Lightning-AI / Lightning-AI/lightning-thunder

Support NeMo MegatronCLIPModel

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enhancement nemo
Dominant language
Python
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Description

### 🚀 Feature

NeMo's MegatronCLIPModel is a vision-language foundation model.

Initial `examine`:

`Found 40 distinct operations, of which 29 (72.5%) are supported`

### Work items

* #177
* #334
* #335
* #330
* #328
* #326
* #336
* #331
* #329
* #332
* #327

cc @tfogal

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the `examine` result and the referenced work items (#177, #334, #335, #330, #328, #326, #336, #331, #329, #332, and #327). Trace the unsupported operations for NeMo's MegatronCLIPModel and verify support with `examine`; done means the model's operations are supported.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
compilers, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
28/100

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