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Author SHA1 Message Date
Sayak Paul
843355f89f [tests] xfail some kandinsky tests. (#12364) 
xfail some kandinsky tests.
 2025-09-22 11:17:47 +05:30
Jason Cox
c006a95df1 Fix example server install instructions (#12362) 
* Upgrade huggingface-hub to version 0.35.0

Updated huggingface-hub version from 0.26.1 to 0.35.0.

* Add uvicorn and accelerate to requirements

* Fix install instructions for server
 2025-09-22 08:37:17 +05:30
naykun
df267ee4e8 feat: Add QwenImageEditPlus to support future feature upgrades (#12357) 
* feat: add support of qwenimageeditplus

* add copies statement

* fix copies statement

* remove vl_processor reference
 2025-09-21 06:10:52 -10:00
Dhruv Nair
edd614ea38 [CI] Fix TRANSFORMERS_FLAX_WEIGHTS_NAME import issue (#12354) 
update
 2025-09-20 09:01:40 +05:30
Dave Lage
7e7e62c6ff Convert alphas for embedders for sd-scripts to ai toolkit conversion (#12332) 
* Convert alphas for embedders for sd-scripts to ai toolkit conversion

* Add kohya embedders conversion test

* Apply style fixes

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-09-18 12:41:22 +05:30
Fredy
eda9ff8300 Add RequestScopedPipeline for safe concurrent inference, tokenizer lock and non-mutating retrieve_timesteps (#12328) 
* Basic implementation of request scheduling

* Basic editing in SD and Flux Pipelines

* Small Fix

* Fix

* Update for more pipelines

* Add examples/server-async

* Add examples/server-async

* Updated RequestScopedPipeline to handle a single tokenizer lock to avoid race conditions

* Fix

* Fix _TokenizerLockWrapper

* Fix _TokenizerLockWrapper

* Delete _TokenizerLockWrapper

* Fix tokenizer

* Update examples/server-async

* Fix server-async

* Optimizations in examples/server-async

* We keep the implementation simple in examples/server-async

* Update examples/server-async/README.md

* Update examples/server-async/README.md for changes to tokenizer locks and backward-compatible retrieve_timesteps

* The changes to the diffusers core have been undone and all logic is being moved to exmaples/server-async

* Update examples/server-async/utils/*

* Fix BaseAsyncScheduler

* Rollback in the core of the diffusers

* Update examples/server-async/README.md

* Complete rollback of diffusers core files

* Simple implementation of an asynchronous server compatible with SD3-3.5 and Flux Pipelines

* Update examples/server-async/README.md

* Fixed import errors in 'examples/server-async/serverasync.py'

* Flux Pipeline Discard

* Update examples/server-async/README.md

* Apply style fixes

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-09-18 11:33:43 +05:30
DefTruth
efb7a299af Fix many type hint errors (#12289) 
* fix hidream type hint

* fix hunyuan-video type hint

* fix many type hint

* fix many type hint errors

* fix many type hint errors

* fix many type hint errors

* make stype & make quality
 2025-09-16 18:52:15 -10:00
Zijian Zhou
d06750a5fd Fix autoencoder_kl_wan.py bugs for Wan2.2 VAE (#12335) 
* Update autoencoder_kl_wan.py

When using the Wan2.2 VAE, the spatial compression ratio calculated here is incorrect. It should be 16 instead of 8. Pass it in directly via the config to ensure it’s correct here.

* Update autoencoder_kl_wan.py
 2025-09-16 13:43:15 -10:00
Sari Hleihil
8c72cd12ee Added LucyEditPipeline (#12340) 
* Added LucyEditPipeline

* add import & stype

missing copied from

* Fix example doc string

---------

Co-authored-by: yiyixuxu <yixu310@gmail.com>
 2025-09-16 13:41:05 -10:00
Samarth Agrawal
751e250f70 fixed bug in defining embed dim for UNet1D (#12111) 
* fixed bug in defining embed dim

* matched 1d temb process to 2d

* Update src/diffusers/models/unets/unet_1d.py

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2025-09-16 12:18:48 +05:30
Linoy Tsaban
b50014067d Add Wan2.2 VACE - Fun (#12324) 
* support Wan2.2-VACE-Fun-A14B

* support Wan2.2-VACE-Fun-A14B

* support Wan2.2-VACE-Fun-A14B

* Apply style fixes

* test

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-09-15 21:31:26 +05:30
Daniel Socek
f5c113e439 Use SDP on BF16 in GPU/HPU migration (#12310) 
* Use SDP on BF16 in GPU/HPU migration

Signed-off-by: Daniel Socek <daniel.socek@intel.com>

* Formatting fix for enabling SDP with BF16 precision on HPU

Signed-off-by: Daniel Socek <daniel.socek@intel.com>

---------

Signed-off-by: Daniel Socek <daniel.socek@intel.com>
 2025-09-12 08:00:36 -10:00
Sayak Paul
5e181eddfe Deprecate slicing and tiling methods from DiffusionPipeline (#12271) 
* deprecate slicing from flux pipeline.

