renwei2024/nemo-github-issues huggingface dataset:
Docs: add "Nemo Fundamentals" page
State: closed | Pull request: yes
Labels: name: cherry-pick

# What does this PR do ?

Adding a "NeMo Fundamentals" page near the top of the developer docs. 

**Collection**: Docs

# Changelog 
- new file: `docs/source/starthere/fundamentals.rst`

# Usage
N/A

# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
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# 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)
- [N/A] Did you write any new necessary tests?
- [N/A] Did you add or update any necessary documentation?
- [N/A] 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

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## Who can review?

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# Additional Information
* Related to # (issue)
[NeMo-UX] make progress bar easier to parse
State: closed | Pull request: yes
Labels: name: cherry-pick

name: Run CICD

# What does this PR do ?
This is a minor update to the NeMo 2.0 progress bar that make the metrics slightly easier to parse. Rather than the progress being logged like this:
```
Epoch 0: :   0%|          | 0/80 [00:00<?]
Epoch 0: :   1%|▏         | 1/80 [00:00<00:45]
Epoch 0: :   1%|▏         | 1/80 [00:00<00:45, global_step=0.000, reduced_train_loss=11.00, train_step_timing in s=0.543]
Epoch 0: :   2%|▎         | 2/80 [00:00<00:30, global_step=0.000, reduced_train_loss=11.00, train_step_timing in s=0.543]
Epoch 0: :   2%|▎         | 2/80 [00:00<00:30, global_step=1.000, reduced_train_loss=10.10, train_step_timing in s=0.166]
Epoch 0: :   4%|▍         | 3/80 [00:00<00:24, global_step=1.000, reduced_train_loss=10.10, train_step_timing in s=0.166]
Epoch 0: :   4%|▍         | 3/80 [00:00<00:24, global_step=2.000, reduced_train_loss=9.840, train_step_timing in s=0.167]
```
The progress now look like this:
```
Epoch 0:  1/80, global_step=0.000, reduced_train_loss=11.00, train_step_timing in s=0.510
Epoch 0:  2/80, global_step=0.000, reduced_train_loss=11.00, train_step_timing in s=0.510
Epoch 0:  2/80, global_step=1.000, reduced_train_loss=10.10, train_step_timing in s=0.166
Epoch 0:  3/80, global_step=1.000, reduced_train_loss=10.10, train_step_timing in s=0.166
Epoch 0:  3/80, global_step=2.000, reduced_train_loss=9.840, train_step_timing in s=0.166
```
This is a temporary update while we work on a more permanent solution. 

**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 
```

# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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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[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)
By default trust remote code from HF Datasets
State: closed | Pull request: yes
Labels: name: cherry-pick

name: ASR

# What does this PR do ?

Adds trust_remote_code=True, as jupyer notebooks doesn;t accept argument during authentication 


# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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)
By default trust remote code from HF Datasets
State: closed | Pull request: yes
Labels: name: ASR

# What does this PR do ?

Adds trust_remote_code=True, as jupyer notebooks doesn;t accept argument during authentication 


# GitHub Actions CI

The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.

The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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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# Additional Information
* Related to # (issue)
Restore previous strict check
State: closed | Pull request: yes

# What does this PR do ?

Restore previous strict check to fix neva loading.
This is an alternative to https://github.com/NVIDIA/NeMo/pull/9854 which keeps new functionalities.

The proper fix should be in MCore, but it's too late to implement it for v0.8.

**Collection**: NLP

# 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 
```

# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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?

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)
add rampup bs documentation
State: closed | Pull request: yes
Labels: name: NLP

name: Run CICD

# What does this PR do ?

Adds documentation page for rampup bs feature.

**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 
```

# GitHub Actions CI

The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.

The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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?

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)
[NeMo-UX] Model convergence matching
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 
```

# GitHub Actions CI

The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.

The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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)


Closing for now and a more comprehensive PR will be opened to main soon
Preemption callback fix
State: closed | Pull request: yes

# What does this PR do ?

Preemption callback `nemo/utils/callbacks/preemption.py` terminates a training process with `sys.exit`.
Hence other PTL callbacks/hooks, that are normally executed at the end of a training, are not run.

In particular async checkpointing finalisation `AsyncFinalizerCallback` might be not completed. 

