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922 Commits

Author SHA1 Message Date
Tolga Cangöz
51f45da25f Update CLIPFeatureExtractor to CLIPImageProcessor and DPTFeatureExtractor to DPTImageProcessor (#9002) 
* fix: update `CLIPFeatureExtractor` to `CLIPImageProcessor` in codebase

* `make style && make quality`

* Update `DPTFeatureExtractor` to `DPTImageProcessor` in codebase

* `make style`

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2024-12-23 13:02:15 +05:30
omahs
49544cc1fb Fix typos (#9077) 
* fix typo
 2024-12-23 13:02:15 +05:30
Sayak Paul
8881fc9872 [Docs] add stable cascade unet doc. (#9066) 
* add stable cascade unet doc.

* fix path
 2024-12-23 13:02:15 +05:30
Aryan
9dbffc8c60 PAG variant for HunyuanDiT, PAG refactor (#8936) 
* copy hunyuandit pipeline

* pag variant of hunyuan dit

* add tests

* update docs

* make style

* make fix-copies

* Update src/diffusers/pipelines/pag/pag_utils.py

* remove incorrect copied from

* remove pag hunyuan attn procs to resolve conflicts

* add pag attn procs again

* new implementation for pag_utils

* revert pag changes

* add pag refactor back; update pixart sigma

* update pixart pag tests

* apply suggestions from review

Co-Authored-By: yixu310@gmail.com

* make style

* update docs, fix tests

* fix tests

* fix test_components_function since list not accepted as valid __init__ param

* apply patch to fix broken tests

Co-Authored-By: Sayak Paul <spsayakpaul@gmail.com>

* make style

* fix hunyuan tests

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:15 +05:30
Sayak Paul
0db81141b9 [Flux] minor documentation fixes for flux. (#9048) 
* minor documentation fixes for flux.

* clipskip

* add gist
 2024-12-23 13:02:15 +05:30
Philip Rideout
9c02c40a13 Fix grammar mistake. (#9072) 2024-12-23 13:02:15 +05:30
Tolga Cangöz
c6ac793955 Errata: Fix typos & \s+$ (#9008) 
* Fix typos

* chore: Fix typos

* chore: Update README.md for promptdiffusion example

* Trim trailing white spaces

* Fix a typo

* update number

* chore: update number

* Trim trailing white space

* Update README.md

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

* Update README.md

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-12-23 13:02:14 +05:30
Sayak Paul
c8a236ba5c [Core] Add PAG support for PixArtSigma (#8921) 
* feat: add pixart sigma pag.

* inits.

* fixes

* fix

* remove print.

* copy paste methods to the pixart pag mixin

* fix-copies

* add documentation.

* add tests.

* remove correction file.

* remove pag_applied_layers

* empty
 2024-12-23 13:02:14 +05:30
Sayak Paul
7739beb740 Flux pipeline (#9043) 
add flux!

Signed-off-by: Adrien <adrien@huggingface.co>
Co-authored-by: Adrien <adrien.69740@gmail.com>
Co-authored-by: Anatoly Belikov <abelikov@singularitynet.io>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail.com>
 2024-12-23 13:02:14 +05:30
Aryan
e28e5373f9 PAG variant for AnimateDiff (#8789) 
* add animatediff pag pipeline

* remove unnecessary print

* make fix-copies

* fix ip-adapter bug

* update docs

* add fast tests and fix bugs

* update

* update

* address review comments

* update ip adapter single test expected slice

* implement test_from_pipe_consistent_config; fix expected slice values

* LoraLoaderMixin->StableDiffusionLoraLoaderMixin; add latest freeinit test
 2024-12-23 13:02:14 +05:30
Aryan
cf513e4205 [core] Move community AnimateDiff ControlNet to core (#8972) 
* add animatediff controlnet to core

* make style; remove unused method

* fix copied from comment

* add tests

* changes to make tests work

* add utility function to load videos

* update docs

* update pipeline example

* make style

* update docs with example

* address review comments

* add latest freeinit test from #8969

* LoraLoaderMixin -> StableDiffusionLoraLoaderMixin

* fix docs

* Update src/diffusers/utils/loading_utils.py

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* fix: variable out of scope

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-12-23 13:02:14 +05:30
Yoach Lacombe
030a134311 Stable Audio integration (#8716) 
* WIP modeling code and pipeline

