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1269 Commits

Author SHA1 Message Date
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
YiYi Xu
ef1e628729 fix style (#11975) 
up
 2025-07-22 10:25:40 -10:00
Sam Gao
173e1b147d [Examples] Uniform notations in train_flux_lora (#10011) 
[Examples] uniform naming notations

since the in parameter `size` represents `args.resolution`, I thus replace the `args.resolution` inside DreamBoothData with `size`. And revise some notations such as `center_crop`.

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-07-22 09:14:00 -10:00
Chengxi Guo
cde02b061b Fix kontext finetune issue when batch size >1 (#11921) 
set drop_last to True

Signed-off-by: mymusise <mymusise1@gmail.com>
 2025-07-18 19:38:58 -04:00
Sayak Paul
9c13f86579 [training] add an offload utility that can be used as a context manager. (#11775) 
* add an offload utility that can be used as a context manager.

* update

---------

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-07-16 09:09:13 +01:00
dependabot[bot]
48a551251d Bump aiohttp from 3.10.10 to 3.12.14 in /examples/server (#11924) 
Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.10.10 to 3.12.14.
- [Release notes](https://github.com/aio-libs/aiohttp/releases)
- [Changelog](https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst)
- [Commits](https://github.com/aio-libs/aiohttp/compare/v3.10.10...v3.12.14)

---
updated-dependencies:
- dependency-name: aiohttp
  dependency-version: 3.12.14
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2025-07-15 09:15:57 +05:30
Hengyue-Bi
6398fbc391 Fix: Align VAE processing in ControlNet SD3 training with inference (#11909) 
Fix: Apply vae_shift_factor in ControlNet SD3 training
 2025-07-14 14:54:38 -04:00
dependabot[bot]
9f4d997d8f Bump torch from 2.4.1 to 2.7.0 in /examples/server (#11429) 
Bumps [torch](https://github.com/pytorch/pytorch) from 2.4.1 to 2.7.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](https://github.com/pytorch/pytorch/compare/v2.4.1...v2.7.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-version: 2.7.0
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2025-07-10 09:24:10 +05:30
Sébastien Iooss
db715e2c8c feat: add multiple input image support in Flux Kontext (#11880) 
* feat: add multiple input image support in Flux Kontext

* move model to community

* fix linter
 2025-07-09 11:09:59 -04:00
Sayak Paul
01240fecb0 [training ] add Kontext i2i training (#11858) 
* feat: enable i2i fine-tuning in Kontext script.

* readme

* more checks.

* Apply suggestions from code review

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>

* fixes

* fix

* add proj_mlp to the mix

* Update README_flux.md

add note on installing from commit `05e7a854d0a5661f5b433f6dd5954c224b104f0b`

* fix

* fix

---------

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-07-08 21:04:16 +05:30
Luo Yihang
5ef74fd5f6 fix norm not training in train_control_lora_flux.py (#11832) 2025-07-01 17:37:54 -10:00
Sayak Paul
00f95b9755 Kontext training (#11813) 
* support flux kontext

* make fix-copies

* add example

* add tests

* update docs

* update

* add note on integrity checker

* initial commit

* initial commit

* add readme section and fixes in the training script.

* add test

* rectify ckpt_id

* fix ckpt

* fixes

* change id

* update

* Update examples/dreambooth/train_dreambooth_lora_flux_kontext.py

Co-authored-by: Aryan <aryan@huggingface.co>

* Update examples/dreambooth/README_flux.md

---------

Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: linoytsaban <linoy@huggingface.co>
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-06-26 19:31:42 +03:00
Sayak Paul
10c36e0b78 [chore] post release v0.34.0 (#11800) 
* post release v0.34.0

* code quality

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2025-06-26 06:56:46 +05:30
imbr92
6760300202 Add --lora_alpha and metadata handling to train_dreambooth_lora_sana.py (#11744) 
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-06-23 15:46:44 +03:00
dependabot[bot]
7251bb4fd0 Bump urllib3 from 2.2.3 to 2.5.0 in /examples/server (#11748) 
Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.2.3 to 2.5.0.
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)
- [Commits](https://github.com/urllib3/urllib3/compare/2.2.3...2.5.0)

---
updated-dependencies:
- dependency-name: urllib3
  dependency-version: 2.5.0
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2025-06-19 11:09:33 +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
Leo Jiang
d72184eba3 [training] add ds support to lora hidream (#11737) 
* [training] add ds support to lora hidream

* Apply style fixes

---------

Co-authored-by: J石页 <jiangshuo9@h-partners.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-06-18 09:26:02 +05:30
Linoy Tsaban
1bc6f3dc0f [LoRA training] update metadata use for lora alpha + README (#11723) 
* lora alpha

* Apply style fixes

* Update examples/advanced_diffusion_training/README_flux.md

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

* fix readme format

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-06-17 12:19:27 +03:00
Sayak Paul
f0dba33d82 [training] show how metadata stuff should be incorporated in training scripts. (#11707) 
* show how metadata stuff should be incorporated in training scripts.

