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Commit Graph

356 Commits

Author SHA1 Message Date
hlky
c4a8979f30 Add beta sigmas to other schedulers and update docs (#9538) 2024-09-30 09:00:54 -10:00
hlky
b52684c3ed Add exponential sigmas to other schedulers and update docs (#9518) 2024-09-24 14:50:12 -10:00
LukeLin
2b5bc5be0b [Doc] Fix path and and also import imageio (#9506)
* Fix bug

* import imageio
2024-09-23 16:47:34 -07:00
hlky
19547a5734 Add Noise Schedule/Schedule Type to Schedulers Overview documentation (#9504)
* Add Noise Schedule/Schedule Type to Schedulers Overview docs

* Update docs/source/en/api/schedulers/overview.md

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-09-23 16:39:55 -07:00
Aryan
ba06124e4a Remove CogVideoX mentions from single file docs; Test updates (#9444)
* remove mentions from single file

* update tests

* update
2024-09-17 10:05:45 -10:00
Subho Ghosh
bb1b0fa1f9 Feature flux controlnet img2img and inpaint pipeline (#9408)
* Implemented FLUX controlnet support to Img2Img pipeline
2024-09-17 09:43:54 -10:00
suzukimain
b52119ae92 [docs] Replace runwayml/stable-diffusion-v1-5 with Lykon/dreamshaper-8 (#9428)
* [docs] Replace runwayml/stable-diffusion-v1-5 with Lykon/dreamshaper-8

Updated documentation as runwayml/stable-diffusion-v1-5 has been removed from Huggingface.

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

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

* Replace with stable-diffusion-v1-5/stable-diffusion-v1-5

* Update inpaint.md

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-09-16 10:18:45 -07:00
Yuxuan.Zhang
8336405e50 CogVideoX-5b-I2V support (#9418)
* draft Init

* draft

* vae encode image

* make style

* image latents preparation

* remove image encoder from conversion script

* fix minor bugs

* make pipeline work

* make style

* remove debug prints

* fix imports

* update example

* make fix-copies

* add fast tests

* fix import

* update vae

* update docs

* update image link

* apply suggestions from review

* apply suggestions from review

* add slow test

* make use of learned positional embeddings

* apply suggestions from review

* doc change

* Update convert_cogvideox_to_diffusers.py

* make style

* final changes

* make style

* fix tests

---------

Co-authored-by: Aryan <aryan@huggingface.co>
2024-09-16 14:46:24 +05:30
Aryan
5e1427a7da [docs] AnimateDiff FreeNoise (#9414)
* update docs

* apply suggestions from review

* Update docs/source/en/api/pipelines/animatediff.md

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

* Update docs/source/en/api/pipelines/animatediff.md

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

* Update docs/source/en/api/pipelines/animatediff.md

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

* apply suggestions from review

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-09-11 12:59:58 -07:00
Igor Filippov
a7361dccdc [Pipeline] animatediff + vid2vid + controlnet (#9337)
* add animatediff + vid2vide + controlnet

* post tests fixes

* PR discussion fixes

* update docs

* change input video to links on HF + update an example

* make quality fix

* fix ip adapter test

* fix ip adapter test input

* update ip adapter test
2024-09-09 22:48:21 +05:30
YiYi Xu
485b8bb000 refactor get_timesteps for SDXL img2img + add set_begin_index (#9375)
* refator + add begin_index

* add kolors img2img to doc
2024-09-09 06:38:22 -10:00
Vishnu V Jaddipal
249a9e48e8 Add Flux inpainting and Flux Img2Img (#9135)
---------

Co-authored-by: yiyixuxu <yixu310@gmail.com>
2024-09-04 10:31:43 -10:00
Aryan
0e6a8403f6 [core] Support VideoToVideo with CogVideoX (#9333)
* add vid2vid pipeline for cogvideox

