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47 Commits

Author SHA1 Message Date
Sayak Paul
10e820a2dd post release 0.36.0 (#12804)
* post release 0.36.0

* Apply style fixes

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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2025-12-11 22:01:59 +05:30
Sayak Paul
7a2b78bf0f post release v0.35.0 (#12184)
* post release v0.35.0

* quality
2025-08-19 22:10:08 +05:30
Sayak Paul
c9c8217306 [chore] complete the licensing statement. (#12001)
complete the licensing statement.
2025-08-11 22:15:15 +05:30
Álvaro Somoza
edcbe8038b Fix huggingface-hub failing tests (#11994)
* login

* more logins

* uploads

* missed login

* another missed login

* downloads

* examples and more logins

* fix

* setup

* Apply style fixes

* fix

* Apply style fixes
2025-07-29 02:34:58 -04:00
Sayak Paul
10c36e0b78 [chore] post release v0.34.0 (#11800)
* post release v0.34.0

* code quality

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Co-authored-by: YiYi Xu <yixu310@gmail.com>
2025-06-26 06:56:46 +05:30
Aryan
a4df8dbc40 Update more licenses to 2025 (#11746)
update
2025-06-19 07:46:01 +05:30
Sayak Paul
62cce3045d [chore] change to 2025 licensing for remaining (#11741)
change to 2025 licensing for remaining
2025-06-18 20:56:00 +05:30
Quentin Gallouédec
c8bb1ff53e Use HF Papers (#11567)
* Use HF Papers

* Apply style fixes

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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2025-05-19 06:22:33 -10:00
co63oc
86294d3c7f Fix typos in docs and comments (#11416)
* Fix typos in docs and comments

* Apply style fixes

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2025-04-30 20:30:53 -10:00
co63oc
f00a995753 Fix typos in strings and comments (#11407) 2025-04-24 08:53:47 -10:00
Sayak Paul
4b868f14c1 post release 0.33.0 (#11255)
* post release

* update

* fix deprecations

* remaining

* update

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Co-authored-by: YiYi Xu <yixu310@gmail.com>
2025-04-15 06:50:08 -10:00
Dhruv Nair
edc154da09 Update Ruff to latest Version (#10919)
* update

* update

* update

* update
2025-04-09 16:51:34 +05:30
Sayak Paul
4ace7d0483 [chore] change licensing to 2025 from 2024. (#10615)
change licensing to 2025 from 2024.
2025-01-20 16:57:27 -10:00
Sayak Paul
92933ec36a [chore] post release 0.32.0 (#10361)
* post release 0.32.0

* stylew
2024-12-23 10:03:34 -10:00
Sayak Paul
e45c25d03a post-release 0.31.0 (#9742)
* post-release

* style
2024-10-22 20:42:30 +05:30
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

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-09-16 10:18:45 -07:00
Álvaro Somoza
82058a5413 post release 0.30.0 (#9173)
* post release

* fix quality
2024-08-14 12:55:55 +05:30
Vinh H. Pham
b9d52fca1d [train_lcm_distill_lora_sdxl.py] Fix the LR schedulers when num_train_epochs is passed in a distributed training env (#8446)
fix num_train_epochs

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-06-24 14:09:28 +05:30
Sayak Paul
2e4841ef1e post release 0.29.0 (#8492)
post release
2024-06-13 06:14:20 -10:00
Tolga Cangöz
98730c5dd7 Errata (#8322)
* Fix typos

* Trim trailing whitespaces

* Remove a trailing whitespace

* chore: Update MarigoldDepthPipeline checkpoint to prs-eth/marigold-lcm-v1-0

* Revert "chore: Update MarigoldDepthPipeline checkpoint to prs-eth/marigold-lcm-v1-0"

This reverts commit fd742b30b4.