This PR replaces manual checkpoint saving and `sys.exit` with `trainer.should_stop=True` for a graceful shutdown.
(same mechanism is implemented in a new preemption callback `nemo/lightning/pytorch/callbacks/preemption.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 
```

# GitHub Actions CI

The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.

The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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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[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)
[Audio] Schroedinger bridge model for audio processing
State: closed | Pull request: yes
Labels: name: TTS

name: common

name: Run CICD

name: audio

# What does this PR do ?

This PR adds an audio processing model based on Schroedinger bridge.

**Collection**: audio

# Changelog 
Main changes
- Added SB-based audio processing model in `audio/models/enhancement.py`
- Added relevant submodules in `audio/parts/submodules/schroedinger_bridge.py`
- Added config in `examples/audio/conf` and updated `process_audio.py`

# Usage

Model can be trained using
```shell
python examples/audio/audio_to_audio_train.py --config-name schroedinger_bridge
```

Model can be evaluated using
```shell
python examples/audio/audio_to_audio_eval.py \
    model_path=${PATH_TO_NEMO_FILE} \
    dataset_manifest=${PATH_TO_DATASET_MANIFEST} \
    output_dir=${PATH_TO_OUTPUT_DIR} \
    input_key=noisy_filepath \
    target_key=clean_filepath \
    metrics=[sdr,estoi]
```

Sampler setting can be easily overridden, e.g., to change the number of sampling steps or the type of the sampling process as
```shell
python examples/audio/audio_to_audio_eval.py ... ++sampler.num_steps=${NUM_STEPS} ++sampler.process={sde or ode}
```

# GitHub Actions CI

The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.

The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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)
- [x] 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?

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)
[TTS][ja-JP] g2p and tokenizer.
State: closed | Pull request: yes
Labels: name: TTS

name: common

name: Run CICD

previously, https://github.com/NVIDIA/NeMo/pull/9538 was merged, but https://github.com/NVIDIA/NeMo/pull/9874 recently reverted it from main due to the blocks of building container. Diving into root causes, realized that it was mostly because of adding cutlet in `requirements/requirements_tts.txt` that blocks the container build. When fixing it, I also found the unit test did not capture the case when `janome`  word segmenter is applied (this should be used by default). 

Submit this PR again after fixing CICD failed tasks and bugfixes of unit tests.

* adding japanese text preprocessing
* japanese phoneme tokenizer
* japanese tests
* japanese g2p model
* japanese word to ipa dictionary
* add requirements



---------

# 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 
```

# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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?

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)


add @BuyuanCui for vis.
[NeMo-UX] make progress bar easier to parse
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?
This is a minor update to the NeMo 2.0 progress bar that make the metrics slightly easier to parse. Rather than the progress being logged like this:
```
Epoch 0: :   0%|          | 0/80 [00:00<?]
Epoch 0: :   1%|▏         | 1/80 [00:00<00:45]
Epoch 0: :   1%|▏         | 1/80 [00:00<00:45, global_step=0.000, reduced_train_loss=11.00, train_step_timing in s=0.543]
Epoch 0: :   2%|▎         | 2/80 [00:00<00:30, global_step=0.000, reduced_train_loss=11.00, train_step_timing in s=0.543]
Epoch 0: :   2%|▎         | 2/80 [00:00<00:30, global_step=1.000, reduced_train_loss=10.10, train_step_timing in s=0.166]
Epoch 0: :   4%|▍         | 3/80 [00:00<00:24, global_step=1.000, reduced_train_loss=10.10, train_step_timing in s=0.166]
Epoch 0: :   4%|▍         | 3/80 [00:00<00:24, global_step=2.000, reduced_train_loss=9.840, train_step_timing in s=0.167]
```
The progress now look like this:
```
Epoch 0:  1/80, global_step=0.000, reduced_train_loss=11.00, train_step_timing in s=0.510
Epoch 0:  2/80, global_step=0.000, reduced_train_loss=11.00, train_step_timing in s=0.510
Epoch 0:  2/80, global_step=1.000, reduced_train_loss=10.10, train_step_timing in s=0.166
Epoch 0:  3/80, global_step=1.000, reduced_train_loss=10.10, train_step_timing in s=0.166
Epoch 0:  3/80, global_step=2.000, reduced_train_loss=9.840, train_step_timing in s=0.166
```
This is a temporary update while we work on a more permanent solution. 

**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 
```

# GitHub Actions CI

The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.

The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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?

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)
Revert "Jpg2p jun18 (#9538)"
State: closed | Pull request: yes
Labels: name: TTS

name: common

name: Run CICD

This reverts commit 53d7a917f7d5fb6f0b01b28170312a5086311384.

# 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 
```

# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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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[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)
Update to vLLM 0.5.3.post1, LLAMA3.1 support
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?

Updates the vLLM integration to work with the latest version at this time, fixes the HF->NeMo conversion script to handle the LLAMA3.1-8B checkpoint.

**Collection**: NLP


Please update the base branch to `main`.

> Please update the base branch to `main`.

