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Author SHA1 Message Date
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
sayakpaul
c5c34a4591 Revert "fix audioldm" 
This reverts commit 87e508f11f.
 2025-05-08 11:30:29 +05:30
sayakpaul
87e508f11f fix audioldm 2025-05-08 11:30:11 +05:30
YiYi Xu
53bd367b03 clean up the __Init__ for stable_diffusion (#11500) 
up
 2025-05-07 07:01:17 -10:00
Aryan
7b904941bc Cosmos (#10660) 
* begin transformer conversion

* refactor

* refactor

* refactor

* refactor

* refactor

* refactor

* update

* add conversion script

* add pipeline

* make fix-copies

* remove einops

* update docs

* gradient checkpointing

* add transformer test

* update

* debug

* remove prints

* match sigmas

* add vae pt. 1

* finish CV* vae

* update

* update

* update

* update

* update

* update

* make fix-copies

* update

* make fix-copies

* fix

* update

* update

* make fix-copies

* update

* update tests

* handle device and dtype for safety checker; required in latest diffusers

* remove enable_gqa and use repeat_interleave instead

* enforce safety checker; use dummy checker in fast tests

* add review suggestion for ONNX export

Co-Authored-By: Asfiya Baig <asfiyab@nvidia.com>

* fix safety_checker issues when not passed explicitly

We could either do what's done in this commit, or update the Cosmos examples to explicitly pass the safety checker

* use cosmos guardrail package

* auto format docs

* update conversion script to support 14B models

* update name CosmosPipeline -> CosmosTextToWorldPipeline

* update docs

* fix docs

* fix group offload test failing for vae

---------

Co-authored-by: Asfiya Baig <asfiyab@nvidia.com>
 2025-05-07 20:59:09 +05:30
Sayak Paul
fb29132b98 [docs] minor updates to bitsandbytes docs. (#11509) 
* minor updates to bitsandbytes docs.

* Apply suggestions from code review
 2025-05-06 18:52:18 +05:30
Valeriy Selitskiy
79371661d1 [lora_conversion] Enhance key handling for OneTrainer components in LORA conversion utility (#11441) (#11487) 
* [lora_conversion] Enhance key handling for OneTrainer components in LORA conversion utility (#11441)

* Update src/diffusers/loaders/lora_conversion_utils.py

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

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-05-06 18:44:58 +05:30
Yao Matrix
8c661ea586 enable lora cases on XPU (#11506) 
* enable lora cases on XPU

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

* remove hunyuanvideo xpu expectation

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

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
 2025-05-06 14:59:50 +05:30
Aryan
d7ffe60166 Hunyuan Video Framepack (#11428) 
* add transformer

* add pipeline

* fixes

* make fix-copies

* update

* add flux mu shift

* update example snippet

* debug

* cleanup

* batch_size=1 optimization

* add pipeline test

* fix for model cpu offloading'

* add last_image support; credits: https://github.com/lllyasviel/FramePack/pull/167

* update example with flf2v

* update penguin url

* fix test

* address review comment: https://github.com/huggingface/diffusers/pull/11428#discussion_r2071032371

* address review comment: https://github.com/huggingface/diffusers/pull/11428#discussion_r2071087689

* Update src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_framepack.py

---------

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-05-06 14:59:38 +05:30
Sayak Paul
10bee525e7 [LoRA] use removeprefix to preserve sanity. (#11493) 
* use removeprefix to preserve sanity.

* f-string.
 2025-05-06 12:17:57 +05:30
Sayak Paul
d88ae1f52a update dep table. (#11504) 
* update dep table.

* fix
 2025-05-06 11:14:07 +05:30
Sayak Paul
53f1043cbb Update setup.py to pin min version of peft (#11502) 2025-05-06 10:23:16 +05:30
Aryan
1fa5639438 Fix torchao docs typo for fp8 granular quantization (#11473) 
update
 2025-05-06 07:54:28 +05:30
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
Connector Switch
8520d496f0 [Feature] Implement tiled VAE encoding/decoding for Wan model. (#11414) 
* implement tiled encode/decode

* address review comments
 2025-05-05 16:07:14 +05:30
Yao Matrix
a674914fd5 enable semantic diffusion and stable diffusion panorama cases on XPU (#11459) 
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
 2025-05-05 15:28:07 +05:30
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
Steven Liu
e23705e557 [docs] Adapters (#11331) 
* refactor adapter docs

* ip-adapter

* ip adapter

* fix toctree

* fix toctree

* lora

* images

* controlnet

* feedback

* controlnet

* t2i

* fix typo

* feedback

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-05-02 08:08:33 +05:30
Steven Liu
b848d479b1 [docs] Memory optims (#11385) 
* reformat

* initial

* fin

* review

* inference

* feedback

* feedback

* feedback
 2025-05-01 11:22:00 -07:00
Vladimir Mandic
d0c02398b9 cache packages_distributions (#11453) 
* cache packages_distributions

* remove unused exception reference

* make style

Signed-off-by: Vladimir Mandic <mandic00@live.com>

* change name to _package_map

---------

Signed-off-by: Vladimir Mandic <mandic00@live.com>
Co-authored-by: DN6 <dhruv.nair@gmail.com>
 2025-05-01 21:47:52 +05:30
Sayak Paul
5dcdf4ac9a [tests] xfail recent pipeline tests for specific methods. (#11469) 
xfail recent pipeline tests for specific methods.
 2025-05-01 18:33:52 +05:30
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
Sayak Paul
d70f8ee18b [WAN] fix recompilation issues (#11475) 
* [tests] Add torch.compile() test for WanTransformer3DModel

* fix wan recompilation issues.

