renwei2024/nemo-github-issues huggingface dataset:
Add support for Cosmos Tokenizers
State: closed | Pull request: yes
Labels: name: common

name: Run CICD

# What does this PR do ?

Add a one line overview of what this PR aims to accomplish.

**Collection**: This creates a new collection under common/video_tokenizers. Specifically, this collection creates a NeMo PyTorch lightning model for the Cosmos Tokenizers.

# Changelog 
- Add a PyTorch lightning model for the Cosmos Tokenizers
- Add an example for multi-modal autoregressive image generation with Cosmos Tokenizer
- Add an example for preparing a megatron-energon dataset with Cosmos Tokenizer

# Usage
* We provide README's under the following directories
    * `nemo/collections/common/video_tokenizers`
    * `nemo/collections/diffusion/data`
    * `nemo/collections/multimodal_autoregressive/data`

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# Additional Information
* Related to # (issue)
Fix canary adapters tutorial r2 0 0
State: closed | Pull request: yes
Labels: 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 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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- [ ] Bugfix
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# Additional Information
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add ipython import guard
State: closed | Pull request: yes
Labels: name: ASR

name: Speaker Tasks

name: Run CICD

name: r2.0.0

# What does this PR do ?

Adds import guard for ipython in vad_utils.py

**Collection**: ASR

# GitHub Actions CI

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- [ ] 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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# Additional Information
* Related to # (issue)
Delete file for demo purposes [NOT FOR MERGING]
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

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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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**Pre checks**:
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- [ ] 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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# Additional Information
* Related to # (issue)
Run formatting only if files changed. Echo message if pylint fails.
State: closed | Pull request: yes
Labels: name: CI


# What does this PR do ?

- fixes the issue when code actions are executed when files are deleted
- explicitly explain to developer how to fix pylint errors

**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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**Pre checks**:
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [x] New Feature
- [x] Bugfix
- [ ] Documentation

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## Who can review?

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# Additional Information
* Related to # (issue)


Hey @artbataev , could you point me to an example that motivated this PR?

> Hey @artbataev , could you point me to an example that motivated this PR?

@ko3n1g, I added the following changes:
- run actions only if there are changed files. This is an extremely rare case, but we should handle this (if someone deleted `*.py` file - the action will fail). I can demonstrate this easily. Demo: https://github.com/NVIDIA/NeMo/actions/runs/11709698596/job/32614299397?pr=11190 in https://github.com/NVIDIA/NeMo/pull/11190
- I added an explicit message to the developer about what to do if `pylint` fails. I already got a personal message about it in Slack. 
- `git diff` can fail if the PR target is different from the main, e.g., the release branch. But this will only be the case after some release branch is cut from the current main. Using `${{ steps.changed-files.outputs.all_changed_files }}` is safe and maintainable (and contains only changed *.py files).
Fix finetuning datamodule resume
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?

Save and load `consumed_samples` for proper resume of finetuning data module

**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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**Pre checks**:
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- [ ] 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**:
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- [ ] Bugfix
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# Additional Information
* Related to # (issue)


<!-- pylint-output-strict-mode-false -->

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

---

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

```
************* Module hf
examples/llm/sft/hf.py:70:0: C0301: Line too long (162/119) (line-too-long)
examples/llm/sft/hf.py:24:0: C0115: Missing class docstring (missing-class-docstring)
examples/llm/sft/hf.py:37:0: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 9.77/10
```

---

Thank you for improving NeMo's documentation!

