🚨 Move processing defaults to class (#49089)
* move processing defaults to class
* update
* more updates
* remove do_convert_rgb overrides where possible
* update docs
* remove redundant padding=False in _defaults
* remove redundant return_mm_token_type_ids=False
* remove redundant return_text_replacement_offsets=False
* drop empty defaults
* update kimi
* handle return_text_replacement_offsets
* update costrings
* update
* fix tests
* init with **kwargs
* cleanup some common_kwargs
* remove common_kwargs where possible
* cleanup
* move defaults to class
* shorten comment
* cleanup return_mm_token_type_ids
* remove redundant default text_kwargs
* more cleanup
* update sam
* update docstring
* revert processor class attribute defaults saving
* simplify _merge_kwargs calls
* cleanup
* fix modular
* update test
* add deprecation note
* move emu3 defaults
* update sam
* cleanup
* revert muse glimmer audio backend workaround
* handle suffix
* update got ocr2
* update janus
* update kosmos2
* update more processors
* update unpack import
* fix torch type
* update shieldgemma
* update docs
* add test
* update
* cleanup and add tests
* fix repo
* fix repo
* fix test
* fix test leaking
* add version to deprecation notice
* add version to deprecation notice
* fix repo
* fix chameleon
* update
* fix qianfan
* update got ocr2
* deprecate more text kwargs
* update molmo2
* update molmo2
* fix molmo
* fix name
* fix
* simplify
* add deprecate_attr
* deprecate_attr examples
* fix typo
* update deprecate_attr
* the great deprecation
* more deprecations
* add more tests
* deprecate last textkwargs class
* add missing Total=False
* deprecate last videoskwargs
* add stricter tests
* update docs
* amend
* deprecate last _defaults
* skip test correctly
* fix regression
* cleanup
* clarify
* revert test_pil_can_load_without_torchvision changes
* fix olw models
* fix regressions
* cleanup
* update minicpm ocr
* update models
* make check more robust
* review
* update nemotron3_5_transcribe
* add comment
* disallow inheriting from deprecated classes
* update
* raise if argument passed twice
* add OmniModalProcessorMixin
* fix return types
* handle suffix
* typos
* update omni processor
* update docs
* update comment
* unified skip list
* update description
* update tests
* spacing
* handle OmniModalProcessorMixin
* update copali
* make text kwargs deprecations less breaking
* update docs
* move skip to shared tests
