Add CP support to Neva in NeMo2
State: open | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?

Add CP support to Neva in NeMo2.

**Collection**: [multimodal]

# 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The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.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

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)


[🤖]: Hi @yaoyu-33 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12779228320) 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.collections.vlm.neva.model.base
nemo/collections/vlm/neva/model/base.py:539:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/vlm/neva/model/base.py:542:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/vlm/neva/model/base.py:567:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/vlm/neva/model/base.py:93:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:144:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:160:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:181:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:248:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:260:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/vlm/neva/model/base.py:287:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:308:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/vlm/neva/model/base.py:339:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:376:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:399:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:423:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:442:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/vlm/neva/model/base.py:1002:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/vlm/neva/model/base.py:1019:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:1023:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:1055:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:1058:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:1061:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:1065:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:1071:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:1078:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/base.py:48:0: W0611: Unused get_batch_on_this_context_parallel_rank imported from nemo.collections.llm.gpt.model.base (unused-import)
nemo/collections/vlm/neva/model/base.py:48:0: W0611: Unused get_packed_seq_params imported from nemo.collections.llm.gpt.model.base (unused-import)

-----------------------------------
Your code has been rated at 9.45/10
```

---

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 @yaoyu-33 👋,

We wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12815382650) 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