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Author SHA1 Message Date
Sayak Paul
58bf268261 support hf_quantizer in cache warmup. (#12043) 
* support hf_quantizer in cache warmup.

* reviewer feedback

* up

* up
 2025-08-14 18:57:33 +05:30
Sayak Paul
1b48db4c8f [core] respect local_files_only=True when using sharded checkpoints (#12005) 
* tighten compilation tests for quantization

* feat: model_info but local.

* up

* Revert "tighten compilation tests for quantization"

This reverts commit 8d431dc967.

* up

* reviewer feedback.

* reviewer feedback.

* up

* up

* empty

* update

---------

Co-authored-by: DN6 <dhruv.nair@gmail.com>
 2025-08-14 14:50:51 +05:30
Sayak Paul
46a0c6aa82 feat: cuda device_map for pipelines. (#12122) 
* feat: cuda device_map for pipelines.

* up

* up

* empty

* up
 2025-08-14 10:31:24 +05:30
Steven Liu
421ee07e33 [docs] Parallel loading of shards (#12135) 
* initial

* feedback

* Update docs/source/en/using-diffusers/loading.md

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-08-14 09:39:40 +05:30
Sayak Paul
123506ee59 make parallel loading flag a part of constants. (#12137) 2025-08-14 09:36:47 +05:30
Alrott SlimRG
8c48ec05ed Fix bf15/fp16 for pipeline_wan_vace.py (#12143) 
* Fix bf15/fp16 for pipeline_wan_vace.py

* Update pipeline_wan_vace.py

* try removing xfail decorator

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2025-08-14 05:04:00 +05:30
Steven Liu
a6d2fc2c1d [docs] Refresh effective and efficient doc (#12134) 
* refresh

* init

* feedback
 2025-08-13 11:14:21 -07:00
Sam Yuan
bc2762cce9 try to use deepseek with an agent to auto i18n to zh (#12032) 
* try to use deepseek with an agent to auto i18n to zh

Signed-off-by: SamYuan1990 <yy19902439@126.com>

* add two more docs

Signed-off-by: SamYuan1990 <yy19902439@126.com>

* fix, updated some prompt for better translation

Signed-off-by: SamYuan1990 <yy19902439@126.com>

* Try to passs CI check

Signed-off-by: SamYuan1990 <yy19902439@126.com>

* fix up for human review process

Signed-off-by: SamYuan1990 <yy19902439@126.com>

* fix up

Signed-off-by: SamYuan1990 <yy19902439@126.com>

* fix review comments

Signed-off-by: SamYuan1990 <yy19902439@126.com>

---------

Signed-off-by: SamYuan1990 <yy19902439@126.com>
 2025-08-13 08:26:24 -07:00
Sayak Paul
baa9b582f3 [core] parallel loading of shards (#12028) 
* checking.

* checking

* checking

* up

* up

* up

* Apply suggestions from code review

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

* up

* up

* fix

* review feedback.

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2025-08-13 10:33:20 +05:30
Nguyễn Trọng Tuấn
da096a4999 Add QwenImage Inpainting and Img2Img pipeline (#12117) 
* feat/qwenimage-img2img-inpaint

* Update qwenimage.md to reflect new pipelines and add # Copied from convention

* tiny fix for passing ruff check

* reformat code

* fix copied from statement

* fix copied from statement

* copy and style fix

* fix dummies

---------

Co-authored-by: TuanNT-ZenAI <tuannt.zenai@gmail.com>
Co-authored-by: DN6 <dhruv.nair@gmail.com>
 2025-08-13 09:41:50 +05:30
Leo Jiang
480fb357a3 [Bugfix] typo fix in NPU FA (#12129) 
[Bugfix] typo error in npu FA

Co-authored-by: J石页 <jiangshuo9@h-partners.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-08-12 22:12:19 +05:30
Steven Liu
38740ddbd8 [docs] Modular diffusers (#11931) 
* start

* draft

* state, pipelineblock, apis

* sequential

* fix links

* new

* loop, auto

* fix

* pipeline

* guiders

* components manager

* reviews

* update

* update

* update

---------

Co-authored-by: DN6 <dhruv.nair@gmail.com>
 2025-08-12 18:50:20 +05:30
IrisRainbowNeko
72282876b2 Add low_cpu_mem_usage option to from_single_file to align with from_pretrained (#12114) 
* align meta device of from_single_file with from_pretrained

