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87f83d3dd9247affcc0912175b2eff5f4a56e75a
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Author SHA1 Message Date
Sayak Paul
87f83d3dd9 [tests] add test for hotswapping + compilation on resolution changes (#11825) 
* add resolution changes tests to hotswapping test suite.

* fixes

* docs

* explain duck shapes

* fix
 2025-07-01 09:40:34 +05:30
Aryan
f064b3bf73 Remove print statement in SCM Scheduler (#11836) 
remove print
 2025-06-30 09:07:34 -10:00
Benjamin Bossan
3b079ec3fa ENH: Improve speed of function expanding LoRA scales (#11834) 
* ENH Improve speed of expanding LoRA scales

Resolves #11816

The following call proved to be a bottleneck when setting a lot of LoRA
adapters in diffusers:

cdaf84a708/src/diffusers/loaders/peft.py (L482)

This is because we would repeatedly call unet.state_dict(), even though
in the standard case, it is not necessary:

cdaf84a708/src/diffusers/loaders/unet_loader_utils.py (L55)

This PR fixes this by deferring this call, so that it is only run when
it's necessary, not earlier.

* Small fix

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-06-30 20:25:56 +05:30
Sayak Paul
bc34fa8386 [lora]feat: use exclude modules to loraconfig. (#11806) 
* feat: use exclude modules to loraconfig.

* version-guard.

* tests and version guard.

* remove print.

* describe the test

* more detailed warning message + shift to debug

* update

* update

* update

* remove test
 2025-06-30 20:08:53 +05:30
Sayak Paul
05e7a854d0 [lora] fix: lora unloading behvaiour (#11822) 
* fix: lora unloading behvaiour

* fix

* update
 2025-06-28 12:00:42 +05:30
Aryan
76ec3d1fee Support dynamically loading/unloading loras with group offloading (#11804) 
* update

* add test

* address review comments

* update

* fixes

* change decorator order to fix tests

* try fix

* fight tests
 2025-06-27 23:20:53 +05:30
Aryan
cdaf84a708 TorchAO compile + offloading tests (#11697) 
* update

* update

* update

* update

* update

* user property instead
 2025-06-27 18:31:57 +05:30
Sayak Paul
e8e44a510c [CI] disable onnx, mps, flax from the CI (#11803) 
* disable onnx, mps, flax

* remove
 2025-06-27 16:33:43 +05:30
Sayak Paul
21543de571 remove syncs before denoising in Kontext (#11818) 2025-06-27 15:57:55 +05:30
Aryan
d7dd924ece Kontext fixes (#11815) 
fix
 2025-06-26 13:03:44 -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
Aryan
eea76892e8 Flux Kontext (#11812) 
* support flux kontext

* make fix-copies

* add example

* add tests

* update docs

* update

* add note on integrity checker

* make fix-copies issue

* add copied froms

* make style

* update repository ids

* more copied froms
 2025-06-26 21:29:59 +05:30
kaixuanliu
27bf7fcd0e adjust tolerance criteria for test_float16_inference in unit test (#11809) 
Signed-off-by: Liu, Kaixuan <kaixuan.liu@intel.com>
 2025-06-26 13:19:59 +05:30
Sayak Paul
a185e1ab91 [tests] add a test on torch compile for varied resolutions (#11776) 
* add test for checking compile on different shapes.

* update

* update

* Apply suggestions from code review

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-06-26 10:07:03 +05:30
Animesh Jain
d93381cd41 [rfc][compile] compile method for DiffusionPipeline (#11705) 
* [rfc][compile] compile method for DiffusionPipeline

* Apply suggestions from code review

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

* Apply style fixes

* Update docs/source/en/optimization/fp16.md

* check

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-06-26 08:41:38 +05:30
Dhruv Nair
3649d7b903 Follow up for Group Offload to Disk (#11760) 
* update

* update

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-06-26 07:24:24 +05:30
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
Sayak Paul
8846635873 fix deprecation in lora after 0.34.0 release (#11802) 2025-06-25 08:48:20 -10:00
kaixuanliu
dd285099eb adjust to get CI test cases passed on XPU (#11759) 
* adjust to get CI test cases passed on XPU

Signed-off-by: Liu, Kaixuan <kaixuan.liu@intel.com>

* fix format issue

Signed-off-by: Liu, Kaixuan <kaixuan.liu@intel.com>

* Apply style fixes

---------

Signed-off-by: Liu, Kaixuan <kaixuan.liu@intel.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-06-25 14:02:17 +05:30
Sayak Paul
80f27d7e8d [tests] skip instead of returning. (#11793) 
skip instead of returning.
 2025-06-25 08:59:36 +05:30
Sayak Paul
d3e27e05f0 guard omnigen processor. (#11799) 2025-06-24 19:15:34 +05:30
Aryan
5df02fc171 [tests] Fix group offloading and layerwise casting test interaction (#11796) 
* update

* update

* update
 2025-06-24 17:33:32 +05:30
Sayak Paul
7392c8ff5a [chore] raise as early as possible in group offloading (#11792) 
* raise as early as possible in group offloading

* remove check from ModuleGroup
 2025-06-24 15:05:23 +05:30
Aryan
474a248f10 [tests] Fix HunyuanVideo Framepack device tests (#11789) 
update
 2025-06-24 13:49:37 +05:30
YiYi Xu
7bc0a07b19 [lora] only remove hooks that we add back (#11768) 
up
 2025-06-23 16:49:19 -10:00
Sayak Paul
92542719ed [docs] minor cleanups in the lora docs. (#11770) 
* minor cleanups in the lora docs.

