_access_cfg()` and etc.


**Collection**: [asr,core]

**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation

# Additional Information
* Related to #8494


jenkins

jenkins

jenkins

jenkins

jenkins

@ericharper could you please take a look at this PR?
rST Fixes for Developer Docs
State: closed | Pull request: yes
Labels: name: TTS

name: NLP

# What does this PR do ?

Add a one line overview of what this PR aims to accomplish.

rST fixes to help resolve erros and warnings when pulling from the submodule in NeMo Framework repo_docs repo.

**Collection**: [Note which collection this PR will affect]

# Changelog 
- Corrected multiple rST issues across the docs folder inorder to fix build issues.

# Usage
* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
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Fix failing lhotse tests due to randomness
State: closed | Pull request: yes
Labels: name: common

# What does this PR do ?

Fix failing lhotse tests due to randomness

**Collection**: ASR

# Changelog 
- Fix failing lhotse tests due to randomness

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```python
# Add a code snippet demonstrating how to use this 
```

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jenkins
Update data prep notebook
State: closed | Pull request: yes
Labels: name: cherry-pick

# What does this PR do ?

Fix multimodal data prep tutorial

**Collection**: [Note which collection this PR will affect]

# Changelog 
- Add specific line by line info of high level changes in this PR.

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* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
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Update data prep notebook
State: closed | Pull request: yes

# What does this PR do ?

Fix multimodal data prep tutorial

**Collection**: [Note which collection this PR will affect]

# Changelog 
- Add specific line by line info of high level changes in this PR.

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* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
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jenkins
Cuda graphs + loop labels RNN-T and TDT greedy decoding
State: closed | Pull request: yes
Labels: name: core

name: ASR

# 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 "CUDA graphs" implementation to label looping algorithm for greedy decoding (RNN-T and TDT)

# Usage

```shell
python examples/asr/speech_to_text_eval.py \
  pretrained_name=stt_en_fastconformer_transducer_large \
  dataset_manifest=test_other.json \
  batch_size=16 \
  output_filename=test_other_decoded.jsonl \
  amp=true \
  amp_dtype=bfloat16 \
  rnnt_decoding.greedy.loop_labels=true \
  rnnt_decoding.greedy.use_cuda_graph_decoder=true
```

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jenkins
SC2 Conversion scripts
State: closed | Pull request: yes
Labels: name: NLP

# What does this PR do ?

Add SC2 conversion script between .nemo and HF format in both ways.
Add model config for SC2 with comments for all 3 variant.



**PR Type**:
- [x] New Feature
- [ ] Bugfix
- [ ] Documentation

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This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.

jenkins
Option to control matmul precision in transcribe speech
State: closed | Pull request: yes
Labels: name: ASR

# What does this PR do ?

We're adding an option to control matmul precision in transcribe speech and chunked infer scripts.
By setting it to `medium` or `high` we achieve **about 2x speedup** in transcription with Canary, without impact on WER (to be confirmed on larger scale tests). Possibly other models can benefit from that setting as well, esp. if they were trained with bfloat16.

**Collection**: ASR

# Changelog 
- Option to control matmul precision in transcribe speech

# Usage

```bash
python NeMo/examples/asr/transcribe_speech.py \
  dataset_manifest=input.json \
  output_filename=output.json \
  batch_size=32 \
  pretrained_name=nvidia/canary-1b \
  gt_text_attr_name=answer \
  matmul_precision=medium
```

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jenkins
Add Kaiming uniform init for LoRA adapters
State: closed | Pull request: yes
Labels: name: NLP

# What does this PR do ?

Add Kaiming uniform initialization for LoRA adapters

**Collection**: nlp

# Changelog 
- Add specific line by line info of high level changes in this PR.

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* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
```

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jenkins

jenkins

jenkins

jenkins

jenkins

jenkins
Formatting changes for new docs system
State: closed | Pull request: yes
Labels: name: ASR

# What does this PR do ?

Formatting changes for new docs system

**Collection**: ASR

# Changelog 
- Making changes to the .rst files and the python docstrings to make the repository compatible with the `repo_docs` documentation build system

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Sign your commit for passing DCO check
Revert FP8 integration
State: closed | Pull request: yes
Labels: name: cherry-pick

name: NLP

# What does this PR do ?

Revert FP8 integration for compatibility with third party ckpts

**Collection**: [Note which collection this PR will affect]

# Changelog 
- Add specific line by line info of high level changes in this PR.

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* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
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Add dep notice for notebooks
State: closed | Pull request: yes
Labels: name: cherry-pick

name: ASR

name: NLP

# What does this PR do ?

Add a one line overview of what this PR aims to accomplish.

