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Author SHA1 Message Date
M. Tolga Cangöz
54fe1d3af8 Fix Tiling in ConsistencyDecoderVAE (#7290) 
* Fix typos

* Add docstring to `decode` method in `ConsistencyDecoderVAE`

* Fix tiling

* Enable tiled VAE decoding with customizable tile sample size and overlap factor

* Revert "Enable tiled VAE decoding with customizable tile sample size and overlap factor"

This reverts commit 181049675e.

* Add VAE tiling test for `ConsistencyDecoderVAE`

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
Sayak Paul
2c925746cd [Training utils] add kohya conversion dict. (#7435) 
* add kohya conversion dict.

* update readme

* typo

* add filename
 2024-12-23 13:02:09 +05:30
Ernie Chu
961e814290 Update train_dreambooth_lora_sd15_advanced.py (#7433) 
you cannot specify `type="bool"` and `action="store_true"` at the same time.
remove excessive and buggy `type=bool`.

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2024-12-23 13:02:09 +05:30
Marçal Comajoan Cara
0526987fef Fix broken link (#7472) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
Sayak Paul
07013b50a3 feat: support DoRA LoRA from community (#7371) 
* feat: support dora loras from community

* safe-guard dora operations under peft version.

* pop use_dora when False

* make dora lora from kohya work.

* fix: kohya conversion utils.

* add a fast test for DoRA compatibility..

* add a nightly test.
 2024-12-23 13:02:09 +05:30
Sayak Paul
aac32b04f6 [tests] skip dynamo tests when python is 3.12. (#7458) 
skip dynamo tests when python is 3.12.
 2024-12-23 13:02:09 +05:30
estelleafl
7d41741f0d Small ldm3d fix (#7464) 
* fixed typo

* updated doc to be consistent in naming

* make style/quality

* preprocessing for 4 channels and not 6

* make style

* test for 4c

* make style/quality

* fixed test on cpu

* fixed doc typo

* changed default ckpt to 4c

* Update pipeline_stable_diffusion_ldm3d.py

* fix bug

---------

Co-authored-by: Aflalo <estellea@isl-iam1.rr.intel.com>
Co-authored-by: Aflalo <estellea@isl-gpu33.rr.intel.com>
Co-authored-by: Aflalo <estellea@isl-gpu38.rr.intel.com>
 2024-12-23 13:02:09 +05:30
UmerHA
b925bda9f0 Fixed minor error in test_lora_layers_peft.py (#7394) 
* Update test_lora_layers_peft.py

* Update utils.py
 2024-12-23 13:02:09 +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
Dhruv Nair
45936f2e50 Fix for str_to_bool definition in testing utils (#7461) 
update
 2024-12-23 13:02:09 +05:30
Dhruv Nair
a58386c7e5 Additional Memory clean up for slow tests (#7436) 
* update

* update

* update
 2024-12-23 13:02:09 +05:30
Sayak Paul
1b917981da [Research Projects] ORPO diffusion for alignment (#7423) 
* barebones orpo

* remove reference model.

* full implementation

* change default of beta_orpo

* add a training command.

* fix: dataloading issues.

* interpreting the formulation.

* revert styling

* add: wds full blown version

* fix: per_gpu_batch_siz

* start debuggin

* debugging

* remove print

* fix

* remove filter keys.

* turn on non-blocking calls.

* device_placement

* let's see.

* add bigger training run command

* reinitialize generator for fair repro

* add: detailed readme and requirements

---------

Co-authored-by: Sayak Paul <sayakpaul@Sayaks-MacBook-Pro-2.local>
 2024-12-23 13:02:09 +05:30
M. Tolga Cangöz
f1b4ebfce3 [IP-Adapter] Fix IP-Adapter Support and Refactor Callback for StableDiffusionPanoramaPipeline (#7262) 
* Add properties and `IPAdapterTesterMixin` tests for `StableDiffusionPanoramaPipeline`

* Update torch manual seed to use `torch.Generator(device=device)`

* Refactor 📞🔙 to support `callback_on_step_end`

* make fix-copies
 2024-12-23 13:02:09 +05:30
Sayak Paul
bcb7fba21f Remove distutils (#7455) 
* strtobool

* replace Command from setuptools.
 2024-12-23 13:02:09 +05:30
Aryan
fbc5031b27 [refactor] Fix FreeInit behaviour (#7410) 
* fix freeinit impl

* fix progress bar

* fix progress bar and remove old code

* fix num_inference_steps==1 case for freeinit by atleast running 1 step when fast sampling enabled
 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
YiYi Xu
e6d2af229d add a "Community Scripts" section (#7358) 
* add

* add tiling

* fix

* fix

* fix

* give community script its own readme

* Update examples/community/README_community_scripts.md

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

* Update examples/community/README_community_scripts.md

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

* Update examples/community/README_community_scripts.md

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

* Update examples/community/README_community_scripts.md

---------

Co-authored-by: Alexis Rolland <alexis.rolland@ubisoft.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
Yuanhao Zhai
6cb9fd1710 fix: enable unet_3d_condition to support time_cond_proj_dim (#7364) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 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
Sayak Paul
c2c884a9e6 [LoRA test suite] refactor the test suite and cleanse it (#7316) 
* cleanse and refactor lora testing suite.