[🤖]: Hi @cuichenx 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11749573280) for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g
port tutorial changes from main to r2.0.0
State: closed | Pull request: yes
Labels: name: ASR

# What does this PR do ?

Ports #11184 to r2.0.0 branch

**Collection**: ASR

# 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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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?
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
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- [ ] Documentation

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# Additional Information
* Related to # (issue)
Add Alpaca Finetune Datamodule
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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**Pre checks**:
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# Additional Information
* Related to # (issue)


[🤖]: Hi @suiyoubi 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11707983178) for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g
Fixes for Canary adapters tutorial
State: closed | Pull request: yes
Labels: name: ASR

name: Run CICD

name: r2.0.0

# What does this PR do ?

Update prompt format fn usage in Multi-task ASR adapter tutorial

**Collection**: ASR

# Changelog 
- Update prompt format fn usage in Multi-task ASR adapter tutorial

# 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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# Additional Information
* Related to # (issue)


I don't know why the diff is so big - I did the following:
* removed the `inference` argument in prompt format fn / data module 
* updated the custom dataset class to return a dataclass as minibatch, same as the default prompted dataset 
* re-ran the whole notebook.

[🤖]: Hi @pzelasko 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11704844726) for this PR just finished successfully

So it might be time to merge this PR or get some approvals

I'm just a bot so I'll leave it you what to do next.

//cc @pablo-garay @ko3n1g
ci: Build, test, publish a wheel
State: closed | Pull request: yes
Labels: name: CI

# What does this PR do ?

* Builds the wheel
* Tests that it’s installable in a NGC container 
* Pushes it to PyPi test
* 
**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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To re-run CI remove and add the label again.
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**Pre checks**:
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- [ ] 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
* Related to # (issue)
Would it be possible to use pyctcdecode with ASR cache-aware streaming?
State: closed | Pull request: no
Labels: name: stale

Hello, 

I am interested if it would be possible to use the pyctcdecoder with hybrid CTC cache-aware streaming, and what would be the difficulties to implement it? I have seen that pyctcdecode support streaming with a stateful LM, but I am not sure how this would be affected in the case of cache-aware streaming.

Could you help me with some insights and direct me towards some resources in order to implement a feature like this?

Any insights are greatly appreciated! 

Best regards,
Gabi

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.
ci: Add release workflow
State: closed | Pull request: yes
Labels: name: CI

# What does this PR do ?

Bump PR: https://github.com/NVIDIA/NeMo/pull/11181

**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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# Additional Information
* Related to # (issue)
Updated Diffusion Collection README
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?

Updates diffusion collection README with new features.

**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

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## Who can review?

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# Additional Information
* Related to # (issue)
tutorials/tts/Inference_ModelSelect.ipynb is throwing error when installing dependancies
State: closed | Pull request: no
Labels: name: bug

name: stale

**Describe the bug**

First cell is throwing error when executed in Colab or any Jupyter Notebook

**Steps/Code to reproduce bug**

Execute cell

A  helpful guide on on how to craft a minimal bug report  http://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports. 

**Expected behavior**

Install all dependancies without any errors

**Environment overview (please complete the following information)**

 - Environment location: Collab, Paperspace Notebooks, tried on both

**Additional context**

[Image](https://github.com/user-attachments/assets/dfb6837f-3fc8-41f9-a4aa-8cc461cdbcd5)



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.

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adding canary docs
State: closed | Pull request: yes
Labels: name: stale

name: ASR

# What does this PR do ?

Add a one line overview of what this PR aims to accomplish.

**Collection**: [ASR]

# Changelog 
- Adding docs for canary


# GitHub Actions CI

The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.

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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
- [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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# 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.

@krishnacpuvvada  please address and merge

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.
Cherry pick `Change activation parsing in TRTLLM (11173)` into `r2.0.0`
State: closed | Pull request: yes
Labels: name: cherry-pick

name: Run CICD

[🤖]: Hi @meatybobby 👋,<br><br>we've cherry picked #11173 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\!
Bump `Dockerfile.ci` (2024-11-06)
State: closed | Pull request: yes
Labels: name: Run CICD

🚀 PR to Bump `Dockerfile.ci`.  

📝 Please remember the following to-do's before merge: 
- [ ] Verify the presubmit CI  

🙏 Please merge this PR only if the CI workflow completed successfully.