* typing

* fix

---------

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-06-16 16:42:34 +05:30
Sayak Paul
368958df6f [LoRA] parse metadata from LoRA and save metadata (#11324) 
* feat: parse metadata from lora state dicts.

* tests

* fix tests

* key renaming

* fix

* smol update

* smol updates

* load metadata.

* automatically save metadata in save_lora_adapter.

* propagate changes.

* changes

* add test to models too.

* tigher tests.

* updates

* fixes

* rename tests.

* sorted.

* Update src/diffusers/loaders/lora_base.py

Co-authored-by: Benjamin Bossan <BenjaminBossan@users.noreply.github.com>

* review suggestions.

* removeprefix.

* propagate changes.

* fix-copies

* sd

* docs.

* fixes

* get review ready.

* one more test to catch error.

* change to a different approach.

* fix-copies.

* todo

* sd3

* update

* revert changes in get_peft_kwargs.

* update

* fixes

* fixes

* simplify _load_sft_state_dict_metadata

* update

* style fix

* uipdate

* update

* update

* empty commit

* _pack_dict_with_prefix

* update

* TODO 1.

* todo: 2.

* todo: 3.

* update

* update

* Apply suggestions from code review

Co-authored-by: Benjamin Bossan <BenjaminBossan@users.noreply.github.com>

* reraise.

* move argument.

---------

Co-authored-by: Benjamin Bossan <BenjaminBossan@users.noreply.github.com>
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-06-13 14:37:49 +05:30
Philip Brown
6c7fad7ec8 Add community class StableDiffusionXL_T5Pipeline (#11626) 
* Add community class StableDiffusionXL_T5Pipeline
Will be used with base model opendiffusionai/stablediffusionxl_t5

* Changed pooled_embeds to use projection instead of slice

* "make style" tweaks

* Added comments to top of code

* Apply style fixes
 2025-06-09 15:57:51 -04:00
Markus Pobitzer
745199a869 [examples] flux-control: use num_training_steps_for_scheduler (#11662) 
[examples] flux-control: use num_training_steps_for_scheduler in get_scheduler instead of args.max_train_steps * accelerator.num_processes

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-06-05 14:56:25 +05:30
co63oc
8183d0f16e Fix typos in strings and comments (#11476) 
* Fix typos in strings and comments

Signed-off-by: co63oc <co63oc@users.noreply.github.com>

* Update src/diffusers/hooks/hooks.py

Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update src/diffusers/hooks/hooks.py

Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update layerwise_casting.py

* Apply style fixes

* update

---------

Signed-off-by: co63oc <co63oc@users.noreply.github.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-05-30 18:49:00 +05:30
Justin Ruan
df55f05358 Fix wrong indent for examples of controlnet script (#11632) 
fix wrong indent for training controlnet
 2025-05-29 15:26:39 -07:00
Yuanzhou Cai
89ddb6c0a4 [textual_inversion_sdxl.py] fix lr scheduler steps count (#11557) 
fix lr scheduler steps count

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-05-29 15:25:45 +03:00
Linoy Tsaban
cc59505e26 [training docs] smol update to README files (#11616) 
add comment to install prodigy
 2025-05-27 06:26:54 -07:00
Sai Shreyas Bhavanasi
ba8dc7dc49 RegionalPrompting: Inherit from Stable Diffusion (#11525) 
* Refactoring Regional Prompting pipeline to use Diffusion Pipeline instead of Stable Diffusion Pipeline

* Apply style fixes
 2025-05-20 15:03:16 -04:00
Quentin Gallouédec
c8bb1ff53e Use HF Papers (#11567) 
* Use HF Papers

* Apply style fixes

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-05-19 06:22:33 -10:00
Kenneth Gerald Hamilton
07dd6f8c0e [train_dreambooth.py] Fix the LR Schedulers when num_train_epochs is passed in a distributed training env (#11239) 
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-05-13 07:34:01 +05:30
Abdellah Oumida
ddd0cfb497 Fix typo in train_diffusion_orpo_sdxl_lora_wds.py (#11541) 2025-05-12 15:28:29 -10:00
scxue
784db0eaab Add cross attention type for Sana-Sprint training in diffusers. (#11514) 
* test permission

* Add cross attention type for Sana-Sprint.

* Add Sana-Sprint training script in diffusers.

* make style && make quality;

* modify the attention processor with `set_attn_processor` and change `SanaAttnProcessor3_0` to `SanaVanillaAttnProcessor`

* Add import for SanaVanillaAttnProcessor

* Add README file.