* update docstr

* Apply style fixes

---------

Co-authored-by: IrisRainbowNeko <rainbow-neko@outlook.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-08-12 16:36:55 +05:30
Dhruv Nair
3552279a23 [Modular] Add experimental feature warning for Modular Diffusers (#12127) 
update
 2025-08-12 10:25:02 +05:30
Steven Liu
f8ba5cd77a [docs] Cache link (#12105) 
cache
 2025-08-11 11:03:59 -07:00
Sayak Paul
c9c8217306 [chore] complete the licensing statement. (#12001) 
complete the licensing statement.
 2025-08-11 22:15:15 +05:30
Aryan
135df5be9d [tests] Add inference test slices for SD3 and remove unnecessary tests (#12106) 
* update

* nuke LoC for inference slices
 2025-08-11 18:36:09 +05:30
Sayak Paul
4a9dbd56f6 enable compilation in qwen image. (#12061) 
* update

* update

* update

* enable compilation in qwen image.

* add tests

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2025-08-11 14:37:37 +05:30
Dhruv Nair
630d27fe5b [Modular] More Updates for Custom Code Loading (#11969) 
* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2025-08-11 13:26:58 +05:30
Sayak Paul
f442955c6e [lora] support loading loras from lightx2v/Qwen-Image-Lightning (#12119) 
* feat: support qwen lightning lora.

* add docs.

* fix
 2025-08-11 09:27:10 +05:30
Sayak Paul
ff9a387618 [core] add modular support for Flux I2I (#12086) 
* start

* encoder.

* up

* up

* up

* up

* up

* up
 2025-08-11 07:23:23 +05:30
Sayak Paul
03c3f69aa5 [docs] diffusers gguf checkpoints (#12092) 
* feat: support loading diffusers format gguf checkpoints.

* update

* update

* qwen

* up

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* up

---------

Co-authored-by: DN6 <dhruv.nair@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-08-09 08:49:49 +05:30
Sayak Paul
f20aba3e87 [GGUF] feat: support loading diffusers format gguf checkpoints. (#11684) 
* feat: support loading diffusers format gguf checkpoints.

* update

* update

* qwen

---------

Co-authored-by: DN6 <dhruv.nair@gmail.com>
 2025-08-08 22:27:15 +05:30
YiYi Xu
ccf2c31188 [Modular] Fast Tests (#11937) 
* rearrage the params to groups: default params /image params /batch params / callback params

* make style

* add names property to pipeline blocks

* style

* remove more unused func

* prepare_latents_inpaint always return noise and image_latents

* up

* up

* update

* update

* update

* update

* update

* update

* update

* update

---------

Co-authored-by: DN6 <dhruv.nair@gmail.com>
 2025-08-08 19:42:13 +05:30
Sayak Paul
7b10e4ae65 [tests] device placement for non-denoiser components in group offloading LoRA tests (#12103) 
up
 2025-08-08 13:34:29 +05:30
Beinsezii
3c0531bc50 lora_conversion_utils: replace lora up/down with a/b even if transformer. in key (#12101) 
lora_conversion_utils: replace lora up/down with a/b even if transformer. in key

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-08-08 11:21:47 +05:30
Sayak Paul
a8e47978c6 [lora] adapt new LoRA config injection method (#11999) 
* use state dict when setting up LoRA.

* up

* up

* up

* comment

* up

* up
 2025-08-08 09:22:48 +05:30
YiYi Xu
50e18ee698 [qwen] device typo (#12099) 
up
 2025-08-07 12:27:39 -10:00
DefTruth
4b17fa2a2e fix flux type hint (#12089) 
fix-flux-type-hint
 2025-08-07 13:00:15 +05:30
dg845
d45199a2f1 Implement Frequency-Decoupled Guidance (FDG) as a Guider (#11976) 
* Initial commit implementing frequency-decoupled guidance (FDG) as a guider

* Update FrequencyDecoupledGuidance docstring to describe FDG

* Update project so that it accepts any number of non-batch dims

* Change guidance_scale and other params to accept a list of params for each freq level

