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Commit Graph

258 Commits

Author SHA1 Message Date
Abubakar Abid
8db3c9bc9f Adds docs for gradio.Interface.from_pipeline() (#7346)
* gradio docs

* Update docs/source/en/api/pipelines/stable_diffusion/overview.md

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

* changes

* changes

* changes

* Update docs/source/en/api/pipelines/stable_diffusion/overview.md

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-03-16 07:11:28 +05:30
Suraj Patil
b6d7e31d10 add edm schedulers in doc (#7319)
* add edm schedulers in doc

* add in toctree

* address reviewe comments
2024-03-14 11:52:25 +01:00
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
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
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
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
Steven Liu
3dd4168d4c [docs] Minor updates (#7063)
* updates

* feedback
2024-02-25 09:38:02 -08:00
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
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
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
Sayak Paul
30e5e81d58 change to 2024 in the license (#6902)
change to 2024
2024-02-08 08:19:31 -10:00
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
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
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
Dhruv Nair
fee93c81eb [Refactor] Update from single file (#6428)
* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update'

* update

* update

* update

* update

* update

* update

* up

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* up

* update

* update

* update

* update

* update'

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* clean

* update

* update

* 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
YiYi Xu
6313645b6b add StableDiffusionXLKDiffusionPipeline (#6447)
---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2024-01-09 16:29:01 -10:00
Steven Liu
3c79dd9dbe [docs] PEFT adapter API (#6499)
follow up
2024-01-09 08:09:15 -08:00
Sayak Paul
585f941366 [Core] introduce PeftAdapterMixin module. (#6416)
* introduce integrations module.

* remove duplicate methods.

* better imports.

* move to loaders.py

* remove peftadaptermixin from modelmixin.

* add: peftadaptermixin selectively.

* add: entry to _toctree

* Empty-Commit
2024-01-05 18:18:28 +05:30
Liang Hou
6ef2b8a92f Fix amused paper link (#6462) 2024-01-05 13:12:09 +01:00
Sayak Paul
e7c0af5e71 add: amused paper link. (#6453) 2024-01-04 13:44:54 +05:30
Dhruv Nair
c1e8bdf1d4 Move ControlNetXS into Community Folder (#6316)
* update

* update

* update

* update

* update

* make style

* remove docs

* update

* move to research folder.

* fix-copies

* remove _toctree entry.

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2023-12-27 08:15:23 +05:30
Will Berman
0af12f1f8a amused update links to new repo (#6344)
* amused update links to new repo

* lint
2023-12-26 22:46:28 +01:00
Will Berman
7d865ac9c6 amused other pipelines docs (#6343)
other pipelines
2023-12-26 20:20:32 +01:00
Dhruv Nair
98a2b3d2d8 Update Animatediff docs (#6341)
* update

* update

* update
2023-12-26 22:39:46 +05:30
Will Berman
4039815276 open muse (#5437)
amused

rename

Update docs/source/en/api/pipelines/amused.md

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

AdaLayerNormContinuous default values

custom micro conditioning

micro conditioning docs

put lookup from codebook in constructor

fix conversion script

remove manual fused flash attn kernel

add training script

temp remove training script

add dummy gradient checkpointing func

clarify temperatures is an instance variable by setting it

remove additional SkipFF block args

hardcode norm args

rename tests folder

fix paths and samples

fix tests

add training script

training readme

lora saving and loading

non-lora saving/loading

some readme fixes

guards

Update docs/source/en/api/pipelines/amused.md

Co-authored-by: Suraj Patil <surajp815@gmail.com>

Update examples/amused/README.md

Co-authored-by: Suraj Patil <surajp815@gmail.com>

Update examples/amused/train_amused.py

Co-authored-by: Suraj Patil <surajp815@gmail.com>

vae upcasting

add fp16 integration tests

use tuple for micro cond

copyrights

remove casts

delegate to torch.nn.LayerNorm

move temperature to pipeline call

upsampling/downsampling changes
2023-12-21 11:40:55 -08:00
Sayak Paul
5b186b7128 [Refactor] move ldm3d out of stable_diffusion. (#6263)
ldm3d.
2023-12-21 18:59:55 +05:30
Dhruv Nair
a0c54828a1 Deprecate Pipelines (#6169)
* deprecate pipe

* make style

* update

* add deprecation message

* format

* remove tests for deprecated pipelines

* remove deprecation message

* make style

* fix copies

* clean up

* clean

* clean

* clean

* clean up

* clean up

* clean up toctree

* clean up

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2023-12-18 23:08:29 +05:30
Sayak Paul
56b3b21693 [Refactor autoencoders] feat: introduce autoencoders module (#6129)
* feat: introduce autoencoders module

* more changes for styling and copy fixing

* path changes in the docs.