Done.
[NeMo-UX] Rename sdk references to NeMo Run
State: closed | Pull request: yes
Labels: name: Run CICD

# 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 
```

# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
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# 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

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## Who can review?

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# Additional Information
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R2.0.0rc1 clip fix
State: closed | Pull request: yes
Labels: name: Multi Modal

name: Run CICD

# What does this PR do ?

The original pr: https://github.com/NVIDIA/NeMo/pull/9842
Cherry picked the commits.

**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

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# Add a code snippet demonstrating how to use this 
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# Before your PR is "Ready for review"
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# Additional Information
* Related to # (issue)


@yaoyu-33
Disable nvFuser setup with PyTorch 23.11 and later
State: closed | Pull request: yes
Labels: name: cherry-pick

name: NLP

name: Run CICD

# What does this PR do ?

Add a one line overview of what this PR aims to accomplish.

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# 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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# Before your PR is "Ready for review"
**Pre checks**:
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## Who can review?

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# Additional Information
* Related to # (issue)


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.
Update the test checking for cooperative kernels in conditional nodes.
State: closed | Pull request: yes
Labels: name: core

name: stale

name: ASR

name: Run CICD

Now we conditionally xfail only when a cuda driver version less than 12.6 is installed. CUDA 12.6 fixes this issue. Before it, cooperative kernels could not be used within the body of a conditional node.

We also provide a better error message for users to know that the fix is to upgrade to CUDA 12.6.

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.
[NeMo-UX] Fix some serialization bugs
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?
- Automatically adds IO functionality to trainer's callbacks and loggers
- Automatically adds IO functionality to any custom classes when loading context
- Makes `enable_nemo_ckpt_io` compatible with async checkpointing

**Collection**: llm

# 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 
```

# GitHub Actions CI

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# 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?
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
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## Who can review?

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# Additional Information
* Related to # (issue)
[NeMo-UX] Fix a minor bug with async checkpointing
State: closed | Pull request: yes
Labels: name: cherry-pick

name: Run CICD

Because `self._last_global_step_saved` is being set within the finalize fn, it is only updated when a checkpoint is finalized. This causes an erroneous mismatch between `self._last_global_step_saved` and `trainer.global_step`, so [this PTL check](https://github.com/Lightning-AI/pytorch-lightning/blob/abcac663232f5a0fd47442a0c782e81fccbf0174/src/lightning/pytorch/callbacks/model_checkpoint.py#L420) returns `False` when it should return `True`. This causes some checkpoints to get saved twice, once `on_train_batch_end` and once `on_validation_end`. This fixes the problem by updating `self._last_global_step_saved` outside of the finalize function. 

# 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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# Additional Information
* Related to # (issue)
deprecate NeMo NLP tutorial
State: closed | Pull request: yes
Labels: name: cherry-pick

name: stale

name: NLP

name: Run CICD

# What does this PR do ?

Deprecates NeMo NLP tutorial.

**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 
```

# GitHub Actions CI

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# 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?
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# Additional Information
* Related to # (issue)


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.
Change decord to guard import
State: closed | Pull request: yes
Labels: name: Multi Modal

name: Run CICD

# What does this PR do ?

Change decord to guard import

**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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# GitHub Actions CI

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# 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?
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## 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)
deprecate NeMo NLP tutorial
State: closed | Pull request: yes
Labels: name: NLP

name: Run CICD

# What does this PR do ?

Deprecates NeMo NLP tutorial.

**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 
```

# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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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[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)
Fix RNNT alignments test 
State: closed | Pull request: yes
Labels: name: cherry-pick

name: ASR

name: CI

name: Run CICD

* Make alignments tests work on any machine

Cherry-pick from #9770 

---------

# 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 
```

# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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)
- [x] 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
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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)
[NeMo-UX] Use single instance of loss reductions in GPTModel
State: closed | Pull request: yes
Labels: name: cherry-pick

name: Run CICD

# What does this PR do ?

Uses a singleton for `training_loss_reduction` and `validation_loss_reduction` in `GPTModel`.

**Collection**: llm

# 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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# GitHub Actions CI

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To re-run CI remove and add the label again.
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# 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
* Related to # (issue)
Add precision arg in mixtral converter comment 
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?

Update mixtral hf to nemo conveter comments via adding `--precision` arg


**Collection**: [NeMo/scripts/checkpoint_convters/convert_mixtral_hf_to_nemo.py]

# Changelog 

````
   Example to run this conversion script:
     python3 convert_mixtral_hf_to_nemo.py \
      --input_name_or_path <path_to_mixtral_checkpoints_folder> \
-     --output_path <path_to_output_nemo_file> 
+     --output_path <path_to_output_nemo_file> \
+    --precision=bf16
````

# Usage

```python
    python3 convert_mixtral_hf_to_nemo.py \
     --input_name_or_path <path_to_mixtral_checkpoints_folder> \
     --output_path <path_to_output_nemo_file> \
     --precision=bf16
```

# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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)
- [x] Did you write any new necessary tests?
- [x] Did you add or update any necessary documentation?
- [x] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [x] 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?

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.
@akoumpa @ericharper 

# Additional Information
* Related to # (issue)
Fix hf hub for 0.24+
State: closed | Pull request: yes
Labels: name: core

name: cherry-pick

name: Run CICD

# What does this PR do ?

Fix the deprecation of ModelFilter

**Collection**: [Core]

# Changelog 
- Add specific line by line info of high level changes in this PR.



# GitHub Actions CI

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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".

# 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