renwei2024/nemo-github-issues huggingface dataset:
[MCoreDistOptim] Add assertions for McoreDistOptim and fix fp8 arg specs
State: closed | Pull request: yes
Labels: name: NLP

name: Run CICD

# What does this PR do ?

1. Copies the argument guard for param AG overlap with optim.step from Megatron LM.
2. Add FP8 support to MoE sequential group gemm

**Collection**: [Note which collection this PR will affect]

# Changelog 
- AUse param AG overlap with optim.step only when using (1) param AG overlap and (2) virtual pipelining
- Param AG overlap can be used only when grad RS overlap is used
- Fp8 interface is passed accordingly to GPT specs

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perf recipes
State: closed | Pull request: yes
Labels: name: stale

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Add a one line overview of what this PR aims to accomplish.

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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 `Remove finetuning recipes for Long Context  (10703)` into `r2.0.0`
State: closed | Pull request: yes
Labels: name: Run CICD

[🤖]: Hi @BoxiangW 👋,<br><br>we've cherry picked #10703 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\!
Loading 70B model from .nemo checkpoint takes very long time
State: closed | Pull request: no
Labels: name: stale

I am launching a continuous pretraining job from a 70B model checkpoint. The checkpoint is saved as .nemo file. I use
```
megatronGPTModel.restore_from(restore_path="/path/to/my/70B/.nemo", override_config_path, trainer)
```
to restore the checkpoint. It hangs while unpacking the .nemo file.

The container I am using is `nvcr.io/nvidia/nemo:24.05.llama3.1`

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.
Fix load nemo issue in Multimodal TRTLLM
State: closed | Pull request: yes
Labels: name: Run CICD

name: r2.0.0

# What does this PR do ?

Fix load nemo issue in Multimodal TRTLLM

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- Add specific line by line info of high level changes in this PR.

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@meatybobby Do you think this PR should also be merged to 24.09 release? If yes, we need to add the r2.0.0 label.

[🤖]: Hi @meatybobby 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) 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
Cherry pick `Fix typo in ASR RNNT BPE model (10742)` into `r2.0.0`
State: closed | Pull request: yes
Labels: name: ASR

name: Run CICD

[🤖]: Hi @pzelasko 👋,<br><br>we've cherry picked #10742 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\!
Fix typo in ASR RNNT BPE model
State: closed | Pull request: yes
Labels: name: ASR

name: r2.0.0

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allow cudnn fa
State: closed | Pull request: yes
Labels: name: Run CICD

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[🤖]: Hi @JimmyZhang12 👋,

I just wanted to let you know that, you know, a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11165214983) for this PR just finished successfully ✨

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

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

Have a great day! 

//cc @ko3n1g
TestEncDecMultiTaskModel for canary parallel
State: closed | Pull request: yes
Labels: name: ASR

name: Run CICD

# Fix tests for TestEncDecMultiTaskModel

**PR Type**:
- [ ] New Feature
- [ V] Bugfix
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@pzelasko 

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[🤖]: Hi @karpnv 👋,

I just wanted to let you know that, you know, a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11166342670) for this PR just finished successfully ✨

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

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

Have a great day! 

//cc @ko3n1g
How to implement weight decay towards the pre-trained model?
State: closed | Pull request: no
Labels: name: stale

Hello, let me one question.

If using NeMo for supervised fune-tuning, how do I implement penalizing the distance between starting and current weights? This was shown to be effective in https://arxiv.org/abs/1706.03610

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(slack): Fix job pagination
State: closed | Pull request: yes
Labels: name: CI

name: Run CICD

# What does this PR do ?

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ci: Fix secret
State: closed | Pull request: yes
Labels: name: CI

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ci: Improve caching and image retention
State: closed | Pull request: yes
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name: Run CICD

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[🤖]: Hi @ko3n1g 👋,

I just wanted to let you know that, you know, a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) for this PR just finished successfully ✨

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

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

Have a great day! 

