NVIDIA / NeMo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

https://docs.nvidia.com/nemo-framework/user-guide/latest/overview.html

Apache License 2.0

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Adding LLava-Next model class #11399

Open yashaswikarnati opened 12 hours ago

yashaswikarnati commented 12 hours ago

What does this PR do ?

Adding LLava-Next model class

Collection: VLM

Changelog

Model class for Llava-next.
HF Importer class for llava-next.
Utility functions supporting image tiling and feature merging

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PR Type:

[x] New Feature
[ ] Bugfix
[ ] Documentation

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Additional Information

Related to # (issue)

github-actions[bot] commented 10 hours ago

beep boop 🤖: 🚨 The following files must be fixed before merge!

Your code was analyzed with PyLint. The following annotations have been identified:


------------------------------------
Your code has been rated at 10.00/10

Thank you for improving NeMo's documentation!

github-actions[bot] commented 10 hours ago

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.llava
nemo/collections/vlm/neva/model/llava.py:108:0: C0301: Line too long (137/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:109:0: C0301: Line too long (122/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:110:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:111:0: C0301: Line too long (144/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:149:0: C0301: Line too long (128/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:150:0: C0301: Line too long (161/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:151:0: C0301: Line too long (157/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:152:0: C0301: Line too long (150/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:153:0: C0301: Line too long (146/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:154:0: C0301: Line too long (158/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:155:0: C0301: Line too long (154/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:156:0: C0301: Line too long (135/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:157:0: C0301: Line too long (131/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:158:0: C0301: Line too long (135/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:159:0: C0301: Line too long (131/119) (line-too-long)
nemo/collections/vlm/neva/model/llava.py:41:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/vlm/neva/model/llava.py:46:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/vlm/neva/model/llava.py:59:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/vlm/neva/model/llava.py:71:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/vlm/neva/model/llava.py:83:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/vlm/neva/model/llava.py:105:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/llava.py:180:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/llava.py:186:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/vlm/neva/model/llava.py:226:0: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 8.00/10

Thank you for improving NeMo's documentation!