renwei2024/nemo-github-issues huggingface dataset:
Neva / Energon cherry pick from main
State: closed | Pull request: yes
Labels: name: Run CICD

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MCORE interface for TP-only FP8 AMAX reduction
State: closed | Pull request: yes
Labels: name: NLP

name: Run CICD

name: r2.0.0

# What does this PR do ?

Performance FP8 AMAX reduction in TP (+CP) domain only compared to the default domain of TP+DP (+CP).
TP-only FP8 reduction would only work with training from scratch at the moment.

# Changelog 
- Add `model.tp_only_amax_red` to TransformerConfig interface

# Usage
- Set `model.tp_only_amax_red=True` to reduce FP8 AMAX only in TP (+CP) domain

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Talked with @erhoo82 offline [8307fcda5fff57ab0e77131b09bf37da997ec1f2](https://github.com/NVIDIA/NeMo/pull/10423/files) is sufficient for this PR.
set mock in GPTDatasetConfig
State: closed | Pull request: yes
Labels: name: NLP

name: Run CICD

# What does this PR do ?

Previously, the `GPTDatasetConfig.mock` attribute was not set correctly, as a result, training scripts were passing a `MockGPTDataset` class to MCore, but the `.mock` was still set to default value (`False`), thus instead of `MockGPTDataset` it was instantiating a `GPTDataset`.

The fix is to set the `.mock` to have the correct value.

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Bump Mcore commit to 90cd925ed0842afd709b4bf63c56ee889f03323e
State: closed | Pull request: yes
Labels: name: Run CICD

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Hey @akoumpa , it’s not necessary to do this manually, we have a nightly job that attempt this bump too. If it failed, it means that NeMo isn’t compatible to Mcore ToT and someone needs to look into it

https://github.com/NVIDIA/NeMo/pull/10423

@ko3n1g thanks I was not aware; I'll close this in favor of 10423 and look into fixing any issues remaining.
[nemo-ux] Added nemotron recipes and tests
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?

Adds example recipes and tests for nemotron

**Collection**:
LLM

# Changelog 
- Added recipes for nemotron 3_4b, 3_8b, 4_15b, 5_22b, 4_340b
- Updated `distributed_fused_adam_with_cosine_annealing` function in the recipes to support different precessions and  expose lr parameters

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Added long context recipes for 15B and 22B models.
Cosine Similarity to Probability
State: closed | Pull request: no

Hi I'm trying to understand in this model how should I convert in some way the cosine Similarity to a probability.

I'm working for my company in a project where we need to detect if 2 audios have the same speaker or not. Basically, trying to detect if an audio has been cloned or it's original. 

The client has required the output of the application that detects audios to be a percentage. That is, 100% should be max similarity and 0% it's not the same speaker at all. 

My question is: Is it possible to do that?. Does it make sense? Because what I understant is that cosine similarity = 0 does not mean 50% right?

I would really appreciate any help here as I have not found anything on the internet.

Thank you in advance!!

Depends on optimal similarity for the model. 

You could first convert all similarity scores to postive value and within range of [0,1] by (1+cs)/2 and observe the values for a know trial set. 

Based on my analysis for titanet, optimal value for same speaker was found to be 0.7 (which you could consider as 50% case). However its not a 1:1 matching.
Add missing import guards for causal_conv1d and mamba_ssm dependencies
State: closed | Pull request: yes
Labels: name: NLP

name: Run CICD

name: r2.0.0

# What does this PR do ?

Currently `causal_conv1d` and `mamba_ssm` are in fact required to use NeMo but are not included in [requirements](https://github.com/NVIDIA/NeMo/blob/main/requirements/requirements_nlp.txt). This MR introduces the "import guard" mechanism for these two packages so that users that setup NeMo using `pip install nemo-toolkit` are not immediately hit by missing dependency problems if their use case is not related to Griffin or Mamba models.

**Collection**: NLP

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remove scripts
State: closed | Pull request: yes
Labels: name: r2.0.0

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These scripts are moved to [here](https://github.com/NVIDIA/NeMo/tree/main/tests/collections/llm/gpt/model) instead for CICD [here](https://github.com/NVIDIA/NeMo/blob/d12fbbd3db952ea60d48cc567cbc632c02040bba/.github/workflows/cicd-main.yml#L4977)
ci: Fix secrets detector on forks
State: closed | Pull request: yes
Labels: name: CI

# What does this PR do ?

FYI the bug has nothing to do with forks but rather with checking out the branch explicitly. Checking out the branch means that we’re not running on the merge commit between branch and main anymore. So if the checked out branch is older than main, it misses or has an outdated baseline 

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Meister/nfa
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 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` (2024-09-09)
State: closed | Pull request: yes
Labels: name: NLP

name: Multi Modal

name: Run CICD

name: r2.0.0

🚀 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.

