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16c955c5fdff7dc427488eb691411bcb2bedd68d
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Author SHA1 Message Date
Sayak Paul
16c955c5fd [tests] add test for torch.compile + group offloading (#11670) 
* add a test for group offloading + compilation.

* tests
 2025-06-06 11:34:44 +05:30
jiqing-feng
0f91f2f6fc use deterministic to get stable result (#11663) 
* use deterministic to get stable result

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

* add deterministic for int8 test

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

---------

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
 2025-06-06 09:14:00 +05:30
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
Sayak Paul
0142f6f35a [chore] bring PipelineQuantizationConfig at the top of the import chain. (#11656) 
bring PipelineQuantizationConfig at the top of the import chain.
 2025-06-05 14:17:03 +05:30
Dhruv Nair
d04cd95012 [CI] Some improvements to Nightly reports summaries (#11166) 
* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* updatee

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update
 2025-06-05 13:55:01 +05:30
Steven Liu
c934720629 [docs] Model cards (#11112) 
* initial

* update

* hunyuanvideo

* ltx

* fix

* wan

* gen guide

* feedback

* feedback

* pipeline-level quant config

* feedback

* ltx
 2025-06-02 16:55:14 -07:00
Steven Liu
9f48394bf7 [docs] Caching methods (#11625) 
* cache

* feedback
 2025-06-02 10:58:47 -07:00
Sayak Paul
20273e5503 [tests] chore: rename lora model-level tests. (#11481) 
chore: rename lora model-level tests.
 2025-06-02 09:21:40 -07:00
Sayak Paul
d4dc4d7654 [chore] misc changes in the bnb tests for consistency. (#11355) 
misc changes in the bnb tests for consistency.
 2025-06-02 08:41:10 -07:00
Roy Hvaara
3a31b291f1 Use float32 RoPE freqs in Wan with MPS backends (#11643) 
Use float32 for RoPE on MPS in Wan
 2025-06-02 09:30:09 +05:30
Sayak Paul
b975bceff3 [docs] update torchao doc link (#11634) 
update torchao doc link
 2025-05-30 08:30:36 -07:00
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
Yaniv Galron
6508da6f06 typo fix in pipeline_flux.py (#11623) 2025-05-30 11:32:13 +05:30
VLT Media
d0ec6601df Bug: Fixed Image 2 Image example (#11619) 
Bug: Fixed Image 2 Image example where a PIL.Image was improperly being asked for an item via index.
 2025-05-30 11:30:52 +05:30
Yao Matrix
a7aa8bf28a enable group_offloading and PipelineDeviceAndDtypeStabilityTests on XPU, all passed (#11620) 
* enable group_offloading and PipelineDeviceAndDtypeStabilityTests on XPU,
all passed

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

* fix style

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

* fix

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

---------

Signed-off-by: Matrix YAO <matrix.yao@intel.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-05-30 11:30:37 +05:30
Yaniv Galron
3651bdb766 removing unnecessary else statement (#11624) 
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-05-30 11:29:24 +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
Steven Liu
be2fb77dc1 [docs] PyTorch 2.0 (#11618) 
* combine

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

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

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-05-28 09:42:41 -07:00
Sayak Paul
54cddc1e12 [CI] fix the filename for displaying failures in lora ci. (#11600) 
fix the filename for displaying failures in lora ci.
 2025-05-27 22:27:27 -07:00
Linoy Tsaban
28ef0165b9 [Sana Sprint] add image-to-image pipeline (#11602) 
* sana sprint img2img

* fix import

* fix name

* fix image encoding

* fix image encoding

* fix image encoding

* fix image encoding

* fix image encoding

* fix image encoding

* try w/o strength

* try scaling differently

* try with strength

* revert unnecessary changes to scheduler

* revert unnecessary changes to scheduler

* Apply style fixes

* remove comment

* add copy statements

* add copy statements

* add to doc

* add to doc

* add to doc

* add to doc

* Apply style fixes

* empty commit

* fix copies

* fix copies

* fix copies

* fix copies

* fix copies

* docs

* make fix-copies.

