NeMo2.0 llama3 perf scripts
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?

llama3 pre-training recipes with performance optimizations

**Collection**: [llm]

# Changelog 
- Add specific line by line info of high level changes in this PR.

# Usage

```python
python3 scripts/llm/performance/llama3_8b.py -a <slurm_account> -p <slurm_partition> -i nvcr.io/nvidia/nemo:24.09
```

# 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**:
- [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)


Maybe should set `tensorboard logger` disabled by default and document how to enable it? 
`tensorboard logger` causes performance overhead.

[🤖]: Hi @malay-nagda 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12469395864) 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

<!-- 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 nemo.lightning.run.plugins
nemo/lightning/run/plugins.py:80:0: C0301: Line too long (145/119) (line-too-long)
nemo/lightning/run/plugins.py:91:0: C0301: Line too long (201/119) (line-too-long)
nemo/lightning/run/plugins.py:96:0: C0301: Line too long (200/119) (line-too-long)
nemo/lightning/run/plugins.py:97:0: C0301: Line too long (127/119) (line-too-long)
nemo/lightning/run/plugins.py:181:0: C0301: Line too long (174/119) (line-too-long)
nemo/lightning/run/plugins.py:257:0: C0301: Line too long (150/119) (line-too-long)
nemo/lightning/run/plugins.py:70:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/run/plugins.py:105:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/run/plugins.py:159:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/run/plugins.py:204:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/run/plugins.py:267:4: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 9.19/10
```

---

Mitigation guide:

* Add sensible and useful docstrings to functions and methods
* For trivial methods like getter/setters, consider adding `# pylint: disable=C0116` inside the function itself
* To disable multiple functions/methods at once, put a `# pylint: disable=C0116` before the first and a `# pylint: enable=C0116` after the last.

By applying these rules, we reduce the occurance of this message in future.

Thank you for improving NeMo's documentation!

[🤖]: Hi @malay-nagda 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12563010875) 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