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- Add specific line by line info of high level changes in this PR.

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# Add a code snippet demonstrating how to use this 
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Add dep notice for notebooks
State: closed | Pull request: yes
Labels: name: ASR

name: NLP

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Add a one line overview of what this PR aims to accomplish.

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# Add a code snippet demonstrating how to use this 
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Revert FP8 integration
State: closed | Pull request: yes
Labels: name: NLP

# What does this PR do ?

Revert FP8 integration for compatibility with third party ckpts

**Collection**: [Note which collection this PR will affect]

# Changelog 
- Add specific line by line info of high level changes in this PR.

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# Add a code snippet demonstrating how to use this 
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jenkins

jenkins

jenkins
Fix Ptuning O2
State: closed | Pull request: yes
Labels: name: NLP

# What does this PR do ?

Fix a bug where ptuning training with O2 would not save buffers like `inference_table` to the checkpoint, which leads to errors during model evaluation.

**Collection**: NLP

# Changelog 
- Add specific line by line info of high level changes in this PR.

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```python
# Add a code snippet demonstrating how to use this 
```

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jenkins

more proper fix is included in #8000 so closing this
Fix link in multimodal dataprep tutorial
State: closed | Pull request: yes
Labels: name: cherry-pick

# What does this PR do ?

Fix link in multimodal dataprep tutoria

**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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Fix link in multimodal dataprep tutorial
State: closed | Pull request: yes

# What does this PR do ?

Fix link in multimodal dataprep tutoria

**Collection**: [Note which collection this PR will affect]

# Changelog 
- Add specific line by line info of high level changes in this PR.

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```python
# Add a code snippet demonstrating how to use this 
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Update NeMo Multimodal Requirements
State: closed | Pull request: yes
Labels: name: cherry-pick

# 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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- [ ] Documentation

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Update NeMo Multimodal Requirements
State: closed | Pull request: yes

# 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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# Additional Information
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Fix link in multimodal dataprep tutorial
State: closed | Pull request: yes

# What does this PR do ?

Fix link in multimodal dataprep tutorial

**Collection**: Multimodal

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation

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## Who can review?

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# Additional Information
* Related to # (issue)
fix FIM RNG issue
State: closed | Pull request: yes
Labels: name: NLP

name: CI

# What does this PR do ?

This PR fixed the issue relating to FIM training. This old implementation re-initialize the rng every time invoking get_text, which will breaks the effective prob for FIM rate.

  
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation

If you haven't finished some of the above items you can still open "Draft" PR.




jenkins

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mllm build fixes for repo_docs
State: closed | Pull request: yes

# What does this PR do ?

Correcting RST in the mllm section to correct build issues with the NeMo Framework User Guide content.

**Collection**: [Note which collection this PR will affect]

# Changelog 
RST code updates are made in the following RST files.

- checkpoint.rst
- configs.rst
- intro.rst
- neva.rst

# Usage
* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
```

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [ ] New Feature
- [X ] 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. 
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.

# Additional Information
* Related to # (issue)
Force valid samples to 1 only if limit_val_batches is float
State: closed | Pull request: yes
Labels: name: stale

name: NLP

name: CI

# What does this PR do ?

1. Revert having num eval samples as 1 only for float `limit_val_batches` value until the issue of num of eval samples becoming 0 with CI datasets is figured.

2. Also, add import guards for megatron related imports in `gpt_full_te_layer_autocast_spec.py`



**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 
```

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] 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?

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# Additional Information
* Related to # (issue)


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This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.

This PR was closed because it has been inactive for 7 days since being marked as stale.
Tutorial on Lhotse Dataloading for ASR fine-tuning
State: closed | Pull request: yes
Labels: name: stale

name: ASR

# What does this PR do ?

Tutorial on Lhotse Dataloading for ASR fine-tuning

**Collection**: [Note which collection this PR will affect]

# Changelog 
- Tutorial on Lhotse Dataloading for ASR fine-tuning

# Usage
* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
```

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [x] Documentation

If you haven't finished some of the above items you can still open "Draft" PR.


## Who can review?

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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.

# Additional Information
* Related to # (issue)


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jenkins

This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.

This PR was closed because it has been inactive for 7 days since being marked as stale.
Move AST and TTS import tests to github actions from Jenkinsfile
State: closed | Pull request: yes
Labels: name: CI

# What does this PR do ?

PR: [8328](https://github.com/NVIDIA/NeMo/pull/8328) moved ASR and TTS import tests to Jenkinsfile from github actions. This commit reverts that. 