* add custom attention processor + custom activation + add to init

* correct ProjectionModel forward

* add stable audio to __initèè

* add autoencoder and update pipeline and modeling code

* add half Rope

* add partial rotary v2

* add temporary modfis to scheduler

* add EDM DPM Solver

* remove TODOs

* clean GLU

* remove att.group_norm to attn processor

* revert back src/diffusers/schedulers/scheduling_dpmsolver_multistep.py

* refactor GLU -> SwiGLU

* remove redundant args

* add channel multiples in autoencoder docstrings

* changes in docsrtings and copyright headers

* clean pipeline

* further cleaning

* remove peft and lora and fromoriginalmodel

* Delete src/diffusers/pipelines/stable_audio/diffusers.code-workspace

* make style

* dummy models

* fix copied from

* add fast oobleck tests

* add brownian tree

* oobleck autoencoder slow tests

* remove TODO

* fast stable audio pipeline tests

* add slow tests

* make style

* add first version of docs

* wrap is_torchsde_available to the scheduler

* fix slow test

* test with input waveform

* add input waveform

* remove some todos

* create stableaudio gaussian projection + make style

* add pipeline to toctree

* fix copied from

* make quality

* refactor timestep_features->time_proj

* refactor joint_attention_kwargs->cross_attention_kwargs

* remove forward_chunk

* move StableAudioDitModel to transformers folder

* correct convert + remove partial rotary embed

* apply suggestions from yiyixuxu -> removing attn.kv_heads

* remove temb

* remove cross_attention_kwargs

* further removal of cross_attention_kwargs

* remove text encoder autocast to fp16

* continue removing autocast

* make style

* refactor how text and audio are embedded

* add paper

* update example code

* make style

* unify projection model forward + fix device placement

* make style

* remove fuse qkv

* apply suggestions from review

* Update src/diffusers/pipelines/stable_audio/pipeline_stable_audio.py

Co-authored-by: YiYi Xu <yixu310@gmail.com>

* make style

* smaller models in fast tests

* pass sequential offloading fast tests

* add docs for vae and autoencoder

* make style and update example

* remove useless import

* add cosine scheduler

* dummy classes

* cosine scheduler docs

* better description of scheduler

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-23 13:02:14 +05:30
Sayak Paul
3566f4b18a [Docs] credit where it's due for Lumina and Latte. (#9000) 
credit where it's due for Lumina and Latte.
 2024-12-23 13:02:14 +05:30
Álvaro Somoza
edddf3d417 [Kolors] Add IP Adapter (#8901) 
* initial draft

* apply suggestions

* fix failing test

* added ipa to img2img

* add docs

* apply suggestions
 2024-12-23 13:02:14 +05:30
Aryan
b7ddd2bb99 [core] AnimateDiff SparseCtrl (#8897) 
* initial sparse control model draft

* remove unnecessary implementation

* copy animatediff pipeline

* remove deprecated callbacks

* update

* update pipeline implementation progress

* make style

* make fix-copies

* update progress

* add partially working pipeline

* remove debug prints

* add model docs

* dummy objects

* improve motion lora conversion script

* fix bugs

* update docstrings

* remove unnecessary model params; docs

* address review comment

* add copied from to zero_module

* copy animatediff test

* add fast tests

* update docs

* update

* update pipeline docs

* fix expected slice values

* fix license

* remove get_down_block usage

* remove temporal_double_self_attention from get_down_block

* update

* update docs with org and documentation images

* make from_unet work in sparsecontrolnetmodel

* add latest freeinit test from #8969

* make fix-copies

* LoraLoaderMixin -> StableDiffsuionLoraLoaderMixin
 2024-12-23 13:02:14 +05:30
RandomGamingDev
13ef7e1b98 Added accelerator based gradient accumulation for basic_example (#8966) 
added accelerator based gradient accumulation for basic_example

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:14 +05:30
Sayak Paul
6d11129c5a [Chore] add LoraLoaderMixin to the inits (#8981) 
* introduce  to promote reusability.

* up

* add more tests

* up

* remove comments.

* fix fuse_nan test

* clarify the scope of fuse_lora and unfuse_lora

* remove space

* rewrite fuse_lora a bit.

* feedback

* copy over load_lora_into_text_encoder.

* address dhruv's feedback.

* fix-copies

* fix issubclass.

* num_fused_loras

* fix

* fix

* remove mapping

* up

* fix

* style

* fix-copies

* change to SD3TransformerLoRALoadersMixin

* Apply suggestions from code review

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* up

* handle wuerstchen

* up

* move lora to lora_pipeline.py

* up

* fix-copies

* fix documentation.

* comment set_adapters().

* fix-copies

* fix set_adapters() at the model level.

* fix?

* fix

* loraloadermixin.

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-12-23 13:02:14 +05:30
YiYi Xu
a754d9071e Revert "[LoRA] introduce LoraBaseMixin to promote reusability." (#8976) 
Revert "[LoRA] introduce LoraBaseMixin to promote reusability. (#8774)"

This reverts commit 527430d0a4.
 2024-12-23 13:02:14 +05:30
Sayak Paul
82b37a4cc3 [LoRA] introduce LoraBaseMixin to promote reusability. (#8774) 
* introduce  to promote reusability.