* style

---------

Co-authored-by: tongyu0924 <winnie920924@gmail.com>
 2025-04-30 20:29:08 -10:00
Yao Matrix
06beecafc5 make autoencoders. controlnet_flux and wan_transformer3d_single_file pass on xpu (#11461) 
* make autoencoders. controlnet_flux and wan_transformer3d_single_file
pass on XPU

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

* Apply style fixes

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-05-01 02:43:31 +05:30
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
tongyu
38ced7ee59 [test_models_transformer_hunyuan_video] help us test torch.compile() for impactful models (#11431) 
* Update test_models_transformer_hunyuan_video.py

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-04-30 19:11:42 +08:00
Yao Matrix
23c98025b3 make safe diffusion test cases pass on XPU and A100 (#11458) 
* make safe diffusion test cases pass on XPU and A100

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

* calibrate A100 expected values

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

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
 2025-04-30 16:05:28 +05:30
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
Daniel Socek
fbce7aeb32 Add generic support for Intel Gaudi accelerator (hpu device) (#11328) 
* Add generic support for Intel Gaudi accelerator (hpu device)

Signed-off-by: Daniel Socek <daniel.socek@intel.com>
Co-authored-by: Libin Tang <libin.tang@intel.com>

* Add loggers for generic HPU support

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

* Refactor hpu support with is_hpu_available() logic

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

* Fix style for hpu support update

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

* Decouple soft HPU check from hard device validation to support HPU migration

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

---------

Signed-off-by: Daniel Socek <daniel.socek@intel.com>
Co-authored-by: Libin Tang <libin.tang@intel.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-04-30 14:45:02 +05:30
Yao Matrix
35fada4169 enable unidiffuser test cases on xpu (#11444) 
* enable unidiffuser cases on XPU

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

* fix a typo

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

* fix style

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

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
 2025-04-30 13:58:00 +05:30
Yao Matrix
fbe2fe5578 enable consistency test cases on XPU, all passed (#11446) 
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
 2025-04-30 12:41:29 +05:30
Aryan
c86511586f torch.compile fullgraph compatibility for Hunyuan Video (#11457) 
udpate
 2025-04-30 11:21:17 +05:30
Yao Matrix
60892c55a4 enable marigold_intrinsics cases on XPU (#11445) 
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
 2025-04-30 11:07:37 +05:30
Aryan
8fe5a14d9b Raise warning instead of error for block offloading with streams (#11425) 
raise warning instead of error
 2025-04-30 08:26:16 +05:30
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
urpetkov-amd
4a9ab650aa Fixing missing provider options argument (#11397) 
* Fixing missing provider options argument

* Adding if else for provider options

* Apply suggestions from code review

Co-authored-by: YiYi Xu <yixu310@gmail.com>

* Apply style fixes

* Update src/diffusers/pipelines/onnx_utils.py

Co-authored-by: YiYi Xu <yixu310@gmail.com>

* Update src/diffusers/pipelines/onnx_utils.py

Co-authored-by: YiYi Xu <yixu310@gmail.com>

---------

Co-authored-by: Uros Petkovic <urpektov@amd.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-04-28 10:23:05 -10:00
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
Yao Matrix
7567adfc45 enable 28 GGUF test cases on XPU (#11404) 
* enable gguf test cases on XPU

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

* make SD35LargeGGUFSingleFileTests::test_pipeline_inference pas

Signed-off-by: root <root@a4bf01945cfe.jf.intel.com>

* make FluxControlLoRAGGUFTests::test_lora_loading pass

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

* polish code

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

* Apply style fixes

---------

Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Signed-off-by: root <root@a4bf01945cfe.jf.intel.com>
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
Co-authored-by: root <root@a4bf01945cfe.jf.intel.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-04-28 21:32:04 +05:30
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
Sayak Paul
0e3f2713c2 [tests] fix import. (#11434) 
fix import.
 2025-04-28 13:32:28 +08:00
Yao Matrix
a7e9f85e21 enable test_layerwise_casting_memory cases on XPU (#11406) 
* enable test_layerwise_casting_memory cases on XPU

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

* fix style

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

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
 2025-04-28 06:38:39 +05:30
Yao Matrix
9ce89e2efa enable group_offload cases and quanto cases on XPU (#11405) 
* enable group_offload cases and quanto cases on XPU

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

* use backend APIs

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

* fix style

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

---------

Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
 2025-04-28 06:37:16 +05:30
Sayak Paul
aa5f5d41d6 [tests] add tests to check for graph breaks, recompilation, cuda syncs in pipelines during torch.compile() (#11085) 
* test for better torch.compile stuff.

* fixes

* recompilation and graph break.

* clear compilation cache.

* change to modeling level test.

* allow running compilation tests during nightlies.
 2025-04-28 08:36:33 +08:00