In-framework deployment NeMo 2.0 nemo_export.py test
State: closed | Pull request: yes
Labels: name: CI

name: Run CICD

# What does this PR do ?

Adding `nemo_export.py --in-framework True [...]` test in Github Actions. This also includes:
* adding NeMo 2.0 support in this script
* adding [`generate`](https://github.com/NVIDIA/NeMo/blob/3e5fb000ab55071b0685be9986f25eb7e0a2697e/nemo/deploy/nlp/megatronllm_deployable.py#L182) method  for `MegatronLLMDeployableNemo2` for parity with NeMo 1.0 [`generate`](https://github.com/NVIDIA/NeMo/blob/84b2bf0989a1cfde0258acb5804cd5bdcd357449/nemo/deploy/nlp/megatronllm_deployable.py#L396) for `MegatronLLMDeployable`
* script to generate a Lambada-like dataset (5 samples) plus several minor bugfixes

**Collection**: NLP/ LLM

# Usage

See edits in `.github/workflows/cicd-main.yml`.

# 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The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.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**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [x] 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
- [ ] 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)


<!-- 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.deploy.nlp.megatronllm_deployable
nemo/deploy/nlp/megatronllm_deployable.py:53:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/deploy/nlp/megatronllm_deployable.py:103:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/deploy/nlp/megatronllm_deployable.py:446:4: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.deploy.nlp.query_llm
nemo/deploy/nlp/query_llm.py:29:0: C0115: Missing class docstring (missing-class-docstring)
************* Module setup
setup.py:57:0: C0116: Missing function or method docstring (missing-function-docstring)
setup.py:131:0: C0115: Missing class docstring (missing-class-docstring)
setup.py:20:0: W0611: Unused import codecs (unused-import)

-----------------------------------
Your code has been rated at 9.83/10
```

---

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 @janekl 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12713097491) 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