Fix docs typo (#40167)

* DINOv3 model

* working version

* linter revert

* linter revert

* linter revert

* fix init

* remove flex and add convert to hf script

* DINOv3 convnext

* working version of convnext

* adding to auto

* Dinov3 -> DINOv3

* PR feedback

* complete convert checkpoint

* fix assertion

* bf16 -> fp32

* add fast image processor

* fixup

* change conversion script

* Use Pixtral attention

* minor renaming

* simplify intermediates capturing

* refactor DINOv3ViTPatchEmbeddings

* Refactor DINOv3ViTEmbeddings

* [WIP] rope: remove unused params

* [WIP] rope: rename period -> inv_freq for consistency

* [WIP] rope: move augs

* change inv_freq init (not persistent anymore)

* [WIP] rope: move coords to init

* rope - done!

* use default LayerScale

* conversion: truncate expected outputs

* remove commented code

* Refactor MLP layers

* nit

* clean up config params

* nit docs

* simplify embeddings

* simplify compile compat lru_cache

* fixup

* dynamic patch coords

* move augmentation

* Fix docs

* fixup and type hints

* fix output capturing

* fix tests

* fixup

* fix auto mappings

* Add draft docs

* fix dtype cast issue

* add push to hub

* add image processor tests

* fixup

* add modular

* update modular

* convert and test convnext

* update conversion script

* update prefix

* Update LayerNorm

* refactor DINOv3ConvNextLayer

* rename

* refactor convnext model

* fix doc check

* fix docs

* fix convnext config

* tmp fix for check docstring

* remove unused arg

* fix tests

* (nit) change init

* standardize gated MLP

* clear namings and sat493m

* fix tensors on different devices

* revert linter

* pr

* pr feedbak ruff format

* missing headers

* fix code snippet and collection link in docs

* DINOv3 description

* fix checkpoints in tests

* not doc fixes in configs

* output_hidden_states

* x -> features

* remove sequential

---------

Co-authored-by: Cijo Jose <cijose@meta.com>

utils/check_docstrings.py

@@ -169,6 +169,8 @@ OBJECTS_TO_IGNORE = [
     "DetrConfig",
     "DetrImageProcessor",
     "DinatModel",
+    "DINOv3ConvNextConfig",
+    "DINOv3ViTConfig",
     "DistilBertConfig",
     "DistilBertTokenizerFast",
     "DocumentQuestionAnsweringPipeline",