* up

* add more tests

* up

* remove comments.

* fix fuse_nan test

* clarify the scope of fuse_lora and unfuse_lora

* remove space

* rewrite fuse_lora a bit.

* feedback

* copy over load_lora_into_text_encoder.

* address dhruv's feedback.

* fix-copies

* fix issubclass.

* num_fused_loras

* fix

* fix

* remove mapping

* up

* fix

* style

* fix-copies

* change to SD3TransformerLoRALoadersMixin

* Apply suggestions from code review

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* up

* handle wuerstchen

* up

* move lora to lora_pipeline.py

* up

* fix-copies

* fix documentation.

* comment set_adapters().

* fix-copies

* fix set_adapters() at the model level.

* fix?

* fix

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-12-23 13:02:14 +05:30
RandomGamingDev
7f10257852 Added Code for Gradient Accumulation to work for basic_training (#8961) 
added line allowing gradient accumulation to work for basic_training example
 2024-12-23 13:02:14 +05:30
Jiwook Han
eed4531f9c Reflect few contributions on ethical_guidelines.md that were not reflected on #8294 (#8914) 
fix_ethical_guidelines.md
 2024-12-23 13:02:14 +05:30
Sayak Paul
8e76f5b6b5 [Docs] small fixes to pag guide. (#8920) 
small fixes to pag guide.
 2024-12-23 13:02:14 +05:30
Seongsu Park
0e59db02d9 🌐 [i18n-KO] Translated docs to Korean (added 7 docs and etc) (#8804) 
* remove unused docs

* add ko-18n docs

* docs typo, edit etc

* reorder list, add `in translation` in toctree

* fix minor translation

* fix docs minor tone, etc
 2024-12-23 13:02:14 +05:30
Aryan
0f2c512fb6 [docs] pipeline docs for latte (#8844) 
* add pipeline docs for latte

* add inference time to latte docs

* apply review suggestions
 2024-12-23 13:02:14 +05:30
Nguyễn Công Tú Anh
adcd3682bf add PAG support sd15 controlnet (#8820) 
* add pag support sd15 controlnet

* fix quality import

* remove unecessary import

* remove if state

* fix tests

* remove useless function

* add sd1.5 controlnet pag docs

---------

Co-authored-by: anhnct8 <anhnct8@fpt.com>
 2024-12-23 13:02:14 +05:30
Sayak Paul
0ace726d8a [Docs] add AuraFlow docs (#8851) 
* add pipeline documentation.

* add api spec for pipeline

* model documentation

* model spec
 2024-12-23 13:02:14 +05:30
Dhruv Nair
c166a0a90d Add single file loading support for AnimateDiff (#8819) 
* update

* update

* update

* update
 2024-12-23 13:02:14 +05:30
Álvaro Somoza
1028de9d9d [Core] Add Kolors (#8812) 
* initial draft
 2024-12-23 13:02:14 +05:30
Xin Ma
b8742cb946 Latte: Latent Diffusion Transformer for Video Generation (#8404) 
* add Latte to diffusers

* remove print

* remove print

* remove print

* remove unuse codes

* remove layer_norm_latte and add a flag

* remove layer_norm_latte and add a flag

* update latte_pipeline

* update latte_pipeline

* remove unuse squeeze

* add norm_hidden_states.ndim == 2: # for Latte

* fixed test latte pipeline bugs

* fixed test latte pipeline bugs

* delete sh

* add doc for latte

* add licensing

* Move Transformer3DModelOutput to modeling_outputs

* give a default value to sample_size

* remove the einops dependency

* change norm2 for latte

* modify pipeline of latte

* update test for Latte

* modify some codes for latte

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* video_length -> num_frames; update prepare_latents copied from

* make fix-copies

* make style

* typo: videe -> video

* update

* modify for Latte pipeline

* modify latte pipeline

* modify latte pipeline

* modify latte pipeline

* modify latte pipeline

* modify for Latte pipeline

* Delete .vscode directory

* make style

* make fix-copies

* add latte transformer 3d to docs _toctree.yml

* update example

* reduce frames for test

* fixed bug of _text_preprocessing

* set num frame to 1 for testing

* remove unuse print

* add text = self._clean_caption(text) again

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2024-12-23 13:02:14 +05:30
PommesPeter
2256ec51ff [Alpha-VLLM Team] Add Lumina-T2X to diffusers (#8652) 
---------

Co-authored-by: zhuole1025 <zhuole1025@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-23 13:02:14 +05:30
Sayak Paul
11c5f6bfcd Revert "[LoRA] introduce LoraBaseMixin to promote reusability." (#8773) 
Revert "[LoRA] introduce `LoraBaseMixin` to promote reusability. (#8670)"

This reverts commit a2071a1837.
 2024-12-23 13:02:14 +05:30
Sayak Paul
2686552727 [LoRA] introduce LoraBaseMixin to promote reusability. (#8670) 
* introduce  to promote reusability.

