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922 Commits

Author SHA1 Message Date
Steven Liu
de414618ba [docs] Refactor image quality docs (#7758) 
* refactor

* code snippets

* fix path

* fix path in guide

* code outputs

* align toctree title

* title

* fix title
 2024-12-23 13:02:11 +05:30
Steven Liu
bebfb61c5c [docs] Reproducible pipelines (#7769) 
* reproducibility

* feedback

* feedback

* fix path

* github link
 2024-12-23 13:02:11 +05:30
Steven Liu
ed20a5ac49 [docs] Clean up toctree (#7715) 
* toctree

* optim

* feedback

* improve overview
 2024-12-23 13:02:11 +05:30
Jenyuan-Huang
4ec19bc3d5 Support InstantStyle (#7668) 
* enable control ip-adapter per-transformer block on-the-fly

---------

Co-authored-by: sayakpaul <spsayakpaul@gmail.com>
Co-authored-by: ResearcherXman <xhs.research@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-23 13:02:10 +05:30
Steven Liu
1cce2c1c25 [docs] AutoPipeline (#7714) 
* autopipeline

* edits

* feedback

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:10 +05:30
Fabio Rigano
c5a2b97bff Move IP Adapter Face ID to core (#7186) 
* Switch to peft and multi proj layers

* Move Face ID loading and inference to core

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:10 +05:30
Steven Liu
2bed2f4c45 [docs] Pipeline loading (#7684) 
* pipelines

* schedulers and models

* community pipelines

* feedback
 2024-12-23 13:02:10 +05:30
Wentian
ff3e9587d9 [Docs] Update TGATE in section optimization. (#7698) 
Update tgate.md
 2024-12-23 13:02:10 +05:30
Wentian
92125c6887 [Docs] Add TGATE in section optimization (#7639) 
* Create tgate.md

* Update _toctree.yml

* Update docs/source/en/optimization/tgate.md

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

* Update docs/source/en/optimization/tgate.md

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

* Update docs/source/en/optimization/tgate.md

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

* Update docs/source/en/optimization/tgate.md

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

* Update docs/source/en/optimization/tgate.md

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

* Update docs/source/en/optimization/tgate.md

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

* Update docs/source/en/optimization/tgate.md

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

* Update docs/source/en/optimization/tgate.md

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

* Update docs/source/en/optimization/tgate.md

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

* Update docs/source/en/optimization/tgate.md

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

* Update tgate.md

* Update tgate.md

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-12-23 13:02:10 +05:30
UmerHA
d7895dfa9d Fixing implementation of ControlNet-XS (#6772) 
* CheckIn - created DownSubBlocks

* Added extra channels, implemented subblock fwd

* Fixed connection sizes

* checkin

* Removed iter, next in forward

* Models for SD21 & SDXL run through

* Added back pipelines, cleared up connections

* Cleaned up connection creation

* added debug logs

* updated logs

* logs: added input loading

* Update umer_debug_logger.py

* log: Loading hint

* Update umer_debug_logger.py

* added logs

* Changed debug logging

* debug: added more logs

* Fixed num_norm_groups

* Debug: Logging all of SDXL input

* Update umer_debug_logger.py

* debug: updated logs

* checkim

* Readded tests

* Removed debug logs

* Fixed Slow Tests

* Added value ckecks | Updated model_cpu_offload_seq

* accelerate-offloading works ; fast tests work

* Made unet & addon explicit in controlnet

* Updated slow tests

* Added dtype/device to ControlNetXS

* Filled in test model paths

* Added image_encoder/feature_extractor to XL pipe

* Fixed fast tests

* Added comments and docstrings

* Fixed copies

* Added docs ; Updates slow tests

* Moved changes to UNetMidBlock2DCrossAttn

* tiny cleanups

* Removed stray prints

* Removed ip adapters + freeU

- Removed ip adapters + freeU as they don't make sense for ControlNet-XS
- Fixed imports of UNet components