* fix doc building error.

* initial commit - add img2img test

* initial commit - add img2img test

* fix import

* fix imports

* Apply style fixes

* empty commit

* remove

* empty commit

* test vocab size

* fix

* fix prompt missing from last commits

* small changes

* fix image processing when input is tensor

* fix order

* Apply style fixes

* empty commit

* fix shape

* remove comment

* image processing

* remove comment

* skip vae tiling test for now

* Apply style fixes

* empty commit

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: sayakpaul <spsayakpaul@gmail.com>
 2025-05-27 22:09:51 +03:00
Sayak Paul
a4da216125 [LoRA] improve LoRA fusion tests (#11274) 
* improve lora fusion tests

* more improvements.

* remove comment

* update

* relax tolerance.

* num_fused_loras as a property

Co-authored-by: BenjaminBossan <benjamin.bossan@gmail.com>

* updates

* update

* fix

* fix

Co-authored-by: BenjaminBossan <benjamin.bossan@gmail.com>

* Update src/diffusers/loaders/lora_base.py

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

---------

Co-authored-by: BenjaminBossan <benjamin.bossan@gmail.com>
Co-authored-by: Benjamin Bossan <BenjaminBossan@users.noreply.github.com>
 2025-05-27 09:02:12 -07:00
Leo Jiang
5939ace91b Adding NPU for get device function (#11617) 
* Adding device choice for npu

* Adding device choice for npu

---------

Co-authored-by: J石页 <jiangshuo9@h-partners.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-05-27 06:59:15 -07:00
Linoy Tsaban
cc59505e26 [training docs] smol update to README files (#11616) 
add comment to install prodigy
 2025-05-27 06:26:54 -07:00
Sayak Paul
5f5d02fbf1 Make group offloading compatible with torch.compile() (#11605) 
wip: check if we can make go compile compat
 2025-05-26 20:15:29 -07:00
Sayak Paul
53748217e6 fix security issue in build docker ci (#11614) 
* fix security issue in build docker ci

* better

* update
 2025-05-26 22:43:01 +05:30
Dhruv Nair
826f43505d Fix mixed variant downloading (#11611) 
* update

* update
 2025-05-26 21:43:48 +05:30
Sayak Paul
4af76d0d7d [tests] Changes to the torch.compile() CI and tests (#11508) 
* remove compile cuda docker.

* replace compile cuda docker path.

* better manage compilation cache.

* propagate similar to the pipeline tests.

* remove unneeded compile test.

* small.

* don't check for deleted files.
 2025-05-26 08:31:04 -07:00
kaixuanliu
b5c2050a16 Fix bug when variant and safetensor file does not match (#11587) 
* Apply style fixes

* init test

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

* adjust

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

* add the variant check when there are no component folders

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

* update related test cases

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

* update related unit test cases

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

* adjust

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>
 2025-05-26 14:18:41 +05:30
Steven Liu
7ae546f8d1 [docs] Pipeline-level quantization (#11604) 
refactor
 2025-05-26 14:12:57 +05:30
Ishan Modi
f64fa9492d [Feature] AutoModel can load components using model_index.json (#11401) 
* update

* update

* update

* update

* addressed PR comments

* update

* addressed PR comments

* added tests

* addressed PR comments

* updates

* update

* addressed PR comments

* update

* fix style

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2025-05-26 14:06:36 +05:30
Yao Matrix
049082e013 enable pipeline test cases on xpu (#11527) 
* enable several pipeline integration tests on xpu

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

* fix style

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

* update per comments

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

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
Signed-off-by: Matrix Yao <matrix.yao@intel.com>
 2025-05-26 12:49:58 +05:30
regisss
f161e277d0 Update Intel Gaudi doc (#11479) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-05-23 10:41:49 +02:00
Sayak Paul
a5f4cc7f84 [LoRA] minor fix for load_lora_weights() for Flux and a test (#11595) 
* fix peft delete adapters for flux.

