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Code Activity
3,849 Commits 740 Branches 94 Tags
00eca4b8876aef281f4cefee6adde60239fa4938
Commit Graph

693 Commits

Author SHA1 Message Date
Manuel Brack
00eca4b887 [Pipeline] Add LEDITS++ pipelines (#6074) 
* Setup LEdits++ file structure

* Fix import

* LEditsPP Stable Diffusion pipeline

* Include variable image aspect ratios

* Implement LEDITS++ for SDXL

* clean up LEditsPPPipelineStableDiffusion

* Adjust inversion output

* Added docu, more cleanup for LEditsPPPipelineStableDiffusion

* clean up LEditsPPPipelineStableDiffusionXL

* Update documentation

* Fix documentation import

* Add skeleton IF implementation

* Fix documentation typo

* Add LEDTIS docu to toctree

* Add missing title

* Finalize SD documentation

* Finalize SD-XL documentation

* Fix code style and quality

* Fix typo

* Fix return types

* added LEditsPPPipelineIF; minor changes for LEditsPPPipelineStableDiffusion and LEditsPPPipelineStableDiffusionXL

* Fix copy reference

* add documentation for IF

* Add first tests

* Fix batching for SD-XL

* Fix text encoding and perfect reconstruction for SD-XL

* Add tests for SD-XL, minor changes

* move user_mask to correct device, use cross_attention_kwargs also for inversion

* Example docstring

* Fix attention resolution for non-square images

* Refactoring for PR review

* Safely remove ledits_utils.py

* Style fixes

* Replace assertions with ValueError

* Remove LEditsPPPipelineIF

* Remove unecessary input checks

* Refactoring of CrossAttnProcessor

* Revert unecessary changes to scheduler

* Remove first progress-bar in inversion

* Refactor scheduler usage and reset

* Use imageprocessor instead of custom logic

* Fix scheduler init warning

* Fix error when running the pipeline in fp16

* Update documentation wrt perfect inversion

* Update tests

* Fix code quality and copy consistency

* Update LEditsPP import

* Remove enable/disable methods that are now in StableDiffusionMixin

* Change import in docs

* Revert import structure change

* Fix ledits imports

---------

Co-authored-by: Katharina Kornmeier <katharina.kornmeier@stud.tu-darmstadt.de>
 2024-03-13 12:43:47 +02:00
Dhruv Nair
a17d6d6858 Update Cascade documentation (#7257) 
* updates

* update

* update

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

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* update

* update

* update

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>
 2024-03-13 11:29:59 +05:30
UmerHA
3f9c746fb2 Adds denoising_end parameter to ControlNetPipeline for SDXL (#6175) 
* Initial commit

* Removed copy hints, as in original SDXLControlNetPipeline

Removed copy hints, as in original SDXLControlNetPipeline, as the `make fix-copies` seems to have issues with the @property decorator.

* Reverted changes to ControlNetXS

* Addendum to: Removed changes to ControlNetXS

* Added test+docs for mixture of denoiser

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

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

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

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>
 2024-03-08 16:42:02 -10:00
Steven Liu
1f22c98820 [docs] IP-Adapter image embedding (#7226) 
* update

* fix parameter name

* feedback

* add no mask version

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-03-08 08:49:58 -08:00
Steven Liu
f6df16cbb8 [docs] Community tips (#7137) 
* tips

* feedback

* callback only
 2024-03-07 15:17:26 -08:00
Steven Liu
3ce905c9d0 [docs] Merge LoRAs (#7213) 
* merge loras

* feedback

* torch.compile

* feedback
 2024-03-07 11:28:50 -08:00
bimsarapathiraja
f539497ab4 Remove the line. Using it create wrong output (#7075) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-03-07 10:04:31 -08:00
Kashif Rasul
40aa47b998 [Pipiline] Wuerstchen v3 aka Stable Cascasde pipeline (#6487) 
* initial diffNext v3