* Fixed test_save_load_float16

* Make style, quality, fix-copies

* Changed loading/saving API for ControlNetXS

- Changed loading/saving API for ControlNetXS
- other small fixes

* Removed ControlNet-XS from research examples

* Make style, quality, fix-copies

* Small fixes

- deleted ControlNetXSModel.init_original
- added time_embedding_mix to StableDiffusionControlNetXSPipeline .from_pretrained / StableDiffusionXLControlNetXSPipeline.from_pretrained
- fixed copy hints

* checkin May 11 '23

* CheckIn Mar 12 '24

* Fixed tests for SD

* Added tests for UNetControlNetXSModel

* Fixed SDXL tests

* cleanup

* Delete Pipfile

* CheckIn Mar 20

Started replacing sub blocks  by `ControlNetXSCrossAttnDownBlock2D` and `ControlNetXSCrossAttnUplock2D`

* check-in Mar 23

* checkin 24 Mar

* Created init for UNetCnxs and CnxsAddon

* CheckIn

* Made from_modules, from_unet and no_control work

* make style,quality,fix-copies & small changes

* Fixed freezing

* Added gradient ckpt'ing; fixed tests

* Fix slow tests(+compile) ; clear naming confusion

* Don't create UNet in init ; removed class_emb

* Incorporated review feedback

- Deleted get_base_pipeline /  get_controlnet_addon for pipes
- Pipes inherit from StableDiffusionXLPipeline
- Made module dicts for cnxs-addon's down/mid/up classes
- Added support for qkv fusion and freeU

* Make style, quality, fix-copies

* Implemented review feedback

* Removed compatibility check for vae/ctrl embedding

* make style, quality, fix-copies

* Delete Pipfile

* Integrated review feedback

- Importing ControlNetConditioningEmbedding now
- get_down/mid/up_block_addon now outside class
- renamed `do_control` to `apply_control`

* Reduced size of test tensors

For this, added `norm_num_groups` as parameter everywhere

* Renamed cnxs-`Addon` to cnxs-`Adapter`

- `ControlNetXSAddon` -> `ControlNetXSAdapter`
- `ControlNetXSAddonDownBlockComponents` -> `DownBlockControlNetXSAdapter`, and similarly for mid/up
- `get_mid_block_addon` -> `get_mid_block_adapter`, and similarly for mid/up

* Fixed save_pretrained/from_pretrained bug

* Removed redundant code

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-12-23 13:02:10 +05:30
Steven Liu
9b5e666e73 [docs] T2I (#7623) 
* refactor t2i

* add code snippets
 2024-12-23 13:02:10 +05:30
Steven Liu
f32af25416 [docs] Prompt enhancer (#7565) 
* prompt enhance

* edits

* align titles

* feedback

* feedback

* feedback

* link to style
 2024-12-23 13:02:10 +05:30
Sayak Paul
4dc77c29e6 [docs] remove duplicate tip block. (#7625) 
remove duplicate tip block.
 2024-12-23 13:02:10 +05:30
Sayak Paul
b5585c875d [Core] add "balanced" device_map support to pipelines (#6857) 
* get device <-> component mapping when using multiple gpus.

* condition the device_map bits.

* relax condition

* device_map progress.

* device_map enhancement

* some cleaning up and debugging

* Apply suggestions from code review

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* incorporate suggestions from PR.

* remove multi-gpu condition for now.

* guard check the component -> device mapping

* fix: device_memory variable

* dispatching transformers model to have force_hooks=True

* better guarding for transformers device_map

* introduce support balanced_low_memory and balanced_ultra_low_memory.

* remove device_map patch.

* fix: intermediate variable scoping.

* fix: condition in cpu offload.

* fix: flax class restrictions.

* remove modifications from cpu_offload and model_offload

* incorporate changes.

* add a simple forward pass test

* add: torch_device in get_inputs()

* add: tests

* remove print

* safe-guard to(), model offloading and cpu offloading when balanced is used as a device_map.

* style

* remove .

* safeguard device_map with more checks and remove invalid device_mapping strategues.

* make  a class attribute and adjust tests accordingly.

* fix device_map check

* fix test

* adjust comment

* fix: device_map attribute

* fix: dispatching.

* max_memory test for pipeline

* version guard the tests

* fix guard.