* pokemon -> naruto

* `DPMSolverMultistep` -> `DPMSolverMultistepScheduler`

* Improve Markdown stylization

* Improve style

* Improve style

* Refactor pipeline variable names for consistency

* up style
2024-06-05 13:59:09 -07:00
Sayak Paul
581d8aacf7 post release v0.28.0 (#8286)
* post release v0.28.0

* style
2024-05-29 07:13:22 +05:30
Alphin Jain
1221b28eac Fix AttributeError in train_lcm_distill_lora_sdxl_wds.py (#7923)
Fix conditional teacher model check in train_lcm_distill_lora_sdxl_wds.py

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-05-16 15:49:54 +05:30
Mark Van Aken
be4afa0bb4 #7535 Update FloatTensor type hints to Tensor (#7883)
* find & replace all FloatTensors to Tensor

* apply formatting

* Update torch.FloatTensor to torch.Tensor in the remaining files

* formatting

* Fix the rest of the places where FloatTensor is used as well as in documentation

* formatting

* Update new file from FloatTensor to Tensor
2024-05-10 09:53:31 -10:00
Bagheera
8edaf3b79c 7879 - adjust documentation to use naruto dataset, since pokemon is now gated (#7880)
* 7879 - adjust documentation to use naruto dataset, since pokemon is now gated

* replace references to pokemon in docs

* more references to pokemon replaced

* Japanese translation update

---------

Co-authored-by: bghira <bghira@users.github.com>
2024-05-07 09:36:39 -07:00
dg845
0bee4d336b LCM Distill Scripts Fix Bug when Initializing Target U-Net (#6848)
* Initialize target_unet from unet rather than teacher_unet so that we correctly add time_embedding.cond_proj if necessary.

* Use UNet2DConditionModel.from_config to initialize target_unet from unet's config.

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-04-11 07:52:12 -10:00
Bagheera
8e963d1c2a 7529 do not disable autocast for cuda devices (#7530)
* 7529 do not disable autocast for cuda devices

* Remove typecasting error check for non-mps platforms, as a correct autocast implementation makes it a non-issue

* add autocast fix to other training examples

* disable native_amp for dreambooth (sdxl)

* disable native_amp for pix2pix (sdxl)

* remove tests from remaining files

* disable native_amp on huggingface accelerator for every training example that uses it

* convert more usages of autocast to nullcontext, make style fixes

* make style fixes

* style.

* Empty-Commit

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Co-authored-by: bghira <bghira@users.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-04-02 20:15:06 +05:30
Sayak Paul
76de6a09fb post-release v0.27.0 (#7329)
* post-release

* quality
2024-03-18 10:52:20 +05:30
Sayak Paul
4fbd310fd2 [Chore] switch to logger.warning (#7289)
switch to logger.warning
2024-03-13 06:56:43 +05:30
Sayak Paul
7c8cab313e post release 0.26.2 (#6885)
* post release

* style

* Empty-Commit

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Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2024-02-09 07:36:38 -10:00
Sayak Paul
159885adc6 correct hub_token exposition behaviour (thanks to @bghira). (#6918) 2024-02-08 18:38:27 -10:00
Sayak Paul
30e5e81d58 change to 2024 in the license (#6902)
change to 2024
2024-02-08 08:19:31 -10:00
Srimanth Agastyaraju
a11b0f83b7 Fix: training resume from fp16 for SDXL Consistency Distillation (#6840)
* Fix: training resume from fp16 for lcm distill lora sdxl

* Fix coding quality - run linter

* Fix 1 - shift mixed precision cast before optimizer

* Fix 2 - State dict errors by removing load_lora_into_unet

* Update train_lcm_distill_lora_sdxl.py - Revert default cache dir to None

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-02-08 11:09:29 +05:30
Sayak Paul
a080f0d3a2 [Training Utils] create a utility for casting the lora params during training. (#6553)
create a utility for casting the lora params during training.
2024-01-15 13:51:13 +05:30
dg845
17cece072a Fix bug in LCM Distillation Scripts when args.unet_time_cond_proj_dim is used (#6523)
* Fix bug where unet's time_cond_proj_dim is not set correctly if using args.unet_time_cond_proj_dim.