//cc @ko3n1g
ci: Fix issue with feedback
State: closed | Pull request: yes
Labels: name: CI

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Adding init_model_parallel to FabricMegatronStrategy
State: closed | Pull request: yes
Labels: name: Run CICD

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[🤖]: Hi @marcromeyn 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) 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
Moving steps to MegatronParallel to improve UX for Fabric
State: closed | Pull request: yes
Labels: name: Run CICD

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[🤖]: Hi @marcromeyn 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11275169690) for this PR just finished successfully

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Cherry pick `In-framework inference fixes (10698)` into `r2.0.0`
State: closed | Pull request: yes
Labels: name: Run CICD

[🤖]: Hi @janekl 👋,<br><br>we've cherry picked #10698 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\!
Track io for hf AutoTokenizer
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.
remove rm -rf /home/TestData and use /tmp instead
State: closed | Pull request: yes
Labels: name: CI

name: Run CICD

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hey @akoumpa the CI passed - let's get this into `main` - thanks for this!
Fix error raising logic in model import
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?

Fix error raising logic in model import

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# Changelog 
- Add specific line by line info of high level changes in this PR.

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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**:
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[🤖]: Hi @cuichenx 👋,

I just wanted to let you know that, you know, a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) for this PR just finished successfully ✨

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

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

Have a great day! 

//cc @ko3n1g
Cherrypick 10457
State: closed | Pull request: yes
Labels: name: Run CICD

name: r2.0.0

# What does this PR do ?

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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# Before your PR is "Ready for review"
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# Additional Information
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Fix gradient clipping mistral
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.

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# 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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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**:
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
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- [ ] Bugfix
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## Who can review?

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[🤖]: Hi @maanug-nv 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) 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
Cherrypick 10470
State: closed | Pull request: yes
Labels: name: Run CICD

name: r2.0.0

* Call reload_model_params only if there's no optimizer state



* add nemo-ux resume test



* Apply isort and black reformatting



---------

# 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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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)
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# Additional Information
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Cherrypick #10498
State: closed | Pull request: yes

# 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.

# 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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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?
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [ ] New Feature
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## Who can review?

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# Additional Information
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[McoreDistOptim] Add a few assertions for McoreDistOptim
State: closed | Pull request: yes
Labels: name: ASR

name: NLP

name: CI

name: Run CICD

# What does this PR do ?

Copies the argument guard for param AG overlap with optim.step from Megatron LM.

# Changelog 
- Use param AG overlap with optim.step only when using (1) param AG overlap and (2) virtual pipelining
- Param AG overlap can be used only when grad RS overlap is used

# 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
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Close this and move to https://github.com/NVIDIA/NeMo/pull/10748
to avoid CI issues
use model device for embedding extraction
State: closed | Pull request: yes
Labels: name: stale

name: ASR


This fixes major slowdowns when running diarization parallel on multiple gpus

Discussion: https://github.com/NVIDIA/NeMo/issues/7101


# What does this PR do ?

Stores embedding extraction on device.

# 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**:
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
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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.
chore: Release/nim 24.08 no deploy trt llm only
State: closed | Pull request: yes
Labels: name: stale

# 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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# GitHub Actions CI

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# Before your PR is "Ready for review"
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## Who can review?

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# Additional Information
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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.
Fix/gpu for embedding extraction
State: closed | Pull request: yes
Labels: name: ASR

# What does this PR do ?

Stores embedding extraction on device.

This fixes major slowdowns when running diarization parallel on multiple gpus

Discussion: https://github.com/NVIDIA/NeMo/issues/7101

**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**:
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- [ ] Documentation

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## Who can review?

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# Additional Information
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Adding NeMo 2.0 T5 finetuning (on Squad dataset)
State: closed | Pull request: yes
Labels: name: CI

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
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- [ ] Documentation

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## Who can review?

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# Additional Information
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[🤖]: Hi @huvunvidia 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) 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

[🤖]: Hi @huvunvidia 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) 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

LGTM