* propagate.

* tiling

* up

* up
 2025-09-11 10:04:35 +05:30
Justin Ruan
55f0b3d758 Fix AttributeError of VisualClozeProcessor (#12121) 
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2025-09-11 04:17:34 +05:30
Sayak Paul
eb7ef26736 [quant] allow components_to_quantize to be a non-list for single components (#12234) 
* allow non list components_to_quantize.

* up

* Apply suggestions from code review

* Apply suggestions from code review

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

* [docs] components_to_quantize (#12287)

init

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-09-10 09:47:08 -10:00
ttio2tech
e1b7f1f240 fix for the qwen controlnet pipeline - wrong device can be used (#12309) 
fix the device for textencoder
 2025-09-10 08:59:08 -10:00
Sayak Paul
9e7ae568d6 [feat] cache allocator warmup for from_single_model (#12305) 
* add

* add a test
 2025-09-10 12:55:32 +05:30
Sayak Paul
f7b79452b4 [modular] fix flux modular pipelines for t2i and i2i (#12272) 
fix flux modular pipelines for t2i and i2i
 2025-09-10 12:39:55 +05:30
Sayak Paul
43459079ab [core] feat: support group offloading at the pipeline level (#12283) 
* feat: support group offloading at the pipeline level.

* add tests

* up

* [docs] Pipeline group offloading (#12286)

init

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-09-10 09:09:57 +05:30
kaixuanliu
4067d6c4b6 adjust criteria for marigold-intrinsics example on XPU (#12290) 
adjust criteria for XPU

Signed-off-by: Liu, Kaixuan <kaixuan.liu@intel.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-09-10 03:06:03 +05:30
calcuis
28106fcac4 gguf new quant type support (with demo) (#12076) 
* Update utils.py

not perfect but works

engine:
https://github.com/calcuis/gguf-connector/blob/main/src/gguf_connector/quant2c.py


inference example(s):
https://github.com/calcuis/gguf-connector/blob/main/src/gguf_connector/k6.py
https://github.com/calcuis/gguf-connector/blob/main/src/gguf_connector/k5.py

gguf file sample(s):
https://huggingface.co/calcuis/kontext-gguf/tree/main
https://huggingface.co/calcuis/krea-gguf/tree/main

* Apply style fixes

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-09-09 17:10:21 +05:30
Leo Jiang
c222570a9b DeepSpeed adaption for flux-kontext (#12240) 
Co-authored-by: J石页 <jiangshuo9@h-partners.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-09-09 12:58:08 +05:30
Frank (Haofan) Wang
4e36bb0d23 Support ControlNet-Inpainting for Qwen-Image (#12301) 
* add qwen-image-cn-inpaint


---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: yiyixuxu <yixu310@gmail.com>
 2025-09-08 14:59:26 -10:00
YiYi Xu
f50b18eec7 [Modular] Qwen (#12220) 
* add qwen modular
 2025-09-08 00:27:02 -10:00
Steven Liu
fc337d5853 [docs] Models (#12248) 
* init

* fix

* feedback

* feedback
 2025-09-05 11:52:09 -07:00
Steven Liu
32798bf242 [docs] Inference section cleanup (#12281) 
init

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-09-05 09:34:37 -07:00
Steven Liu
c2e5ece08b [docs] Sharing pipelines/models (#12280) 
init
 2025-09-04 11:43:47 -07:00
co63oc
764b62473a fix some typos (#12265) 
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
 2025-09-03 21:28:24 +05:30
Ju Hoon Park
6682956333 Add AttentionMixin to WanVACETransformer3DModel (#12268) 
* Add AttentionMixin to WanVACETransformer3DModel

to enable methods like `set_attn_processor()`.

* Import AttentionMixin in transformer_wan_vace.py

Special thanks to @tolgacangoz 🙇‍♂️
 2025-09-03 15:05:41 +05:30
Sayak Paul
ffc8c0c1e1 [tests] feat: add AoT compilation tests (#12203) 
* feat: add a test for aot.

* up
 2025-09-03 11:15:27 +05:30
Ishan Modi
4acbfbf13b [Quantization] Add TRT-ModelOpt as a Backend (#11173) 
* initial commit

* update

* updates

* update

* update

* update

* update

* update

* update

* addressed PR comments

* update

* addressed PR comments

* update

* update

* update

* update

* update

* update

* updates

* update

* update

* addressed PR comments

* updates

* code formatting

* update

* addressed PR comments

* addressed PR comments

* addressed PR comments

* addressed PR comments

* fix docs and dependencies

* fixed dependency test

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-09-03 10:14:52 +05:30
Steven Liu
6549b04ec6 [docs] AutoPipeline (#12160) 
* refresh

* feedback

* feedback

* supported models

* fix
 2025-09-02 21:06:26 -07:00
Sayak Paul
130fd8df54 [core] use kernels to support _flash_3_hub attention backend (#12236) 
* feat: try loading fa3 using kernels when available.

