Files
HuggingFace_transformer/tests/utils
Arthur ca7e1a3756 Refactor the way we handle outputs for new llamas and new models (#39120)
* just update 2 files

* update other models as well just making fix-copies

* also add the changes needed to modeling utils

* put this on the pretrained model instead

* nits and fixes

* update generic, fix to use config value

* update other modelings

* use transformers kwargs instead

* update

* update

* update other models

* update

* updates

* update

* update

* update

* fix

* finally

* very small nits

* this fixes more tests

* fix other models as well!

* update modularqwen2

* update models based on qwen2

* update

* update

* remove the **flash stuff in favor of noraml kwargs

* update

* propagate gemma?

* remove output attentions

* propagate

* support cross attention edge case

* same

* test this

* fixes

* more fix

* update

* update

* fix conflicts

* update

* fix emu3

* fix emu3

* move the fix a bit

* quel enfer

* some fixes, loss_kwargs should never had been

* finish fixing gemma3n

* fix small lm3

* fix another one

* fix csm now

* fux csm and mistral

* fix mistral now

* small fixes

* fix janusss

* only for some models

* fixup

* phix phi3

* more fixes?

* dose this fix it?

* update

* holy shit it was just graph breaks

* protect torch

* updates

* fix samhq?

* fix moonshine

* more moonshine fixes, 3 failures left!

* nits

* generic needs to support more

* more fixes to moonshine!

* fix cross attention outputs!

* fix csm!

* nits

* fix stupid kosmos2

* current updates

* fixes

* use output recorder?

* nicer!

* a little bit of magic

* update

* fix protect

* fix

* small fixes

* protect import

* fix a bunch of more models

* fix fixups

* fix some of the last ones

* nit

* partly fix phi

* update

* fix import path

* make something that is fullgraph compatible just to be sure

* typing was wrong on llama so the rest was wrong as well

* fucking ugly but at least it is still exportable

* syle

* supposed to fix moonshine, it still breaks

* fix some default

* fix the last bits of sam

* update samhq

* more fixes to am hq

* nit

* fix all output+hidden states and output_attentions!

* fix?

* fix diffllama

* updates to fix initialization on the sam pips

* ups there was a bug

* fix the last sam hq test

* fix gotocr

* fix gotocr2!

* fixes

* skip stupid tests

* there was one left :)

* fixup

* fix fix copies issues with this test file

* fix copies for sam_hq

* rm some comments

* skip 2 more failing tests

* fix

* fix everything

* Apply suggestions from code review

Co-authored-by: Anton Vlasjuk <73884904+vasqu@users.noreply.github.com>
Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>

* add more doc!

* fix public init

* fix modular qwen3

---------

Co-authored-by: Anton Vlasjuk <73884904+vasqu@users.noreply.github.com>
Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>
2025-07-05 11:34:28 +02:00
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2025-06-13 11:07:09 +00:00