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[WIP] Emu3: add model (#33770)

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* model can convert to HF and be loaded back

* nit

* works in single batch generation but hallucinates

* use the image tokens

* add image generation

* now it works

* add tests

* update

* add modulare but it doesn't work for porting docstring :(

* skip some tests

* add slow tests

* modular removed the import?

* guess this works

* update

* update

* fix copies

* fix test

* fix copies

* update

* docs

* fix tests

* last fix tests?

* pls

* repo consistency

* more style

* style

* remove file

* address comments

* tiny bits

* update after the new modular

* fix tests

* add one more cond in check attributes

* decompose down/up/mid blocks

* allow static cache generation in VLMs

* nit

* fix copies

* Update docs/source/en/model_doc/emu3.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/emu3.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/emu3.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/emu3.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/emu3.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/emu3.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/emu3.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/emu3.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* fix VAE upsampling

* Update src/transformers/models/emu3/modular_emu3.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* address comments

* state overwritten stuff explicitly

* fix copies

* add the flag for flex attn

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
This commit is contained in:
Raushan Turganbay
2025-01-10 12:23:00 +01:00
committed by GitHub
parent ccc0381d36
commit 52e1f87c7d
28 changed files with 5722 additions and 5 deletions
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2
tests/test_modeling_common.py
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@@ -3894,7 +3894,7 @@ class ModelTesterMixin:
for name, submodule in model_eager.named_modules():
class_name = submodule.__class__.__name__
if "SdpaAttention" in class_name or "SdpaSelfAttention" in class_name:
raise ValueError("The eager model should not have SDPA attention layers")
raise ValueError(f"The eager model should not have SDPA attention layers but got {class_name}")
@require_torch_sdpa
def test_sdpa_can_dispatch_composite_models(self):