**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 
```

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] 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?

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# Additional Information
* Related to # (issue)
Fix `scripts/speech_recognition/estimate_duration_bins.py` from multiple paths
State: closed | Pull request: yes

# What does this PR do ?

Fix `scripts/speech_recognition/estimate_duration_bins.py` from multiple paths

**Collection**: ASR

# Changelog 
- Fix `scripts/speech_recognition/estimate_duration_bins.py` from multiple paths

# Usage
* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
```

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation

If you haven't finished some of the above items you can still open "Draft" PR.


## Who can review?

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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.

# Additional Information
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jenkins
Speaker_Diarization_Inference.
State: closed | Pull request: no
Labels: name: bug

name: stale

from nemo.collections.asr.parts.speaker_utils import rttm_to_labels, labels_to_pyannote_object
IN Speaker_Diarization_Inference.ipynb is not running .
and thus the entire thing is not running 
------------------------------------------------------------
error:

---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
[<ipython-input-14-0dca4be09a8a>](https://localhost:8080/#) in <cell line: 1>()
----> 1 from nemo.collections.asr.parts.speaker_utils import rttm_to_labels, labels_to_pyannote_object

17 frames
[/usr/local/lib/python3.10/dist-packages/pytorch_lightning/utilities/apply_func.py](https://localhost:8080/#) in <module>
     27 if _TORCHTEXT_AVAILABLE:
     28     if _compare_version("torchtext", operator.ge, "0.9.0"):
---> 29         from torchtext.legacy.data import Batch
     30     else:
     31         from torchtext.data import Batch

ModuleNotFoundError: No module named 'torchtext.legacy'
----------------------------------------------------------------------------------------------------------------------
all the suggestions and other things are not working 

This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.

This issue was closed because it has been inactive for 7 days since being marked as stale.
Error:  convert clip model to nemo! 
State: closed | Pull request: no
Labels: name: stale

from nemo.collections.multimodal.models.vision_language_foundation.clip.megatron_clip_models import MegatronCLIPModel
ModuleNotFoundError: No module named 'nemo.collections.multimodal.models'

I checked convert_external_clip_to_nemo.py is having correct path to megatron_clip_models.py

This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.

This issue was closed because it has been inactive for 7 days since being marked as stale.
pin to 0.5.0
State: closed | Pull request: yes
Labels: name: cherry-pick

# 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 
```

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] 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?

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# Additional Information
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jenkins
Add fp8 support for SD/Update notebook paths
State: closed | Pull request: yes
Labels: name: cherry-pick

name: NLP

# What does this PR do ?

Add FP8 support for SD training.

**Collection**: [multimodal/text_to_image/statble_diffusion]

# Changelog 
- Add config argument - use_te_fp8 to switch between fp16 and fp8 training
- Add transformer engine fp8 layers to Stable diffusion Unet
- Update a few legacy paths in notebook tutorial

# Usage

```yaml
unet_config:
    use_te_fp8=True
```

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [x ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [x ] New Feature
- [ ] Bugfix
- [ ] Documentation

If you haven't finished some of the above items you can still open "Draft" PR.


## Who can review?

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# Additional Information
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Fix canary transcribe
State: closed | Pull request: yes
Labels: name: ASR

# What does this PR do ?

Fix `transcribe_speech.py` to use `audio_dir` as input instead of just `dataset_manifest`, also fix logging message. Tested on my local machine

**Collection**: [asr]


**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation



jenkins
Fix progress bar to update the total steps with trainer.max_steps
State: closed | Pull request: yes
Labels: name: NLP

# What does this PR do ?

[PR 8426](https://github.com/NVIDIA/NeMo/pull/8426) returns the `len(dataloader)` in terms of total num of micro batches. This PR fixes the `CustomProgressBar` for nlp models to accommodate this change and display the correct `current_step/total_steps` in the bar.

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 
```

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] 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?

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# Additional Information
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Call proper method to replace double underscores with single underscores
State: closed | Pull request: yes

# What does this PR do ?
The code snippet calling `repalce` instead of `replace` which could raise an `AttributeError`. Updated the code with proper function name

PR for 
https://github.com/NVIDIA/NeMo/issues/8488

**Collection**: automatic speech recognition(ASR)

# Changelog 
- Use proper method to replace double under scores with single underscore during data preperation

# Usage
* N/A for this PR

# Jenkins CI
To run Jenkins, a NeMo User with write access must comment `jenkins` on the PR.

# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation

## Who can review?
@titu1994, @redoctopus, @jbalam-nv, @okuchaiev

Can you please review and approve as soon as possible, the branch becomes out of sync every 2 hours and the whole workflow checks run again when I sync the branch to the main.

@titu1994, @redoctopus, @jbalam-nv, @okuchaiev

Just a note, it's fine to not sync with main branch until it says there are merge conflicts.