* move to v3 folder

* imports

* dry up the unets

* no switch_level

* fix init

* add switch_level tp config

* Fixed some things

* Added pooled text embeddings

* Initial work on adding image encoder

* changes from @dome272

* Stuff for the image encoder processing and variable naming in decoder

* fix arg name

* inference fixes

* inference fixes

* default TimestepBlock without conds

* c_skip=0 by default

* fix bfloat16 to cpu

* use config

* undo temp change

* fix gen_c_embeddings args

* change text encoding

* text encoding

* undo print

* undo .gitignore change

* Allow WuerstchenV3PriorPipeline to use the base DDPM & DDIM schedulers

* use WuerstchenV3Unet in both pipelines

* fix imports

* initial failing tests

* cleanup

* use scheduler.timesterps

* some fixes to the tests, still not fully working

* fix tests

* fix prior tests

* add dropout to the model_kwargs

* more tests passing

* update expected_slice

* initial rename

* rename tests

* rename class names

* make fix-copies

* initial docs

* autodocs

* typos

* fix arg docs

* add text_encoder info

* combined pipeline has optional image arg

* fix documentation

* Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py

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

* Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py

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

* Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py

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

* use self.config

* Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py

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

* c_in -> in_channels

* removed kwargs from unet's forward

* Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py

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

* Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* remove older callback api

* removed kwargs and fixed decoder guidance > 1

* decoder takes emeds

* check and use image_embeds

* fixed all but one decoder test

* fix decoder tests

* update callback api

* fix some more combined tests

* push combined pipeline

* initial docs

* fix doc_string

* update combined api

* no test_callback_inputs test for combined pipeline

* add optional components

* fix ordering of components

* fix combined tests

* update convert script

* Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py

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

* Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py

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

* Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py

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

* fix imports

* move effnet out of deniosing loop

* prompt_embeds_pooled only when doing guidance

* Fix repeat shape

* move StableCascadeUnet to models/unets/

* more descriptive names

* converted when numpy()

* StableCascadePriorPipelineOutput docs

* rename StableCascadeUNet

* add slow tests

* fix slow tests

* update

* update

* updated model_path

* add args for weights

* set push_to_hub to false

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

---------

Co-authored-by: Dominic Rampas <d6582533@gmail.com>
Co-authored-by: Pablo Pernias <pablo@pernias.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: 99991 <99991@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-03-06 15:07:25 +05:30
Michael
687bc27727 add TCD Scheduler (#7174) 
* add: support TCD scheduler


---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-03-04 19:43:34 -10:00
Vinh H. Pham
13f0c8b219 [Docs] Update callback.md code example (#7150) 
Update callback.md

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-03-05 08:44:19 +05:30
M. Tolga Cangöz
f4977abcd8 Fix typos (#7181) 
* Fix typos

* Fix typos

* Fix typos and update documentation in lora.md
 2024-03-04 10:28:23 -08:00
Sayak Paul
b9e1c30d0e [Docs] more elaborate example for peft torch.compile (#7161) 
more elaborate example for peft torch.compile
 2024-03-04 08:55:30 +05:30
YiYi Xu
06b01ea87e [ip-adapter] refactor prepare_ip_adapter_image_embeds and skip load image_encoder (#7016) 
* add

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-02-29 15:38:49 -10:00
M. Tolga Cangöz
f4fc75035f [Docs] Fix typos (#7131) 
* Add copyright notice to relevant files and fix typos

* Set `timestep_spacing` parameter of `StableDiffusionXLPipeline`'s scheduler to `'trailing'`.

* Update `StableDiffusionXLPipeline.from_single_file` by including EulerAncestralDiscreteScheduler with `timestep_spacing="trailing"` param.

* Update model loading method in SDXL Turbo documentation
 2024-02-29 13:03:01 -08:00
M. Tolga Cangöz
e51862bbed [Docs] Fix typos (#7118) 
Fix typos, formatting and remove trailing whitespace
 2024-02-27 12:38:00 -08:00
Steven Liu
3dd4168d4c [docs] Minor updates (#7063) 
* updates

* feedback
 2024-02-25 09:38:02 -08:00
bimsarapathiraja
66a7160f9d Change images to image. The variable images is not used anywhere (#7074) 2024-02-23 10:40:21 -10:00
YiYi Xu
6fedbd850a fix doc example for fom_single_file (#7015) 
* fix doc

* remove use_safetensors from signature

* more

---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>
 2024-02-21 19:11:21 +05:30
Dhruv Nair
baf9924be7 Fix alt text and image links in AnimateLCM docs (#7029) 
update
 2024-02-20 08:30:44 +05:30
Dhruv Nair
15b125bb0e Add section on AnimateLCM to docs (#7024) 
* update

* update

* update
 2024-02-19 22:20:37 +05:30
Fabio Rigano
eba7e7a6d7 IP-Adapter attention masking (#6847) 
* Add attention masking to attn processors

