[WIP] Emu3: add model (#33770)

* 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

View File

@@ -49,6 +49,7 @@ FlashAttention-2 is currently supported for the following architectures:
* [Dbrx](https://huggingface.co/docs/transformers/model_doc/dbrx#transformers.DbrxModel)
* [DiffLlama](https://huggingface.co/docs/transformers/model_doc/diffllama#transformers.DiffLlamaModel)
* [DistilBert](https://huggingface.co/docs/transformers/model_doc/distilbert#transformers.DistilBertModel)
* [Emu3](https://huggingface.co/docs/transformers/model_doc/emu3)
* [Gemma](https://huggingface.co/docs/transformers/model_doc/gemma#transformers.GemmaModel)
* [Gemma2](https://huggingface.co/docs/transformers/model_doc/gemma2#transformers.Gemma2Model)
* [GPT2](https://huggingface.co/docs/transformers/model_doc/gpt2)
@@ -245,6 +246,7 @@ For now, Transformers supports SDPA inference and training for the following arc
* [DistilBert](https://huggingface.co/docs/transformers/model_doc/distilbert#transformers.DistilBertModel)
* [Dpr](https://huggingface.co/docs/transformers/model_doc/dpr#transformers.DprReader)
* [EncoderDecoder](https://huggingface.co/docs/transformers/model_doc/encoder_decoder#transformers.EncoderDecoderModel)
* [Emu3](https://huggingface.co/docs/transformers/model_doc/emu3)
* [Falcon](https://huggingface.co/docs/transformers/model_doc/falcon#transformers.FalconModel)
* [Gemma](https://huggingface.co/docs/transformers/model_doc/gemma#transformers.GemmaModel)
* [Gemma2](https://huggingface.co/docs/transformers/model_doc/gemma2#transformers.Gemma2Model)