* address review feedback.

* reset_device_map method.

* add: test for reset_hf_device_map

* fix a couple things.

* add reset_device_map() in the error message.

* add tests for checking reset_device_map doesn't have unintended consequences.

* fix reset_device_map and offloading tests.

* create _get_final_device_map utility.

* hf_device_map -> _hf_device_map

* add documentation

* add notes suggested by Marc.

* styling.

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* move updates within gpu condition.

* other docs related things

* note on ignore a device not specified in .

* provide a suggestion if device mapping errors out.

* fix: typo.

* _hf_device_map -> hf_device_map

* Empty-Commit

* add: example hf_device_map.

---------

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
 2024-12-23 13:02:10 +05:30
Junjie
14b463902c [Docs] fix bugs in callback docs (#7594) 2024-12-23 13:02:10 +05:30
Nguyễn Công Tú Anh
a171b19fb5 Add AudioLDM2 TTS (#5381) 
* add audioldm2 tts

* change gpt2 max new tokens

* remove unnecessary pipeline and class

* add TTS to AudioLDM2Pipeline

* add TTS docs

* delete unnecessary file

* remove unnecessary import

* add audioldm2 slow testcase

* fix code quality

* remove AudioLDMLearnablePositionalEmbedding

* add variable check vits encoder

* add use_learned_position_embedding

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-12-23 13:02:10 +05:30
YiYi Xu
aa2f59fd64 add a from_pipe method to DiffusionPipeline (#7241) 
* add from_pipe



---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-12-23 13:02:10 +05:30
UmerHA
16e445a49f Implements Blockwise lora (#7352) 
* Initial commit

* Implemented block lora

- implemented block lora
- updated docs
- added tests

* Finishing up

* Reverted unrelated changes made by make style

* Fixed typo

* Fixed bug + Made text_encoder_2 scalable

* Integrated some review feedback

* Incorporated review feedback

* Fix tests

* Made every module configurable

* Adapter to new lora test structure

* Final cleanup

* Some more final fixes

- Included examples in `using_peft_for_inference.md`
- Added hint that only attns are scaled
- Removed NoneTypes
- Added test to check mismatching lens of adapter names / weights raise error

* Update using_peft_for_inference.md

* Update using_peft_for_inference.md

* Make style, quality, fix-copies

* Updated tutorial;Warning if scale/adapter mismatch

* floats are forwarded as-is; changed tutorial scale

* make style, quality, fix-copies

* Fixed typo in tutorial

* Moved some warnings into `lora_loader_utils.py`

* Moved scale/lora mismatch warnings back

* Integrated final review suggestions

* Empty commit to trigger CI

* Reverted emoty commit to trigger CI

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:10 +05:30
M. Tolga Cangöz
9feab900e2 [Docs] Fix typos (#7451) 
* Fix typos

* Fix typos

* Fix typos

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
Sayak Paul
a48c41f4c7 add: space for calculating memory usagee. (#7414) 
* add: space for calculating memory usahe.

* Update docs/source/en/using-diffusers/loading.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 13:02:09 +05:30
Sayak Paul
99dd106e5e [Docs] add missing output image (#7425) 
add missing output image
 2024-12-23 13:02:09 +05:30
sayakpaul
fec596ddf1 Revert "add: space within docs to calculate mememory usage." 
This reverts commit 78990dd960.
 2024-12-23 13:02:09 +05:30
sayakpaul
634c467193 add: space within docs to calculate mememory usage. 2024-12-23 13:02:09 +05:30
M. Tolga Cangöz
651dac5447 Fix typos (#7411) 
* Fix typos

* Fix typo in SVD.md
 2024-12-23 13:02:09 +05:30
Sayak Paul
8d9dadaa64 [Custom Pipelines with Custom Components] fix multiple things (#7304) 
* checking to improve pipelines.

* more fixes.