* make style
2024-01-11 08:21:07 +05:30
Sayak Paul
9d945b2b90 0.25.0 post release (#6358)
* post release

* style

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2024-01-05 16:13:27 +05:30
dg845
f3d1333e02 Improve LCM(-LoRA) Distillation Scripts (#6420)
* Make WDS pipeline interpolation type configurable.

* Make the VAE encoding batch size configurable.

* Make lora_alpha and lora_dropout configurable for LCM LoRA scripts.

* Generalize scalings_for_boundary_conditions function and make the timestep scaling configurable.

* Make LoRA target modules configurable for LCM-LoRA scripts.

* Move resolve_interpolation_mode to src/diffusers/training_utils.py and make interpolation type configurable in non-WDS script.

* apply suggestions from review
2024-01-05 06:55:13 +05:30
Sayak Paul
1ac07d8a8d [Training examples] Follow up of #6306 (#6346)
* add to dreambooth lora.

* add: t2i lora.

* add: sdxl t2i lora.

* style

* lcm lora sdxl.

* unwrap

* fix: enable_adapters().
2023-12-28 07:37:50 +05:30
Andy W
43672b4a22 Fix "push_to_hub only create repo in consistency model lora SDXL training script" (#6102)
* fix

* style fix

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2023-12-27 15:25:19 +05:30
dg845
9df3d84382 Fix LCM distillation bug when creating the guidance scale embeddings using multiple GPUs. (#6279)
Fix bug when creating the guidance embeddings using multiple GPUs.

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2023-12-27 14:25:21 +05:30
Sayak Paul
6683f97959 [Training] Add datasets version of LCM LoRA SDXL (#5778)
* add: script to train lcm lora for sdxl with 🤗 datasets

* suit up the args.

* remove comments.

* fix num_update_steps

* fix batch unmarshalling

* fix num_update_steps_per_epoch

* fix; dataloading.

* fix microconditions.

* unconditional predictions debug

* fix batch size.

* no need to use use_auth_token

* Apply suggestions from code review

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

* make vae encoding batch size an arg

* final serialization in kohya

* style

* state dict rejigging

* feat: no separate teacher unet.

* debug

* fix state dict serialization

* debug

* debug

* debug

* remove prints.

* remove kohya utility and make style

* fix serialization

* fix

* add test

* add peft dependency.

* add: peft

* remove peft

* autocast device determination from accelerator

* autocast

* reduce lora rank.

* remove unneeded space

* Apply suggestions from code review

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

* style

* remove prompt dropout.

* also save in native diffusers ckpt format.

* debug

* debug

* debug

* better formation of the null embeddings.

* remove space.

* autocast fixes.

* autocast fix.

* hacky

* remove lora_sayak

* Apply suggestions from code review

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* style

* make log validation leaner.

* move back enabled in.

* fix: log_validation call.

* add: checkpointing tests

* taking my chances to see if disabling autocasting has any effect?

* start debugging

* name

* name

* name

* more debug

* more debug

* index

* remove index.

* print length

* print length

* print length

* move unet.train() after add_adapter()

* disable some prints.

* enable_adapters() manually.

* remove prints.

* some changes.

* fix params_to_optimize

* more fixes

* debug

* debug

* remove print

* disable grad for certain contexts.