* make fix-copies

* update docs

* fake context parallel cache, vae encode tiling

* add test for cog vid2vid

* use video link from HF docs repo

* add copied from comments; correctly rename test class
2024-09-02 16:54:58 +05:30
Aryan
e417d02811 [docs] Add a note on torchao/quanto benchmarks for CogVideoX and memory-efficient inference (#9296)
* add a note on torchao/quanto benchmarks and memory-efficient inference

* apply suggestions from review

* update

* Update docs/source/en/api/pipelines/cogvideox.md

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

* Update docs/source/en/api/pipelines/cogvideox.md

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

* add note on enable sequential cpu offload

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-08-30 13:53:25 +05:30
Steven Liu
bbcf2a8589 [docs] Add pipelines to table (#9282)
update pipelines
2024-08-27 12:15:30 +05:30
王奇勋
c1e6a32ae4 [Flux] Support Union ControlNet (#9175)
* refactor
---------

Co-authored-by: haofanwang <haofanwang.ai@gmail.com>
2024-08-25 00:24:21 -10:00
zR
960c149c77 Cogvideox-5B Model adapter change (#9203)
* draft of embedding

---------

Co-authored-by: Aryan <aryan@huggingface.co>
2024-08-22 16:03:29 -10:00
satani99
9003d75f20 Add StableDiffusionXLControlNetPAGImg2ImgPipeline (#8990)
* Added pad controlnet sdxl img2img pipeline

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
2024-08-21 07:24:22 -10:00
Tolga Cangöz
7ef8a46523 [Docs] Fix CPU offloading usage (#9207)
* chore: Fix cpu offloading usage

* Trim trailing white space

* docs: update Kolors model link in kolors.md
2024-08-18 13:12:12 -10:00
Aryan
a85b34e7fd [refactor] CogVideoX followups + tiled decoding support (#9150)
* refactor context parallel cache; update torch compile time benchmark

* add tiling support

* make style

* remove num_frames % 8 == 0 requirement

* update default num_frames to original value

* add explanations + refactor

* update torch compile example

* update docs

* update

* clean up if-statements

* address review comments

* add test for vae tiling

* update docs

* update docs

* update docstrings

* add modeling test for cogvideox transformer

* make style
2024-08-14 03:53:21 +05:30
林金鹏
cc0513091a Support SD3 controlnet inpainting (#9099)
* add controlnet inpainting pipeline

* [SD3] add controlnet inpaint example

* update example and fix code style

* fix code style with ruff

* Update controlnet_sd3.md : add control inpaint pipeline

* Update docs/source/en/api/pipelines/controlnet_sd3.md

Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update docs/source/en/api/pipelines/controlnet_sd3.md

Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update docs/source/en/api/pipelines/controlnet_sd3.md

Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py

Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update __init__.py : add sd3 control pipelines

* Update pipeline : add new param doc & check input reference.

* fix typo

* make style & make quality

* add unittest for sd3 controlnet inpaint

---------

Co-authored-by: 鹏徙 <linjinpeng.ljp@alibaba-inc.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
2024-08-13 17:30:46 +05:30
David Steinberg
ae026db7aa Fix a dead link (#9116)
Co-authored-by: Aryan <aryan@huggingface.co>
2024-08-08 18:46:50 +05:30
zR
2dad462d9b Add CogVideoX text-to-video generation model (#9082)
* add CogVideoX

---------

Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: sayakpaul <spsayakpaul@gmail.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-08-06 21:23:57 -10:00
latentCall145
9b5180cb5f Flux fp16 inference fix (#9097)
* clipping for fp16

* fix typo

* added fp16 inference to docs

* fix docs typo

* include link for fp16 investigation

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-08-07 10:54:20 +05:30
Álvaro Somoza
39e1f7eaa4 [Kolors] Add PAG (#8934)
* txt2img pag added