[🤖]: Hi @ko3n1g 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11694787418) for this PR just finished successfully

So it might be time to merge this PR or get some approvals

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Change activation parsing in TRTLLM
State: closed | Pull request: yes
Labels: name: Run CICD

name: r2.0.0

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[🤖]: Hi @meatybobby 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11695414136) for this PR just finished successfully

So it might be time to merge this PR or get some approvals

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//cc @pablo-garay @ko3n1g
Add global state cleanup function
State: closed | Pull request: yes
Labels: name: stale

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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.
Cherry pick `Added deprecation notice (11133)` into `r2.0.0`
State: closed | Pull request: yes
Labels: name: cherry-pick

name: ASR

name: Run CICD

[🤖]: Hi @Ssofja 👋,<br><br>we've cherry picked #11133 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\!
Update Multi_Task_Adapters.ipynb (#10600)
State: closed | Pull request: yes
Labels: name: ASR

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How to finetune the NEST model with CTC Loss for ASR task?
State: closed | Pull request: no
Labels: name: stale

We have trained SSL model based on the NEST, how to finetune the previous model based on the CTC Loss function?
The pretraining scripts  are as follows: [NEST](https://github.com/NVIDIA/NeMo/blob/main/examples/asr/speech_pretraining/masked_token_pred_pretrain.py)

Have you checked paragraph "Fine-tuning with pre-trained encoder" of https://github.com/NVIDIA/NeMo/blob/stable/tutorials/asr/Self_Supervised_Pre_Training.ipynb ? 

Thanks for your kind reply, and i will review the above link.

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.

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Update for compatibility with MCore Hyena config changes
State: closed | Pull request: yes

# What does this PR do ?

Update for compatibility with MCore Hyena config changes.
See: https://gitlab-master.nvidia.com/ataghibakhsh/megatron-lm/-/merge_requests/2

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How to export fastconformer based asr model to support torchscript model?
State: closed | Pull request: no
Labels: name: stale

We looked up the code in nemo (in example/asr/ folder), and we can't find any codes to export the asr model (based on fastconformer) to support thr pytorch torchscript format. 
Please give us some suggestions to solve the above problems.

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.

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ci: Move copyright check
State: closed | Pull request: yes
Labels: name: CI

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Bump `Dockerfile.ci` (2024-11-05)
State: closed | Pull request: yes
Labels: name: Run CICD

🚀 PR to Bump `Dockerfile.ci`.  

📝 Please remember the following to-do's before merge: 
- [ ] Verify the presubmit CI  

🙏 Please merge this PR only if the CI workflow completed successfully.

[🤖]: Hi @ko3n1g 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11680545192) for this PR just finished successfully

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NeMo-UX: Add sgd optim
State: closed | Pull request: yes
Labels: name: Run CICD

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[🤖]: Hi @akoumpa 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11681138470) for this PR just finished successfully

So it might be time to merge this PR or get some approvals

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Alit/hyena ux cp
State: closed | Pull request: yes

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CP init
State: closed | Pull request: yes

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Alit/hyena ux dist ckpt
State: closed | Pull request: yes

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How to use wandb sweep for hyperparameter search when finetuning with llama2
State: closed | Pull request: no

**Is your feature request related to a problem? Please describe.**

A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]

**Describe the solution you'd like**

A clear and concise description of what you want to happen.
Provide a code snippet on how new APIs/changes would be used by others.

```
I would like to do hyperparameter search with wandb sweep. Right now I can't find an option to add sweep config in yaml file. How can I enable wandb sweep and fine-tune llama2 model?

https://wandb.ai/aarora/Nvidia%20NeMO/reports/Train-Optimize-Analyze-Visualize-and-Deploy-Models-for-Automatic-Speech-Recognition-with-NVIDIA-s-NeMo--VmlldzoxNzI0ODEw
```

**Describe alternatives you've considered**

A clear and concise description of any alternative solutions or features you've considered.

**Additional context**

Add any other context or screenshots about the feature request here.


@okuchaiev following up regarding issue. please let me know if any other information needed.