Description

I noticed several inconsistencies in the documentation within the keras_hub/src/models/ directory. These include arguments present in __init__ methods but missing from the corresponding class docstrings, errors in code examples, and various typographical errors spread across multiple model files.

Summary of issues identified

Missing arguments in docstrings

• MistralBackbone: The dropout argument is missing from the Args section.
• FluxBackbone: Five arguments are missing from the Args section:
  • image_shape
  • text_shape
  • image_ids_shape
  • text_ids_shape
  • y_shape

Code examples

• PaliGemmaBackbone: The usage example contains a typo (images_size instead of image_size), which causes the example to fail if executed.

Typos & grammar

• roatary instead of rotary (GPT-OSS, Llama3, Mixtral).
• traingular instead of triangular (Mixtral).
• Polling instead of Pooling in error messages (HGNetV2, VGG, ImageClassifier).
• done a float32 instead of done in float32 (PaliGemma, CLIP, SigLIP, DinoV2/DinoV3, etc.).
• value user for instead of value used for (Gemma, Gemma3).
• fucntion instead of function.

I have fixed these docstrings locally to match the actual code definitions and prepared a pull request to address all these instances.