* more cleanup.

* make check_if_lora_correctly_set a utility function

* fix: typo

* retrigger ci

* style
 2024-12-23 13:02:09 +05:30
Sayak Paul
e3fd38f54d clean dep installation step in push_tests (#7382) 
* clean dep installation step in push_tests

* fix: deps
 2024-12-23 13:02:09 +05:30
Sayak Paul
dca0c39d9f [Chore] add: fives names to citations. (#7395) 
* add: four names to citations.

* add: steven
 2024-12-23 13:02:09 +05:30
Dhruv Nair
a2e9812749 Remove insecure torch.load calls (#7393) 
update
 2024-12-23 13:02:09 +05:30
Stephen
924d2e0d5a Change path to posix (modeling_utils.py) (#6781) 
* Change path to posix

* running isort

* run style and quality checks

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
laksjdjf
494c97538d Fix ControlNetModel.from_unet do not load add_embedding (#7269) 
* Fix ControlNetModel.from_unet do not load add_embedding

* delete white space in blank line

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
PJC
f251e36512 Update pipeline_controlnet_sd_xl_img2img.py (#7353) 
* Update pipeline_controlnet_sd_xl_img2img.py

fix: safetensors load error

* fix for pass test

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-23 13:02:09 +05:30
Dhruv Nair
aa6688ced4 Fix issue with prompt embeds and latents in SD Cascade Decoder with multiple image embeddings for a single prompt. (#7381) 
* fix

* update

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
Sayak Paul
b95506fc1e [LoRA] fix cross_attention_kwargs problems and tighten tests (#7388) 
* debugging

* let's see the numbers

* let's see the numbers

* let's see the numbers

* restrict tolerance.

* increase inference steps.

* shallow copy of cross_attentionkwargs

* remove print
 2024-12-23 13:02:09 +05:30
YiYi Xu
ebc455910c [scheduler] fix a bug in add_noise (#7386) 
* fix

* fix

* add a tests

* fix

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail,com>
 2024-12-23 13:02:09 +05:30
lawfordp2017
c0ca2c573e Correction for non-integral image resolutions with quantizations other than float32 (#7356) 
* Correction for non-integral image resolutions with quantizations other than float32.

* Support for training, and use of diffusers-style casting.
 2024-12-23 13:02:09 +05:30
Aryan
c0fed0e4fd [docs] Add missing copied from statements in TCD Scheduler (#7360) 
* add missing copied from statements in tcd scheduler

* update docstring

---------

Co-authored-by: Sayak Paul <spsayakpaul@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
Sayak Paul
5e61b515ed [LoRA] pop the LoRA scale so that it doesn't get propagated to the weeds (#7338) 
* pop scale from the top-level unet instead of getting it.

* improve readability.

* Apply suggestions from code review

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

* fix a little bit.

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-23 13:02:09 +05:30
M. Tolga Cangöz
c5f516a4ca Fix conditional statement in test_schedulers.py (#7323) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
M. Tolga Cangöz
448e94b39c Update loading of config from a file in test_config.py (#7344) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
M. Tolga Cangöz
992d58ea09 Use PyTorch's conventional inplace functions (#7332) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
Beinsezii
76996c3dfa Add Cascade to Auto T2I + Decoder mappings (#7362) 
* Add Cascade to Auto T2I + Decoder mappings

* ruff autofix

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 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
Sayak Paul
5c1f8b12cb [LoRA] Clean Kohya conversion utils (#7374) 
* clean up the kohya_conversion utility

* state dict assignment
 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
Anatoly Belikov
3cf03face4 delete vae and text encoders after use in SDXL training script (#6693) 
delete vae and text encoders after use

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:09 +05:30
Dhruv Nair
209efa01ac [Tests] Fix ControlNet Single File tests (#7315) 
* update

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 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
Sayak Paul
b25e428df8 Fix release workflow deps (#7339) 
* pop scale from the top-level unet instead of getting it.

* improve readability.

* fix: pypi workflow deps

* revert
 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
Sayak Paul
23b635123b add: torch to the pypi step. (#7328) 2024-12-23 13:02:09 +05:30