* add test

* empty commit
 2025-05-22 15:44:45 +05:30
Dhruv Nair
c36f8487df Type annotation fix (#11597) 
* update

* update
 2025-05-21 11:50:33 -10:00
Sayak Paul
54af3ca7fd [chore] allow string device to be passed to randn_tensor. (#11559) 
allow string device to be passed to randn_tensor.
 2025-05-21 14:55:54 +05:30
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
Steven Liu
23a4ff8488 [docs] Remove fast diffusion tutorial (#11583) 
remove tutorial

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-05-20 08:56:12 -07:00
osrm
8705af0914 docs: fix invalid links (#11505) 
* fix invalid link lora.md

* fix invalid link controlnet_sdxl.md

The Hugging Face models page now uses the tags parameter instead of the other parameter for tag-based filtering. Therefore, to simultaneously apply both the "Stable Diffusion XL" and "ControlNet" tags, the following URL should be used: https://huggingface.co/models?tags=stable-diffusion-xl,controlnet

* fix invalid link cosine_dpm.md

"https://github.com/Stability-AI/stable-audio-tool" -> "https://github.com/Stability-AI/stable-audio-tools"

* Update controlnet_sdxl.md

* Update cosine_dpm.md

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-05-20 08:55:41 -07:00
Linoy Tsaban
5d4f723b57 [LoRA] kijai wan lora support for I2V (#11588) 
* testing

* testing

* testing

* testing

* testing

* i2v

* i2v

* device fix

* testing

* fix

* fix

* fix

* fix

* fix

* Apply style fixes

* empty commit

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-05-20 17:11:55 +03:00
Aryan
05c8b42b75 LTX 0.9.7-distilled; documentation improvements (#11571) 
* add guidance rescale

* update docs

* support adaptive instance norm filter

* fix custom timesteps support

* add custom timestep example to docs

* add a note about best generation settings being available only in the original repository

* use original org hub ids instead of personal

* make fix-copies

---------

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-05-20 02:29:16 +05:30
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
Dhruv Nair
799adf4a10 [Single File] Fix loading for LTX 0.9.7 transformer (#11578) 
update
 2025-05-19 06:22:13 -10:00
Sayak Paul
00f9273da2 [WIP][LoRA] start supporting kijai wan lora. (#11579) 
* start supporting kijai wan lora.

* diff_b keys.

* Apply suggestions from code review

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

* merge ready

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2025-05-19 20:47:44 +05:30
Linoy Tsaban
ceb7af277c [LoRA] support non-diffusers LTX-Video loras (#11572) 
* support non diffusers loras for ltxv

* Update src/diffusers/loaders/lora_conversion_utils.py

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

* Update src/diffusers/loaders/lora_pipeline.py

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

* Apply style fixes

* empty commit

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-05-19 12:59:55 +03:00
Sayak Paul
6918f6d19a [docs] tip for group offloding + quantization (#11576) 
* tip for group offloding + quantization

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

* Apply suggestions from code review

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

---------

Co-authored-by: Aryan VS <contact.aryanvs@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-05-19 14:49:15 +05:30
apolinário
915c537891 Revert error to warning when loading LoRA from repo with multiple weights (#11568) 2025-05-19 13:33:43 +05:30
space_samurai
8270fa58e4 Doc update (#11531) 
Update docs/source/en/using-diffusers/inpaint.md
 2025-05-19 13:32:08 +05:30
Yao Matrix
1a10fa0c82 enhance value guard of _device_agnostic_dispatch (#11553) 
enhance value guard

Signed-off-by: Matrix Yao <matrix.yao@intel.com>
 2025-05-19 06:05:32 +05:30
Sayak Paul
9836f0e000 [docs] Regional compilation docs (#11556) 
* add regional compilation docs.

* minor.

* reviwer feedback.

* Update docs/source/en/optimization/torch2.0.md

Co-authored-by: Ilyas Moutawwakil <57442720+IlyasMoutawwakil@users.noreply.github.com>

---------

Co-authored-by: Ilyas Moutawwakil <57442720+IlyasMoutawwakil@users.noreply.github.com>
 2025-05-15 19:11:24 +05:30