renwei2024/nemo-github-issues huggingface dataset:
fix expert regex filter
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name: r2.0.0

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disable overlap_param_gather_with_optimizer_step
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name: r2.0.0

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Cherry pick `Fix TRTLLM nemo2 activation parsing (11062)` into `r2.0.0`
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[🤖]: Hi @meatybobby 👋,<br><br>we've cherry picked #11062 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\!
Add Packed Seq option to GPT based models
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Cherry pick 10613 and 11081 in r2.0.0
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Fix datasets in CLI
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NeMo-UX: HF PeFT fix
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# What does this PR do ?
How to run:

Invoke:
```
nemo llm finetune --factory 'hf_auto_model_for_causal_lm(model_name="microsoft/Phi-3-mini-128k-instruct", num_gpus_per_node=1)' data=squad data.sanity_check_dist_workers=False
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requires https://github.com/NVIDIA/NeMo/pull/11097

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Update PTQ tests and ModelOpt version
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# What does this PR do ?

1. Deprecating Nemo 1 PTQ tests except FP8
2. Updating Nemo 1 FP8 PTQ test to use an up-to-date converted Llama 2 model
3. Bumping modelopt to 0.19.0

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NeMo-UX: Mistral/mixtral peft ci test
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Akoumparouli/destructor singleton in megatronstrategy dtor
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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.
Bump `Dockerfile.ci` (2024-10-30)
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🚀 PR to Bump `Dockerfile.ci`.  

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[WIP] porting speechllm_tts_2410 to NeMo 2.0
State: closed | Pull request: yes
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name: ASR

name: NLP

name: common

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Make nemo.collections.llm PreTrainingDataModule num samples configurable
State: closed | Pull request: yes
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This is so that users can build a larger cache and reuse it across different runs.

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Cherry pick `Fix finalize model grad for PEFT (11065)` into `r2.0.0`
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[🤖]: Hi @cuichenx 👋,<br><br>we've cherry picked #11065 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\!
add deprecation note
State: closed | Pull request: yes
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name: Run CICD

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NeMo-UX: fix nemo-ux export path
State: closed | Pull request: yes
Labels: name: Run CICD

name: r2.0.0

# What does this PR do ?

Fixes https://github.com/NVIDIA/NeMo/issues/10939

In particular changes include:
1) when using nemo_load setting setup_optimizers to False 
2) load_context will try to load from /context or parent if it fails
3) when exporting to HF will prune padding from input and output layers to restore original vocab size.

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ci: Less verbose infra alerts
State: closed | Pull request: yes
Labels: name: CI

# What does this PR do ?

Previously we matched for substrings. Now for full words. Also remove 'GPU' and 'CUDA' as this appears too often

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# GitHub Actions CI

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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)
Minor fixes for NeMo 2.0 PTQ
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**: 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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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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- [ ] 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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## 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)


[🤖]: Hi @Laplasjan107 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11572858412) 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
Add doc-strings to import & export + improve logging
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

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

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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)


[🤖]: Hi @marcromeyn 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11575884737) 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: Fix cron schedule 
State: closed | Pull request: yes
Labels: name: CI

# 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)
- [ ] 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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# Additional Information
* Related to # (issue)
Code adoptability for other pretrained ASR
State: closed | Pull request: no
Labels: name: stale

can we adopt this confidence estimation method for other pretrained ASR model like whisper or any LLM based ASR ? As these model have more tendency to produce hallucination as compared to model used in this code ?

if yes so what things i need to take care ?

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: Use code-freeze via Nemo-FW-Templates
State: closed | Pull request: yes
Labels: name: CI

# What does this PR do ?

Here's the definition of the called workflow: https://github.com/NVIDIA/NeMo-FW-CI-templates/pull/2

**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?
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
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- [ ] Bugfix
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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)
ci: Cherry pick CPU tests
State: closed | Pull request: yes
Labels: name: core

name: ASR

name: CI

name: Run CICD

* ci: Switch to CPU only runner



* runner



* Raise EnvironmentError when CUDA is unavailable to prevent cuda-python failure



* Fix error message



* update



* fix



* finalize



---------

# 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?
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
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- [ ] New Feature
- [ ] Bugfix
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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)
Akoumparouli/mixtral recipe fix r2.0.0 (#10994)
State: closed | Pull request: yes
Labels: name: Run CICD

* Mixtral TP8 EP1



* 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

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?
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
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# Additional Information
* Related to # (issue)
PEFT perf and TE spec fixes
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.

**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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# 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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[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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[🤖]: Hi @JimmyZhang12 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11567567394) 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 @JimmyZhang12 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11580196209) 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
Cherry pick `Performance fine-tuning recipes for llama3 8b + 70b (11046)` into `r2.0.0`
State: closed | Pull request: yes
Labels: name: cherry-pick

name: Run CICD

[🤖]: Hi @vysarge 👋,<br><br>we've cherry picked #11046 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\!
Fix finalize model grad for PEFT
State: closed | Pull request: yes
Labels: name: Run CICD

name: r2.0.0

# What does this PR do ?

Fix gradient reduction for PEFT

**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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# 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
- [ ] Bugfix
- [ ] Documentation

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## 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)


[🤖]: Hi @cuichenx 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11567032943) 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
activate subscription: Not able to find the Promotional Code, Serial Number, or Token to run the inference script?
State: closed | Pull request: no
Labels: name: stale

Please activate your subscription:
Serial Numbers:
Serial numbers can be added in bulk, please comma separate them or line break all serial numbers
Submit serial numbers in bulk only if they are of the same hardware-software bundle type (e.g. RTX6000 or H100)
Tokens:
Tokens obtained from CSP-hosted virtual machine images must be submitted separately
Promotional Code, Serial Number, or Token
Enter promotional code, serial number, or token



Code is here:
``` # Choose a container name for bookkeeping
export CONTAINER_NAME=llama3-8b-instruct
 
# Define the vendor name for the LLM
export VENDOR_NAME=meta
 
# Choose a LLM NIM Image from NGC
export IMG_NAME="nvcr.io/nim/{VENDOR_NAME}/${CONTAINER_NAME}:1.0.0"
 
 
# Choose a path on your system to cache the downloaded models
export LOCAL_NIM_CACHE="~/.cache/nim"
mkdir -p "$LOCAL_NIM_CACHE"
 
# Start the LLM NIM
docker run -it --rm --name=$CONTAINER_NAME \
  --runtime=nvidia \
  --gpus all \
  -e NGC_API_KEY \
  -v "$LOCAL_NIM_CACHE:/opt/nim/.cache" \
  -u $(id -u) \
  -p 8000:8000 \
  $IMG_NAME
 
``` 



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.