* autopipe added, fixed case

* style

* apply suggestions

* added fast tests, added todo tests

* revert dummy objects for kolors

* fix pag dummies

* fix test imports

* update pag tests

* add kolor pag to docs

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-08-07 09:29:52 +05:30
Dhruv Nair
e1b603dc2e [Single File] Add single file support for Flux Transformer (#9083)
* update

* update

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-08-07 08:49:57 +05:30
Ahn Donghoon (안동훈 / suno)
926daa30f9 add PAG support for Stable Diffusion 3 (#8861)
add pag sd3


---------

Co-authored-by: HyoungwonCho <jhw9811@korea.ac.kr>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: crepejung00 <jaewoojung00@naver.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>
2024-08-06 09:11:35 -10:00
Dhruv Nair
4c6152c2fb update 2024-08-06 12:00:14 +00:00
Sayak Paul
5934873b8f [Docs] add stable cascade unet doc. (#9066)
* add stable cascade unet doc.

* fix path
2024-08-05 21:28:48 +05:30
Aryan
b7058d142c 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>
2024-08-05 17:56:09 +05:30
Sayak Paul
c370b90ff1 [Flux] minor documentation fixes for flux. (#9048)
* minor documentation fixes for flux.

* clipskip

* add gist
2024-08-04 15:53:01 +05:30
Tolga Cangöz
7071b7461b 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>
2024-08-02 21:24:25 -07:00
Sayak Paul
7b98c4cc67 [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
2024-08-02 07:12:41 +05:30
Sayak Paul
27637a5402 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>
2024-08-01 11:30:52 -10:00
Aryan
05b706c003 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
2024-08-01 12:39:39 +05:30
Aryan
e5b94b4c57 [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>
2024-07-30 17:10:37 +05:30
Yoach Lacombe
69e72b1dd1 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>
2024-07-30 15:29:06 +05:30
Sayak Paul
00d8d46e23 [Docs] credit where it's due for Lumina and Latte. (#9000)
credit where it's due for Lumina and Latte.
2024-07-29 10:02:03 -07:00
Álvaro Somoza
73acebb8cf [Kolors] Add IP Adapter (#8901)
* initial draft

* apply suggestions

* fix failing test

* added ipa to img2img

* add docs

* apply suggestions
2024-07-26 14:25:44 -04:00
Aryan
5c53ca5ed8 [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
2024-07-26 17:46:05 +05:30
Sayak Paul
d87fe95f90 [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>
2024-07-26 08:59:33 +05:30
YiYi Xu
62863bb1ea Revert "[LoRA] introduce LoraBaseMixin to promote reusability." (#8976)
Revert "[LoRA] introduce LoraBaseMixin to promote reusability. (#8774)"

This reverts commit 527430d0a4.
2024-07-25 09:10:35 -10:00
Sayak Paul
527430d0a4 [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>
2024-07-25 21:40:58 +05:30
Aryan
12625c1c9c [docs] pipeline docs for latte (#8844)
* add pipeline docs for latte

* add inference time to latte docs

* apply review suggestions
2024-07-18 09:27:48 +05:30
Nguyễn Công Tú Anh
d704b3bf8c 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>
2024-07-12 15:42:56 +05:30
Sayak Paul
973a62d408 [Docs] add AuraFlow docs (#8851)
* add pipeline documentation.

* add api spec for pipeline

* model documentation

* model spec
2024-07-12 09:52:18 +02:00
Dhruv Nair
11d18f3217 Add single file loading support for AnimateDiff (#8819)
* update

* update

* update

* update
2024-07-12 09:51:57 +05:30
Álvaro Somoza
87b9db644b [Core] Add Kolors (#8812)
* initial draft
2024-07-11 06:09:17 -10:00
Xin Ma
b8cf84a3f9 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>
2024-07-11 15:06:22 +05:30
PommesPeter
98388670d2 [Alpha-VLLM Team] Add Lumina-T2X to diffusers (#8652)
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Co-authored-by: zhuole1025 <zhuole1025@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
2024-07-07 17:12:09 -10:00