CI passed: https://github.com/NVIDIA/NeMo/actions/runs/10815035809

hey @akoumpa, some of these changes are definitely missing in the release branch `r2.0.0` (specifically, adding the attribute `fp8` to `ExampleConfig` of `tests/collections/llm/test_mnist_model_nemo2.py`

Can you help me figure out if this is the only change that we should cherry-pick, of its safer to cherry-pick the whole PR?
cherry pick `ci: Update baseline (#10400)`
State: closed | Pull request: yes

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ci: Fix mcore tag
State: closed | Pull request: yes
Labels: name: Run CICD

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ci: Small fix
State: closed | Pull request: yes
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ci: Small test
State: closed | Pull request: yes
Labels: name: CI

name: r2.0.0

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Cherry pick `Alit/mamba ux cicd (#10370)`
State: closed | Pull request: yes
Labels: name: cherry-pick

name: CI

name: Run CICD

* add mamba init

* more ssm

* add 370m

* add hybrid

* fix issue

* integrate model and tokenizer config for ssm

* add all mamba configs

* modify state re pattern

* revert gpt stuff

* remove SSM class and training script

* Apply isort and black reformatting



* remove faulty export

* add script to test

* Apply isort and black reformatting



* some recent fixes

* Apply isort and black reformatting



* test script tp/pp1

* Apply isort and black reformatting



* add cicd

* include MLM mamba dist ckpt commit

* add license head and address more comments

* Apply isort and black reformatting



* add guard

* remove guard from TransformerConfig

* update scripts

* Apply isort and black reformatting



---------

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# Additional Information
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Ko3n1g/ci/test cherry picking 2
State: closed | Pull request: yes
Labels: name: CI

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# Additional Information
* Related to # (issue)
ci: Remove dead code
State: closed | Pull request: yes
Labels: name: CI

# What does this PR do ?

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# Before your PR is "Ready for review"
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# Additional Information
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ci: Minor change
State: closed | Pull request: yes
Labels: name: CI

name: r2.0.0

# What does this PR do ?

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# Additional Information
* Related to # (issue)
ci: Fix cherry-pick config
State: closed | Pull request: yes
Labels: name: CI

# What does this PR do ?

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# Changelog 
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# Usage
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# 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**:
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## Who can review?

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# Additional Information
* Related to # (issue)
Ko3n1g/ci/test cherry picking
State: closed | Pull request: yes
Labels: name: CI

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 
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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)
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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)
ci: Ignore failures on cherry-picking
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

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**:
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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)
ci: Overhaul cherry-pick workflow
State: closed | Pull request: yes
Labels: name: CI

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

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.
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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)
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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)
ci: More permissions for cherry-pick automation
State: closed | Pull request: yes
Labels: name: CI

name: r2.0.0

# What does this PR do ?

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**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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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)
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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)
Cherry pick `Alit/mamba ux cicd (#10370)`
State: closed | Pull request: yes
Labels: name: CI

name: Run CICD

* add mamba init

* more ssm

* add 370m

* add hybrid

* fix issue

* integrate model and tokenizer config for ssm

* add all mamba configs

* modify state re pattern

* revert gpt stuff

* remove SSM class and training script

* Apply isort and black reformatting



* remove faulty export

* add script to test

* Apply isort and black reformatting



* some recent fixes

* Apply isort and black reformatting



* test script tp/pp1

* Apply isort and black reformatting



* add cicd

* include MLM mamba dist ckpt commit

* add license head and address more comments

* Apply isort and black reformatting



* add guard

* remove guard from TransformerConfig

* update scripts

* Apply isort and black reformatting



---------

# What does this PR do ?

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- Add specific line by line info of high level changes in this PR.

# Usage
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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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# Additional Information
* Related to # (issue)


hey @JRD971000,  this PR got a bit delayed. Shall we still cherry-pick it? Can you help resolving the conflict? Otherwise feel free to close it

@ko3n1g thanks for the reminder, I actually added the CIs in another PR. I don't know why I had two PRs for this :) 

However, I have a PR for removing optional flag from SSM test, given the rm -rf issue is hopefully gone:
https://github.com/NVIDIA/NeMo/pull/10460

closing this one
ci: Allow default token to write workflows
State: closed | Pull request: yes
Labels: name: CI

name: r2.0.0

# What does this PR do ?

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# Changelog 
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# Usage
* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
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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?
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# Additional Information
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