* up

* add more tests

* up

* remove comments.

* fix fuse_nan test

* clarify the scope of fuse_lora and unfuse_lora

* remove space
 2024-12-23 13:02:13 +05:30
Jiwook Han
08db291f18 Reflect few contributions on philosophy.md that were not reflected on #8294 (#8690) 
* Update philosophy.md 

Some contributions were not reflected previously, so I am resubmitting them.

* Update docs/source/ko/conceptual/philosophy.md

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

* Update docs/source/ko/conceptual/philosophy.md

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-12-23 13:02:13 +05:30
Dhruv Nair
56735380d8 Fix mistake in Single File Docs page (#8765) 
update
 2024-12-23 13:02:13 +05:30
Dhruv Nair
a039005206 Remove legacy single file model loading mixins (#8754) 
update
 2024-12-23 13:02:13 +05:30
YiYi Xu
ace869b5ac [doc] add a tip about using SDXL refiner with hunyuan-dit and pixart (#8735) 
* up

* Apply suggestions from code review

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

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-12-23 13:02:13 +05:30
Shauray Singh
5f10c18270 add PAG support for SD architecture (#8725) 
* add pag to sd pipelines
 2024-12-23 13:02:13 +05:30
Sayak Paul
23145f2d9b [Chore] remove deprecation from transformer2d regarding the output class. (#8698) 
* remove deprecation from transformer2d regarding the output class.

* up

* deprecate more
 2024-12-23 13:02:13 +05:30
XCL
f488493082 [Tencent Hunyuan Team] Add Hunyuan-DiT ControlNet Inference (#8694) 
* add controlnet support

---------

Co-authored-by: xingchaoliu <xingchaoliu@tencent.com>
Co-authored-by: yiyixuxu <yixu310@gmail,com>
 2024-12-23 13:02:13 +05:30
YiYi Xu
b078f93d6a [doc] add more about from_pipe API for PAG doc (#8701) 
* add more about from_pipe API

* Update docs/source/en/using-diffusers/pag.md

* Update docs/source/en/using-diffusers/pag.md

---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>
 2024-12-23 13:02:13 +05:30
Sayak Paul
3ecdab0995 add docs on model sharding (#8658) 
* add docs on model sharding

* add entry to _toctree.

* Apply suggestions from code review

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

* simplify wording

* add a note on transformer library handling

* move device placement section

* Update docs/source/en/training/distributed_inference.md

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-12-23 13:02:13 +05:30
Álvaro Somoza
89a6943efc [Docs] SD3 T5 Token limit doc (#8654) 
* doc for max_sequence_length

* better position and changed note to tip

* apply suggestions

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:13 +05:30
YiYi Xu
5efc438c7e add PAG support (#7944) 
* first draft


---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Junhwa Song <ethan9867@gmail.com>
Co-authored-by: Ahn Donghoon (안동훈 / suno) <suno.vivid@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-12-23 13:02:13 +05:30
Steven Liu
473acb9579 [docs] Add note for float8 (#8685) 
add note
 2024-12-23 13:02:13 +05:30
Sayak Paul
1850ad61c4 [Docs] add note on caching in fast diffusion (#8675) 
* add note on caching in fast diffusion

* formatting

* Update docs/source/en/tutorials/fast_diffusion.md

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-12-23 13:02:13 +05:30
Tolga Cangöz
f6172748c6 Errata - Fix typos and improve style (#8571) 
* Fix typos

* Fix typos & up style

* chore: Update numbers

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:13 +05:30
Tolga Cangöz
1ced1c40d8 Discourage using deprecated revision parameter (#8573) 
* Discourage using `revision`

* `make style && make quality`

* Refactor code to use 'variant' instead of 'revision'

* `revision="bf16"` -> `variant="bf16"`

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:13 +05:30
Tolga Cangöz
2c56360222 Errata - Trim trailing white space in the whole repo (#8575) 
* Trim all the trailing white space in the whole repo

* Remove unnecessary empty places

* make style && make quality

* Trim trailing white space

* trim

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:13 +05:30
Tolga Cangöz
c20d0ec72d Errata - Fix typos & improve contributing page (#8572) 
* Fix typos & improve contributing page

* `make style && make quality`

* fix typos

* Fix typo

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:13 +05:30
Sayak Paul
22ebb0ab89 [LoRA] get rid of the legacy lora remnants and make our codebase lighter (#8623) 
* get rid of the legacy lora remnants and make our codebase lighter

* fix depcrecated lora argument

* fix

* empty commit to trigger ci

* remove print

* empty
 2024-12-23 13:02:13 +05:30