* Apply suggestions from code review

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

* format docs

* fix copies

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-06-24 08:10:07 +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
Yuanchen Guo
798265f2b6 [Wan] Fix mask padding in Wan VACE pipeline. (#11778) 2025-06-23 16:28:21 +05:30
Dhruv Nair
cd813499be [CI] Skip ONNX Upscale tests (#11774) 
update
 2025-06-23 12:14:01 +05:30
Sayak Paul
fbddf02807 [tests] properly skip tests instead of return (#11771) 
model test updates
 2025-06-23 11:59:59 +05:30
Yao Matrix
f20b83a04f enable cpu offloading of new pipelines on XPU & use device agnostic empty to make pipelines work on XPU (#11671) 
* commit 1

Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* patch 2

Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* Update pipeline_pag_sana.py

* Update pipeline_sana.py

* Update pipeline_sana_controlnet.py

* Update pipeline_sana_sprint_img2img.py

* Update pipeline_sana_sprint.py

* fix style

Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* fix fat-thumb while merge conflict

Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* fix ci issues

Signed-off-by: YAO Matrix <matrix.yao@intel.com>

---------

Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Co-authored-by: Ilyas Moutawwakil <57442720+IlyasMoutawwakil@users.noreply.github.com>
 2025-06-23 09:44:16 +05:30
jiqing-feng
ee40088fe5 enable deterministic in bnb 4 bit tests (#11738) 
* enable deterministic in bnb 4 bit tests

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

* fix 8bit test

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

---------

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
 2025-06-23 08:17:36 +05:30
Tolga Cangöz
7fc53b5d66 Fix dimensionalities in apply_rotary_emb functions' comments (#11717) 
Fix dimensionality in `apply_rotary_emb` functions' comments.
 2025-06-21 12:09:28 -10:00
Steven Liu
0874dd04dc [docs] LoRA scale scheduling (#11727) 
draft
 2025-06-20 10:15:29 -07:00
Steven Liu
6184d8a433 [docs] device_map (#11711) 
draft

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-06-20 10:14:48 -07:00
Steven Liu
5a6e386464 [docs] Quantization + torch.compile + offloading (#11703) 
* draft

* feedback

* update

* feedback

* fix

* feedback

* feedback

* fix

* feedback
 2025-06-20 10:11:39 -07:00
Dhruv Nair
42077e6c73 Fix failing cpu offload test for LTX Latent Upscale (#11755) 
update
 2025-06-20 06:07:34 +02:00
Sayak Paul
3d8d8485fc fix invalid component handling behaviour in PipelineQuantizationConfig (#11750) 
* start

* updates
 2025-06-20 07:54:12 +05:30
Dhruv Nair
195926bbdc Update Chroma Docs (#11753) 
* update

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-06-19 19:33:19 +02:00
Sayak Paul
85a916bb8b make group offloading work with disk/nvme transfers (#11682) 
* start implementing disk offloading in group.

* delete diff file.

* updates.patch

* offload_to_disk_path

* check if safetensors already exist.

* add test and clarify.

* updates

* update todos.

* update more docs.

* update docs
 2025-06-19 18:09:30 +05:30
Dhruv Nair
3287ce2890 Fix HiDream pipeline test module (#11754) 
update
 2025-06-19 17:06:14 +05:30
Dhruv Nair
0c11c8c1ac [CI] Fix SANA tests (#11756) 
update
 2025-06-19 17:06:02 +05:30
Dhruv Nair
fc51583c8a [CI] Fix WAN VACE tests (#11757) 
update
 2025-06-19 17:03:12 +05:30
Sayak Paul
fb57c76aa1 [LoRA] refactor lora loading at the model-level (#11719) 
* factor out stuff from load_lora_adapter().

* simplifying text encoder lora loading.

* fix peft.py

* fix logging locations.

* formatting

* fix

* update

* update

* update
 2025-06-19 13:06:25 +05:30
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
3fba74e153 Add missing HiDream license (#11747) 
update
 2025-06-19 08:07:47 +05:30
Aryan
a4df8dbc40 Update more licenses to 2025 (#11746) 
update
 2025-06-19 07:46:01 +05:30
Sayak Paul
48eae6f420 [Quantizers] add is_compileable property to quantizers. (#11736) 
add is_compileable property to quantizers.
 2025-06-19 07:45:06 +05:30
Dhruv Nair
66394bf6c7 Chroma Follow Up (#11725) 
* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* updte

* update

* update

* update
 2025-06-18 22:24:41 +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