* Apply suggestions from code review

* style

* Update examples/research_projects/sana/README.md

---------

Co-authored-by: lawrence-cj <cjs1020440147@icloud.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-05-08 18:55:29 +05:30
Linoy Tsaban
66e50d4e24 [LoRA] make lora alpha and dropout configurable (#11467) 
* add lora_alpha and lora_dropout

* Apply style fixes

* add lora_alpha and lora_dropout

* Apply style fixes

* revert lora_alpha until #11324 is merged

* Apply style fixes

* empty commit

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-05-08 11:54:50 +03:00
RogerSinghChugh
ed4efbd63d Update training script for txt to img sdxl with lora supp with new interpolation. (#11496) 
* Update training script for txt to img sdxl with lora supp with new interpolation.

* ran make style and make quality.
 2025-05-05 12:33:28 -04:00
Yijun Lee
9c29e938d7 Set LANCZOS as the default interpolation method for image resizing. (#11492) 
* Set LANCZOS as the default interpolation method for image resizing.

* style: run make style and quality checks
 2025-05-05 12:18:40 -04:00
Sayak Paul
071807c853 [training] feat: enable quantization for hidream lora training. (#11494) 
* feat: enable quantization for hidream lora training.

* better handle compute dtype.

* finalize.

* fix dtype.

---------

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-05-05 20:44:35 +05:30
Evan Han
ee1516e5c7 [train_dreambooth_lora_lumina2] Add LANCZOS as the default interpolation mode for image resizing (#11491) 
[ADD] interpolation
 2025-05-05 10:41:33 -04:00
MinJu-Ha
ec9323996b [train_dreambooth_lora_sdxl] Add --image_interpolation_mode option for image resizing (default to lanczos) (#11490) 
feat(train_dreambooth_lora_sdxl): support --image_interpolation_mode with default to lanczos
 2025-05-05 10:19:30 -04:00
Parag Ekbote
fc5e906689 [train_text_to_image_sdxl]Add LANCZOS as default interpolation mode for image resizing (#11455) 
* Add LANCZOS as default interplotation mode.

* update script

* Update as per code review.

* make style.
 2025-05-05 09:52:19 -04:00
Yash
ec3d58286d [train_dreambooth_lora_flux_advanced] Add LANCZOS as the default interpolation mode for image resizing (#11472) 
* [train_controlnet_sdxl] Add LANCZOS as the default interpolation mode for image resizing

* [train_dreambooth_lora_flux_advanced] Add LANCZOS as the default interpolation mode for image resizing
 2025-05-02 18:14:41 -04:00
Yuanzhou
ed6cf52572 [train_dreambooth_lora_sdxl_advanced] Add LANCZOS as the default interpolation mode for image resizing (#11471) 2025-05-02 16:46:01 -04:00
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
Vaibhav Kumawat
daf0a23958 Add LANCZOS as default interplotation mode. (#11463) 
* Add LANCZOS as default interplotation mode.

* LANCZOS as default interplotation

* LANCZOS as default interplotation mode

* Added LANCZOS as default interplotation mode
 2025-04-30 14:22:38 -04:00
captainzz
8cd7426e56 Add StableDiffusion3InstructPix2PixPipeline (#11378) 
* upload StableDiffusion3InstructPix2PixPipeline

* Move to community

* Add readme

* Fix images

* remove images

* Change image url

* fix

* Apply style fixes
 2025-04-30 06:13:12 -04:00
Youlun Peng
58431f102c Set LANCZOS as the default interpolation for image resizing in ControlNet training (#11449) 
Set LANCZOS as the default interpolation for image resizing
 2025-04-29 08:47:02 -04:00
Linoy Tsaban
0ac1d5b482 [Hi-Dream LoRA] fix bug in validation (#11439) 
remove unnecessary pipeline moving to cpu in validation

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-04-28 06:22:32 -10:00
tongyu
3da98e7ee3 [train_text_to_image_lora] Better image interpolation in training scripts follow up (#11427) 
* Update train_text_to_image_lora.py

* update_train_text_to_image_lora
 2025-04-28 11:23:24 -04:00
tongyu
b3b04fefde [train_text_to_image] Better image interpolation in training scripts follow up (#11426) 
* Update train_text_to_image.py

* update
 2025-04-28 10:50:33 -04:00
Mert Erbak
bd96a084d3 [train_dreambooth_lora.py] Set LANCZOS as default interpolation mode for resizing (#11421) 
* Set LANCZOS as default interpolation mode for resizing

* [train_dreambooth_lora.py] Set LANCZOS as default interpolation mode for resizing
 2025-04-26 01:58:41 -04:00
co63oc
f00a995753 Fix typos in strings and comments (#11407) 2025-04-24 08:53:47 -10:00