* fix: import structure in init.

* fix controlnetxs import
2023-12-18 12:42:15 +05:30
Steven Liu
8ccc76ab37 [docs] IP-Adapter API doc (#6140)
add ip-adapter

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2023-12-14 09:19:37 -08:00
UmerHA
e192ae08d3 Add ControlNet-XS support (#5827)
* Check in 23-10-05

* check-in 23-10-06

* check-in 23-10-07 2pm

* check-in 23-10-08

* check-in 231009T1200

* check-in 230109

* checkin 231010

* init + forward run

* checkin

* checkin

* ControlNetXSModel is now saveable+loadable

* Forward works

* checkin

* Pipeline works with `no_control=True`

* checkin

* debug: save intermediate outputs of resnet

* checkin

* Understood time error + fixed connection error

* checkin

* checkin 231106T1600

* turned off detailled debug prints

* time debug logs

* small fix

* Separated control_scale for connections/time

* simplified debug logging

* Full denoising works with control scale = 0

* aligned logs

* Added control_attention_head_dim param

* Passing n_heads instead of dim_head into ctrl unet

* Fixed ctrl midblock bug

* Cleanup

* Fixed time dtype bug

* checkin

* 1. from_unet, 2. base passed, 3. all unet params

* checkin

* Finished docstrings

* cleanup

* make style

* checkin

* more tests pass

* Fixed tests

* removed debug logs

* make style + quality

* make fix-copies

* fixed documentation

* added cnxs to doc toc

* added control start/end param

* Update controlnetxs_sdxl.md

* tried to fix copies..

* Fixed norm_num_groups in from_unet

* added sdxl-depth test

* created SD2.1 controlnet-xs pipeline

* re-added debug logs

* Adjusting group norm ; readded logs

* Added debug log statements

* removed debug logs ; started tests for sd2.1

* updated sd21 tests

* fixed tests

* fixed tests

* slightly increased error tolerance for 1 test

* make style & quality

* Added docs for CNXS-SD

* make fix-copies

* Fixed sd compile test ; fixed gradient ckpointing

* vae downs = cnxs conditioning downs; removed guess

* make style & quality

* Fixed tests

* fixed test

* Incorporated review feedback

* simplified control model surgery

* fixed tests & make style / quality

* Updated docs; deleted pip & cursor files

* Rolled back minimal change to resnet

* Update resnet.py

* Update resnet.py

* Update src/diffusers/models/controlnetxs.py

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

* Update src/diffusers/models/controlnetxs.py

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

* Incorporated review feedback

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

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

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

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

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

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

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

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

* Update src/diffusers/models/controlnetxs.py

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

* Update src/diffusers/models/controlnetxs.py

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

* Update src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs.py

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

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

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

* Update src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs_sd_xl.py

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

* Incorporated doc feedback

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
2023-12-06 23:33:47 +01:00
Steven Liu
87a09d66f3 [docs] SDXL Turbo (#6065)
api docs
2023-12-06 14:33:14 -08:00
Sayak Paul
a2bc2e14b9 [feat] allow SDXL pipeline to run with fused QKV projections (#6030)
* debug

* from step

* print

* turn sigma a list

* make str

* init_noise_sigma

* comment

* remove prints

* feat: introduce fused projections

* change to a better name

* no grad

* device.

* device

* dtype

* okay

* print

* more print

* fix: unbind -> split

* fix: qkv >-> k

* enable disable

* apply attention processor within the method

* attn processors

* _enable_fused_qkv_projections

* remove print

* add fused projection to vae

* add todos.

* add: documentation and cleanups.

* add: test for qkv projection fusion.

* relax assertions.

* relax further

* fix: docs

* fix-copies

* correct error message.

* Empty-Commit

* better conditioning on disable_fused_qkv_projections

* check

* check processor

* bfloat16 computation.

* check latent dtype

* style

* remove copy temporarily

* cast latent to bfloat16

* fix: vae -> self.vae

* remove print.

* add _change_to_group_norm_32

* comment out stuff that didn't work

* Apply suggestions from code review

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

* reflect patrick's suggestions.