* Add comment with Laplacian pyramid shapes

* Add function to import_utils to check if the kornia package is available

* Only import from kornia if package is available

* Fix bug: use pred_cond/uncond in freq space rather than data space

* Allow guidance rescaling to be done in data space or frequency space (speculative)

* Add kornia install instructions to kornia import error message

* Add config to control whether operations are upcast to fp64

* Add parallel_weights recommended values to docstring

* Apply style fixes

* make fix-copies

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-08-07 11:21:02 +05:30
Sayak Paul
061163142d [tests] tighten compilation tests for quantization (#12002) 
* tighten compilation tests for quantization

* up

* up
 2025-08-07 10:13:14 +05:30
Dhruv Nair
5780776c8a Make prompt_2 optional in Flux Pipelines (#12073) 
* update

* update
 2025-08-06 15:40:12 -10:00
Aryan
f19421e27c Helper functions to return skip-layer compatible layers (#12048) 
update

Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>
 2025-08-06 07:55:16 -10:00
Aryan
69cdc25746 Fix group offloading synchronization bug for parameter-only GroupModule's (#12077) 
* update

* update

* refactor

* fuck yeah

* make style

* Update src/diffusers/hooks/group_offloading.py

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

* Update src/diffusers/hooks/group_offloading.py

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-08-06 21:11:00 +05:30
Aryan
cfd6ec7465 [refactor] condense group offloading (#11990) 
* update

* update

* refactor

* add test

* address review comment

* nit
 2025-08-06 20:01:02 +05:30
jiqing-feng
1082c46afa fix input shape for WanGGUFTexttoVideoSingleFileTests (#12081) 
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
 2025-08-06 14:12:40 +05:30
Isotr0py
ba2ba9019f Add cuda kernel support for GGUF inference (#11869) 
* add gguf kernel support

Signed-off-by: Isotr0py <2037008807@qq.com>

* fix

Signed-off-by: Isotr0py <2037008807@qq.com>

* optimize

Signed-off-by: Isotr0py <2037008807@qq.com>

* update

* update

* update

* update

* update

---------

Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: DN6 <dhruv.nair@gmail.com>
 2025-08-05 21:36:48 +05:30
C
fa4c0e5e2e optimize QwenImagePipeline to reduce unnecessary CUDA synchronization (#12072) 2025-08-05 04:12:47 -10:00
Sayak Paul
b793debd9d [tests] deal with the failing AudioLDM2 tests (#12069) 
up
 2025-08-05 15:54:25 +05:30
Aryan
377057126c [tests] Fix Qwen test_inference slices (#12070) 
update
 2025-08-05 14:10:22 +05:30
Sayak Paul
5937e11d85 [docs] small corrections to the example in the Qwen docs (#12068) 
* up

* up
 2025-08-05 09:47:21 +05:30
Sayak Paul
9c1d4e3be1 [wip] feat: support lora in qwen image and training script (#12056) 
* feat: support lora in qwen image and training script

* up

* up

* up

* up

* up

* up

* add lora tests

* fix

* add tests

* fix

* reviewer feedback

* up[

* Apply suggestions from code review

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

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2025-08-05 07:06:02 +05:30
Steven Liu
7ea065c507 [docs] Install (#12026) 
* initial

* init
 2025-08-04 10:13:36 -07:00
Sayak Paul
7a7a487396 fix the rest for all GPUs in CI (#12064) 
fix the rest
 2025-08-04 21:03:33 +05:30
Sayak Paul
4efb4db9d0 enable all gpus when running ci. (#12062) 2025-08-04 20:17:34 +05:30
Pauline Bailly-Masson
639fd12a20 CI fixing (#12059) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-08-04 19:09:17 +05:30
naykun
69a9828f4d fix(qwen-image): update vae license (#12063) 
* fix(qwen-image):
- update vae license

* Apply style fixes

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-08-04 17:08:47 +05:30
Samuel Tesfai
11d22e0e80 Cross attention module to Wan Attention (#12058) 
* Cross attention module to Wan Attention

* Apply style fixes

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-08-04 16:35:06 +05:30
Aryan
9a38fab5ae tests + minor refactor for QwenImage (#12057) 
* update

* update

* update

* add docs
 2025-08-04 16:28:42 +05:30
YiYi Xu
cb8e61ed2f [wan2.2] follow-up (#12024) 
* up

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-08-03 23:06:22 -10:00