* Update tensor conversion

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-02-18 18:06:14 -10:00
Steven Liu
3a7e481611 [docs] Video generation (#6701) 
* first draft

* fix path

* fix path

* i2vgen-xl

* review

* modelscopet2v

* feedback
 2024-02-16 16:35:37 -08:00
Steven Liu
d649d6c6f3 [docs] Fix callout (#6998) 
Update ip_adapter.md
 2024-02-16 10:37:12 -10:00
Sayak Paul
e6d1728e0a [IP Adapters] feat: allow low_cpu_mem_usage in ip adapter loading (#6946) 
* feat: allow low_cpu_mem_usage in ip adapter loading

* reduce the number of device placements.

* documentation.

* throw low_cpu_mem_usage warning only once from the main entry point.
 2024-02-15 15:37:17 +05:30
Steven Liu
9efe1e52c3 [docs] IP-Adapter (#6897) 
* use cases

* first draft

* fix image links

* lcm-lora

* feedback

* review

* feedback

* feedback
 2024-02-14 13:23:37 -08:00
Younes Belkada
0ca7b68198 [PEFT / docs] Add a note about torch.compile (#6864) 
* Update using_peft_for_inference.md

* add more explanation
 2024-02-14 02:29:29 +01:00
Steven Liu
0a1daadef8 [docs] Community pipelines (#6929) 
fix
 2024-02-12 10:38:13 -08:00
Sayak Paul
30e5e81d58 change to 2024 in the license (#6902) 
change to 2024
 2024-02-08 08:19:31 -10:00
Félix Sanz
17612de451 fix: typo in callback function name and property (#6834) 
* fix: callback function name is incorrect

On this tutorial there is a function defined and then used inside `callback_on_step_end` argument, but the name was not correct (mismatch)

* fix: typo in num_timestep (correct is num_timesteps)

fixed property name
 2024-02-06 12:05:40 -08:00
Dhruv Nair
f09ca909c8 Multiple small fixes to Video Pipeline docs (#6805) 
* update

* update

* update

* Update src/diffusers/pipelines/i2vgen_xl/pipeline_i2vgen_xl.py

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

* update

* update

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-02-05 07:24:38 +05:30
Sayak Paul
04cd6adf8c [Feat] add I2VGenXL for image-to-video generation (#6665) 
---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-01-31 10:38:51 -10:00
YiYi Xu
2e8d18e699 [IP-Adapter] Support multiple IP-Adapters (#6573) 
---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Alvaro Somoza <somoza.alvaro@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2024-01-31 07:11:15 -10:00
Dhruv Nair
56bea6b4a1 Add PIA Model/Pipeline (#6698) 
* update

* update

* updaet

* add tests and docs

* clean up

* add to toctree

* fix copies

* pr review feedback

* fix copies

* fix tests

* update docs

* update

* update

* update docs

* update

* update

* update

* update
 2024-01-31 18:00:17 +02:00
Sayak Paul
8d7dc85312 add note about serialization (#6764) 2024-01-31 12:45:40 +05:30
xhedit
7f58a76f48 Update lora.md with a more accurate description of rank (#6724) 
* Update lora.md with a more accurate description of rank

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

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-01-29 09:41:51 -08:00
Sayak Paul
09b7bfce91 [Core] move transformer scripts to transformers modules (#6747) 
* move transformer scripts to transformers modules

* move transformer model test

* move prior transformer test to  directory

* fix doc path

* correct doc path

* add: __init__.py
 2024-01-29 22:28:28 +05:30
Aryan V S
9e72016468 [docs] AnimateDiff Video-to-Video (#6712) 
* add animatediff vid2vid to docs

* 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>
 2024-01-25 17:51:43 -08:00
Steven Liu
87bfbc320d [docs] UViT2D (#6643) 
* uvit2d

* fix

* fix?