* fix imports

* fix: disable call.

* fix more

* fix device and dtype

* fix conditions.

* fix more

* Apply suggestions from code review

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

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2023-12-06 07:33:26 +05:30
Parth38
8a812e4e14 Update value_guided_sampling.py (#6027)
* Update value_guided_sampling.py

Changed the scheduler step function as predict_epsilon parameter is not there in latest  DDPM Scheduler

* Update value_guided_sampling.md

Updated a link to a working notebook

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2023-12-04 10:36:25 +05:30
Patrick von Platen
b34acbdcbc [SDXL Turbo] Add some docs (#5982)
* add diffusers example

* add diffusers example

* Comment about making it faster

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

---------

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2023-11-29 19:52:07 +01:00
vahramtadevosyan
d63a498c3b [Pipeline] Add TextToVideoZeroSDXLPipeline (#4695)
* integrated sdxl for the text2video-zero pipeline

* make fix-copies

* fixed CI issues

* make fix-copies

* added docs and `copied from` statements

* added fast tests

* made a small change in docs

* quality+style check fix

* updated docs. added controlnet inference with sdxl

* added device compatibility for fast tests

* fixed docstrings

* changing vae upcasting

* remove torch.empty_cache to speed up inference

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

* made fast tests to run on dummy models only, fixed copied from statements

* fixed testing utils imports

* Added bullet points for SDXL support

* fixed formatting & quality

* Update tests/pipelines/text_to_video/test_text_to_video_zero_sdxl.py

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

* Update tests/pipelines/text_to_video/test_text_to_video_zero_sdxl.py

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

* fixed minor error for merging

* fixed updates of sdxl

* made fast tests inherit from `PipelineTesterMixin` and run in 3-4secs on CPU

* make style && make quality

* reimplemented fast tests w/o default attn processor

* make style & make quality

* make fix-copies

* make fix-copies

* fixed docs

* make style & make quality & make fix-copies

* bug fix in cross attention

* make style && make quality

* make fix-copies

* fix gpu issues

* make fix-copies

* updated pipeline signature

---------

Co-authored-by: Vahram <vahram.tadevosyan@lambda-loginnode02.cm.cluster>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
2023-11-29 16:10:43 +01:00
Charchit Sharma
6031ecbd23 added doc for Kandinsky3.0 (#5937)
* added en doc for Kandinsky3.0

* required changes

* Update docs/source/en/api/pipelines/kandinsky3.md

* Update docs/source/en/api/pipelines/kandinsky3.md

* Update docs/source/en/api/pipelines/kandinsky3.md

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2023-11-29 15:32:00 +01:00
Steven Liu
172acc98b9 [docs] Update pipeline list (#5952)
add to list
2023-11-29 14:08:39 +01:00
estelleafl
5ae3c3a56b [ldm3d] Ldm3d upscaler to community pipeline (#5870)
---------
Co-authored-by: Aflalo <estellea@isl-gpu27.rr.intel.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
2023-11-28 09:00:39 -10:00
Aryan V S
9c357bda3f Deprecate KarrasVeScheduler and ScoreSdeVpScheduler (#5269)
* deprecated: KarrasVeScheduler, ScoreSdeVpScheduler

* delete tests relevant to deprecated schedulers

* chore: run make style

* fix: import error caused due to incorrect _import_structure after deprecation

* fix: ScoreSdeVpScheduler was not importable from diffusers

* remove import added by assumption

* Update src/diffusers/schedulers/__init__.py as suggested by @patrickvonplaten

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

* make it a part deprecated

* Apply suggestions from code review

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

* Fix

* fix

* fix doc

* fix doc....again.......

* remove karras_ve test folder

Co-Authored-By: YiYi Xu <yixu310@gmail.com>

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail,com>
2023-11-27 12:33:02 +01:00
Patrick von Platen
b978334d71 [@cene555][Kandinsky 3.0] Add Kandinsky 3.0 (#5913)
* finalize

* finalize

* finalize

* add slow test

* add slow test

* add slow test

* Fix more

* add slow test

* fix more

* fix more

* fix more

* fix more

* fix more

* fix more

* fix more

* fix more

* fix more

* Better

* Fix more

* Fix more

* add slow test

* Add auto pipelines

* add slow test

* Add all

* add slow test

* add slow test

* add slow test

* add slow test

* add slow test

* Apply suggestions from code review

* add slow test

* add slow test
2023-11-24 17:46:00 +01:00