* add: tip to encourage the usage of revision

* Apply suggestions from code review

* retrigger ci

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-23 13:02:09 +05:30
Dhruv Nair
636c99afc2 Add FreeInit Outputs to Docs Page (#7384) 
* update

* fix
 2024-12-23 13:02:09 +05:30
M. Tolga Cangöz
950c7085f5 Update access of configuration attributes (#7343) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
M. Tolga Cangöz
4e546762ab Fix Typos (#7325) 
* Fix PyTorch's convention for inplace functions

* Fix import structure in __init__.py and update config loading logic in test_config.py

* Update configuration access

* Fix typos

* Trim trailing white spaces

* Fix typo in logger name

* Revert "Fix PyTorch's convention for inplace functions"

This reverts commit f65dc4afcb.

* Fix typo in step_index property description

* Revert "Update configuration access"

This reverts commit 8d44e870b8.

* Revert "Fix import structure in __init__.py and update config loading logic in test_config.py"

This reverts commit 2ad5e8bca2.

* Fix typos

* Fix typos

* Fix typos

* Fix a typo: tranform -> transform
 2024-12-23 13:02:09 +05:30
Sayak Paul
08a03e1641 post-release v0.27.0 (#7329) 
* post-release

* quality
 2024-12-23 13:02:09 +05:30
Abubakar Abid
e272342f3e 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>
 2024-12-23 13:02:09 +05:30
Suraj Patil
c7c339555c add edm schedulers in doc (#7319) 
* add edm schedulers in doc

* add in toctree

* address reviewe comments
 2024-12-23 13:02:09 +05:30
Michael
f08278b391 Add Intro page of TCD (#7259) 
* add tcd intro

* resolve repos

* Apply suggestions from code review

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

* revise NFEs related

* change inpainting location

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-12-23 13:02:09 +05:30
Manuel Brack
87c83dd381 [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>
 2024-12-23 13:02:09 +05:30
Dhruv Nair
8a422df965 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>
 2024-12-23 13:02:09 +05:30
UmerHA
c5c113369b 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>
 2024-12-23 13:02:09 +05:30
Steven Liu
6b2f8109bc [docs] IP-Adapter image embedding (#7226) 
* update

* fix parameter name

* feedback

* add no mask version

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
Steven Liu
9d10e629af [docs] Community tips (#7137) 
* tips

* feedback

* callback only
 2024-12-23 13:02:08 +05:30
Steven Liu
19d9e7d5d9 [docs] Merge LoRAs (#7213) 
* merge loras

* feedback

* torch.compile

* feedback
 2024-12-23 13:02:08 +05:30
bimsarapathiraja
e5b4915090 Remove the line. Using it create wrong output (#7075) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:08 +05:30
Kashif Rasul
48d4cc94b0 [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>
 2024-12-23 13:02:08 +05:30
Michael
6568ee3076 add TCD Scheduler (#7174) 
* add: support TCD scheduler


---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:08 +05:30
Vinh H. Pham
eb3c60cbde [Docs] Update callback.md code example (#7150) 
Update callback.md

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:08 +05:30
M. Tolga Cangöz
06de6e0b0f Fix typos (#7181) 
* Fix typos

* Fix typos

* Fix typos and update documentation in lora.md
 2024-12-23 13:02:08 +05:30
Sayak Paul
ba756dd5ea [Docs] more elaborate example for peft torch.compile (#7161) 
more elaborate example for peft torch.compile
 2024-12-23 13:02:08 +05:30
YiYi Xu
f38417fe30 [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>
 2024-12-23 13:02:08 +05:30
M. Tolga Cangöz
a3c115949d [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
 2024-12-23 13:02:08 +05:30
M. Tolga Cangöz
59ed616c16 [Docs] Fix typos (#7118) 
Fix typos, formatting and remove trailing whitespace
 2024-12-23 13:02:08 +05:30
Steven Liu
d6e432c38a [docs] Minor updates (#7063) 
* updates

* feedback
 2024-12-23 13:02:08 +05:30
bimsarapathiraja
85e57454a0 Change images to image. The variable images is not used anywhere (#7074) 2024-12-23 13:02:08 +05:30
YiYi Xu
cae3e45cbb fix doc example for fom_single_file (#7015) 
* fix doc

* remove use_safetensors from signature

* more

---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>
 2024-12-23 13:02:08 +05:30