* add correct paper

* fix paths

* update abstract
 2024-01-25 09:37:28 -08:00
Aryan V S
a517f665a4 AnimateDiff Video to Video (#6328) 
* begin animatediff img2video and video2video

* revert animatediff to original implementation

* add img2video as pipeline

* update

* add vid2vid pipeline

* update imports

* update

* remove copied from line for check_inputs

* update

* update examples

* add multi-batch support

* fix __init__.py files

* move img2vid to community

* update community readme and examples

* fix

* make fix-copies

* add vid2vid batch params

* apply suggestions from review

Co-Authored-By: Dhruv Nair <dhruv.nair@gmail.com>

* add test for animatediff vid2vid

* torch.stack -> torch.cat

Co-Authored-By: Dhruv Nair <dhruv.nair@gmail.com>

* make style

* docs for vid2vid

* update

* fix prepare_latents

* fix docs

* remove img2vid

* update README to :main

* remove slow test

* refactor pipeline output

* update docs

* update docs

* merge community readme from :main

* final fix i promise

* add support for url in animatediff example

* update example

* update callbacks to latest implementation

* Update src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Update src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* fix merge

* Apply suggestions from code review

* remove callback and callback_steps as suggested in review

* Update tests/pipelines/animatediff/test_animatediff_video2video.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* fix import error caused due to unet refactor in #6630

* fix numpy import error after tensor2vid refactor in #6626

* make fix-copies

* fix numpy error

* fix progress bar test

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2024-01-24 18:22:26 +05:30
Yasuna
0eb68d9ddb [Docs] update: tutorials ja | AUTOPIPELINE.md (#6629) 
* add en file

* translate 1-118 lines

* add text

* add toctree

* fix

* fix typo

* fix link
 2024-01-23 09:19:55 -08:00
Dhruv Nair
fee93c81eb [Refactor] Update from single file (#6428) 
* update

* update

* update

* update

* update

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* update'

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* up

* update

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* up

* update

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* update'

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* clean

* update

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* clean up

* clean up

* update

* clean

* clean

* update

* updaet

* clean up

* fix docs

* update

* update

* Revert "update"

This reverts commit dbfb8f1ea9.

* update

* update

* update

* update

* fix controlnet

* fix scheduler

* fix controlnet tests
 2024-01-23 14:42:03 +05:30
Sayak Paul
1f0705adcf [Big refactor] move unets to unets module 🦋 (#6630) 
* move unets to  module 🦋

* parameterize unet-level import.

* fix flax unet2dcondition model import

* models __init__

* mildly depcrecating models.unet_2d_blocks in favor of models.unets.unet_2d_blocks.

* noqa

* correct depcrecation behaviour

* inherit from the actual classes.

* Empty-Commit

* backwards compatibility for unet_2d.py

* backward compatibility for unet_2d_condition

* bc for unet_1d

* bc for unet_1d_blocks
 2024-01-23 08:57:58 +05:30
Steven Liu
5ca062e011 [docs] Fix missing API function (#6604) 
fix?
 2024-01-17 13:59:09 -08:00
Aryan V S
9112028ed8 FreeInit (#6315) 
* freeinit

* update freeinit implementation based on review

Co-Authored-By: Dhruv Nair <dhruv.nair@gmail.com>

* fix

* another fix

* refactor

* fix timesteps missing bug

* apply suggestions from review

Co-Authored-By: Dhruv Nair <dhruv.nair@gmail.com>

* add test for freeinit

* apply suggestions from review

Co-Authored-By: Dhruv Nair <dhruv.nair@gmail.com>

* refactor

* fix test

* fix tensor not on same device

* update

* remove return_intermediate_results

* fix broken freeinit test

* update animatediff docs

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-01-17 17:17:07 +05:30
Bhavay Malhotra
dd63168319 Update installation.md (#6438) 
* Update installation.md

* Update installation.md

* Update installation.md
 2024-01-16 13:41:38 -08:00
Sayak Paul
49a4b377c1 remove omegaconf from the residues 👋 (#6600) 
remove omegaconf 👋
 2024-01-16 21:55:41 +05:30
JuanCarlosPi
dff35a86e4 Change in ip-adapter docs. CLIPVisionModelWithProjection should be im… (#6597) 
Change in ip-adapter docs. CLIPVisionModelWithProjection should be imported from transformers, not diffusers
 2024-01-16 08:18:13 -08:00
Patrick von Platen
357855f8fc [Docs] Fix controlnet indent (#6578) 2024-01-15 18:12:55 +02:00
Steven Liu
a551ddf928 [docs] mask_blur and padding_mask_crop (#6498) 
new inpaint features
 2024-01-10 08:14:34 -08:00
Steven Liu
1d57892980 [docs] Callbacks (#6471) 
edits
 2024-01-10 08:14:07 -08:00