Adding Support for Qwen3.5 (#43830)
* rebase main
* remove redundant init
* fix
* remove qwen3vlmoe mapping since resolved
* add auto image processor
* fix
* fix
* update qwen3_next_style rmsnorm
* update text config check
* simplify vision model
* simplify vision config
* inherit pretrainedmodel and qwen3next decoder layer forward
* simplify config
* fix apply_rotary_pos_emb import
* move to latest main, update vision output and fix rope validation
* fix text-only model loading
* fix config
* quick fixes
* fix rope ignore keys
* oops
* add test suite
* style
* docs
* ok
* last consistency fix
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Co-authored-by: bozheng-hit <dsoul0621@gmail.com>
Co-authored-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: vasqu <antonprogamer@gmail.com>