* Add support for IPAdapterFull (#5911)

* Add support for IPAdapterFull


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

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Fix a bug in `add_noise` function  (#6085)

* fix

* copies

---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>

* [Advanced Diffusion Script] Add Widget default text (#6100)

add widget

* [Advanced Training Script] Fix pipe example (#6106)

* IP-Adapter for StableDiffusionControlNetImg2ImgPipeline (#5901)

* adapter for StableDiffusionControlNetImg2ImgPipeline

* fix-copies

* fix-copies

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

* IP adapter support for most pipelines (#5900)

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_upscale.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_attend_and_excite.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_instruct_pix2pix.py

* update tests

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_panorama.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_sag.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion_safe/pipeline_stable_diffusion_safe.py

* support ip-adapter in src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py

* support ip-adapter in src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_img2img.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_ldm3d.py

* revert changes to sd_attend_and_excite and sd_upscale

* make style

* fix broken tests

* update ip-adapter implementation to latest

* apply suggestions from review

---------

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

* fix: lora_alpha

* make vae casting conditional/

* param upcasting

* propagate comments from https://github.com/huggingface/diffusers/pull/6145

Co-authored-by: dg845 <dgu8957@gmail.com>

* [Peft] fix saving / loading when unet is not "unet" (#6046)

* [Peft] fix saving / loading when unet is not "unet"

* Update src/diffusers/loaders/lora.py

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

* undo stablediffusion-xl changes

* use unet_name to get unet for lora helpers

* use unet_name

---------

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

* [Wuerstchen] fix fp16 training and correct lora args (#6245)

fix fp16 training

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

* [docs] fix: animatediff docs (#6339)

fix: animatediff docs

* add: note about the new script in readme_sdxl.

* Revert "[Peft] fix saving / loading when unet is not "unet" (#6046)"

This reverts commit 4c7e983bb5.

* Revert "[Wuerstchen] fix fp16 training and correct lora args (#6245)"

This reverts commit 0bb9cf0216.

* Revert "[docs] fix: animatediff docs (#6339)"

This reverts commit 11659a6f74.

* remove tokenize_prompt().

* assistive comments around enable_adapters() and diable_adapters().

---------

Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Fabio Rigano <57982783+fabiorigano@users.noreply.github.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: apolinário <joaopaulo.passos@gmail.com>
Co-authored-by: Charchit Sharma <charchitsharma11@gmail.com>
Co-authored-by: Aryan V S <contact.aryanvs@gmail.com>
Co-authored-by: dg845 <dgu8957@gmail.com>
Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>
2023-12-26 21:22:05 +05:30
dg845
a3d31e3a3e Change LCM-LoRA README Script Example Learning Rates to 1e-4 (#6304)
Change README LCM-LoRA example learning rates to 1e-4.
2023-12-25 21:29:20 +05:30
dg845
49db233b35 Clean Up Comments in LCM(-LoRA) Distillation Scripts. (#6145)
* Clean up comments in LCM(-LoRA) distillation scripts.

* Calculate predicted source noise noise_pred correctly for all prediction_types.

* make style

* apply suggestions from review

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2023-12-15 18:18:16 +05:30
Lucain
75ada25048 Harmonize HF environment variables + deprecate use_auth_token (#6066)
* Harmonize HF environment variables + deprecate use_auth_token

* fix import

* fix
2023-12-06 22:22:31 +01:00
Pedro Cuenca
ab6672fecd Use CC12M for LCM WDS training example (#5908)
* Fix SD scripts - there are only 2 items per batch

* Adjustments to make the SDXL scripts work with other datasets

* Use public webdataset dataset for examples

* make style

* Minor tweaks to the readmes.

* Stress that the database is illustrative.
2023-12-06 10:35:36 +01:00
Patrick von Platen
dadd55fb36 Post Release: v0.24.0 (#5985)
* Post Release: v0.24.0

* post pone deprecation

* post pone deprecation

* Add model_index.json
2023-12-01 18:43:44 +01:00
dg845
07eac4d65a Fix LCM Stable Diffusion distillation bug related to parsing unet_time_cond_proj_dim (#5893)
* Fix bug related to parsing unet_time_cond_proj_dim.

* Fix analogous bug in the SD-XL LCM distillation script.
2023-11-27 13:00:40 +01:00
Suraj Patil
db2d8e76f8 Add LCM Scripts (#5727)
* add lcm scripts

* Co-authored-by: dgu8957@gmail.com
2023-11-09 17:29:12 +01:00