* up

* change to Hub.

* up

* up

* up

* switch env var.

* up

* up

* up

* up

* up

* up
 2025-09-03 08:48:07 +05:30
Dhruv Nair
bcd4d77ba6 [CI] Remove big accelerator requirements from Quanto Tests (#12266) 
update
 2025-09-03 08:29:31 +05:30
Linoy Tsaban
006d092751 [Flux LoRA] fix for prior preservation and mixed precision sampling, follow up on #11873 (#12264) 
* propagate fixes from https://github.com/huggingface/diffusers/pull/11873/ to flux script

* propagate fixes from https://github.com/huggingface/diffusers/pull/11873/ to flux script

* propagate fixes from https://github.com/huggingface/diffusers/pull/11873/ to flux script

* Apply style fixes

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-09-02 11:30:33 +03:00
Ziheng Zhang
9e4a75b142 [docs] Fix VAE scale factor calculation in distributed inference docs (#12259) 
docs: Fix VAE scale factor calculation
 2025-09-01 16:34:16 -10:00
Bulat Akhmatov
0ff1aa910c [fix] fix for prior preservation and mixed precision sampling (#11873) 
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-09-01 14:12:14 +03:00
apolinário
901da9dccc Fix lora conversion function for ai-toolkit Qwen Image LoRAs (#12261) 
* Fix lora conversion function for ai-toolkit Qwen Image LoRAs

* add forgotten parenthesis

* remove space new line

* update pipeline

* detect if arrow or letter

* remove whitespaces

* style

* apply suggestion

* apply suggestion

* apply suggestion

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-09-01 14:24:38 +05:30
Nguyễn Trọng Tuấn
67ffa7031e Add Qwen-Image-Edit Inpainting pipeline (#12225) 
* add qwenimage-edit inpaint feature

* stay up to date with main branch

* fix style

* fix docs

* copies

* fix

* again

* copies

---------

Co-authored-by: “Trgtuan10” <“tuannguyentrong.402@gmail.com”>
Co-authored-by: TuanNT-ZenAI <tuannt.zenai@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail.com>
 2025-08-30 19:49:15 -10:00
Leo Jiang
827fad66a0 Improve performance of NPU FA (#12260) 
Co-authored-by: J石页 <jiangshuo9@h-partners.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-08-31 01:48:51 +05:30
Nguyễn Trọng Tuấn
9b721db205 [QwenImageEditPipeline] Add image entry in __call__ function (#12254) 
add  entry

Co-authored-by: TuanNT-ZenAI <tuannt.zenai@gmail.com>
 2025-08-29 20:16:43 -10:00
Dhruv Nair
ba0e732eb0 [Modular] Consolidate load_default_components into load_components (#12217) 
* update

* Apply style fixes

* update

* update

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-08-28 19:55:02 +05:30
Dhruv Nair
b2da59b197 [Modular] Provide option to disable custom code loading globally via env variable (#12177) 
* update

* update

* update

* update
 2025-08-28 19:54:32 +05:30
Dhruv Nair
7aa6af1138 [Refactor] Move testing utils out of src (#12238) 
* update

* update

* update

* update

* update

* merge main

* Revert "merge main"

This reverts commit 65efbcead5.
 2025-08-28 19:53:02 +05:30
Aryan
87b800e154 [modular diffusers] Fix AutoGuidance validation (#12247) 
fix
 2025-08-28 15:23:26 +05:30
YiYi Xu
e58711e73c [Modular] support standard repo (#11944) 
* make modular pipeline work with model_index.json

* up

* style

* up

* up

* style

* up more

* Fix MultiControlNet import (#12118)

fix

---------

Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2025-08-28 10:18:07 +02:00
Steven Liu
cbecc33570 [docs] Reproducibility (#12237) 
* init

* dupe

* feedback
 2025-08-27 11:35:31 -07:00
Steven Liu
5237a82a35 [docs] Remove Flax (#12244) 
* remove flax

* toctree

* feedback
 2025-08-27 11:11:07 -07:00
Parag Ekbote
513dbdb2f3 Fix Table Rendering in ReadME (#12245) 
fix table rendering readme issue in readme.
 2025-08-27 10:44:49 -07:00
YiYi Xu
865ba102b3 [Qwen-Image] adding validation for guidance_scale, true_cfg_scale and negative_prompt (#12223) 
* up
 2025-08-27 01:04:33 -10:00