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6,162 Commits 740 Branches 94 Tags
ce12b356dfd4e34163e9936cee7c2657e00aa1ae
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Author SHA1 Message Date
sayakpaul
ce12b356df up 2025-12-17 18:09:26 +05:30
Sayak Paul
d6498d26d7 Merge branch 'main' into pipeline-specific-mixins 2025-12-17 20:35:48 +08:00
naykun
f9c1e612fb Qwen Image Layered Support (#12853) 
* [qwen-image] qwen image layered support

* [qwen-image] update doc

* [qwen-image] fix pr comments

* Apply style fixes

* make fix-copies

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-12-17 16:57:57 +05:30
Wang, Yi
87f7d11143 extend TorchAoTest::test_model_memory_usage to other platform (#12768) 
* extend TorchAoTest::test_model_memory_usage to other platform

Signe-off-by: Wang, Yi <yi.a.wang@inel.com>

* add some comments

Signed-off-by: Wang, Yi <yi.a.wang@intel.com>

---------

Signed-off-by: Wang, Yi <yi.a.wang@intel.com>
 2025-12-17 13:44:08 +05:30
sayakpaul
d6f59bcbe4 resolve conflicts. 2025-12-17 09:42:24 +05:30
junqiangwu
5e48f466b9 fix the prefix_token_len bug (#12845) 2025-12-15 22:02:25 -10:00
junqiangwu
a748a839ad Add support for LongCat-Image (#12828) 
* Add  LongCat-Image

* Update src/diffusers/models/transformers/transformer_longcat_image.py

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

* Update src/diffusers/models/transformers/transformer_longcat_image.py

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

* Update src/diffusers/models/transformers/transformer_longcat_image.py

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

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py

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

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py

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

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py

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

* Update src/diffusers/models/transformers/transformer_longcat_image.py

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

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py

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

* fix code

* add doc

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py

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

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py

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

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py

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

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py

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

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py

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

* Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py

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

* fix code & mask style & fix-copies

* Apply style fixes

* fix single input rewrite error

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: hadoop-imagen <hadoop-imagen@psxfb7pxrbvmh3oq-worker-0.psxfb7pxrbvmh3oq.hadoop-aipnlp.svc.cluster.local>
 2025-12-15 07:45:17 -10:00
Yuqian Hong
58519283e7 Support for control-lora (#10686) 
* run control-lora on diffusers

* cannot load lora adapter

* test

* 1

* add control-lora

* 1

* 1

* 1

* fix PeftAdapterMixin

* fix module_to_save bug

* delete json print

* resolve conflits

* merged but bug

* change peft.py

* 1

* delete state_dict print

* fix alpha

* Create control_lora.py

* Add files via upload

* rename

* no need modify as peft updated

* add doc

* fix code style

* styling isn't that hard 😉

* empty

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-12-15 15:52:42 +05:30
Wang, Yi
0c1ccc0775 fix pytest tests/pipelines/pixart_sigma/test_pixart.py::PixArtSigmaPi… (#12842) 
fix pytest tests/pipelines/pixart_sigma/test_pixart.py::PixArtSigmaPipelineIntegrationTests::test_pixart_512 in xpu

Signed-off-by: Wang, Yi <yi.a.wang@intel.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-12-15 14:36:01 +05:30
naykun
b8a4cbac14 [qwen-image] edit 2511 support (#12839) 
* [qwen-image] edit 2511 support

* Apply style fixes

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-12-15 12:35:01 +05:30
Wang, Yi
17c0e79dbd support CP in native flash attention (#12829) 
Signed-off-by: Wang, Yi <yi.a.wang@intel.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-12-12 13:18:39 +05:30
Sayak Paul
1567243463 [lora] Remove lora docs unneeded and add " # Copied from ..." (#12824) 
* remove unneeded docs on load_lora_weights().

* remove more.

* up[

* up

* up
 2025-12-12 08:31:27 +05:30
Sayak Paul
0eac64c7a6 Update distributed_inference.md to correct syntax (#12827) 2025-12-11 08:46:43 -08:00
Sayak Paul
10e820a2dd post release 0.36.0 (#12804) 
* post release 0.36.0

* Apply style fixes

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-12-11 22:01:59 +05:30
sayakpaul
04f0f95a7a yup 2025-12-11 14:02:58 +05:30
sayakpaul
8cfaaa2fb6 yp 2025-12-11 13:39:49 +05:30
sayakpaul
f037930b90 up 2025-12-11 11:32:54 +05:30
sayakpaul
3e374fda38 up 2025-12-11 11:17:28 +05:30
sayakpaul
14f51c51f0 up 2025-12-11 10:47:26 +05:30
sayakpaul
9f9eb6ae5b up 2025-12-11 10:46:23 +05:30
Sayak Paul
69927d9e39 Merge branch 'main' into qwen-pipeline-mixin 2025-12-11 13:12:42 +08:00
Sayak Paul
6708f5c76d [docs] improve distributed inference cp docs. (#12810) 
* improve distributed inference cp docs.

* 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>
 2025-12-10 08:25:07 -08:00
Dhruv Nair
be3c2a0667 [WIP] Add Flux2 modular (#12763) 
* update

* update

* update

* update

* update

* update

* update

* update

* update

* update
 2025-12-10 12:19:07 +05:30
Sayak Paul
8b4722de57 Fix Qwen Edit Plus modular for multi-image input (#12601) 
* try to fix qwen edit plus multi images (modular)

* up

* up

* test

* up

* up
 2025-12-09 10:08:30 -10:00
YiYi Xu
07ea0786e8 [Modular]z-image (#12808) 
* initiL

* up up

* fix: z_image -> z-image

* style

* copy

* fix more

* some docstring fix
 2025-12-09 08:08:41 -10:00
David El Malih
54fa0745c3 Improve docstrings and type hints in scheduling_dpmsolver_singlestep.py (#12798) 
feat: add flow sigmas, dynamic shifting, and refine type hints in DPMSolverSinglestepScheduler
 2025-12-08 08:58:57 -08:00
David Lacalle Castillo
3d02cd543e [PRX] Improve model compilation (#12787) 
* Reimplement img2seq & seq2img in PRX to enable ONNX build without Col2Im (incompatible with TensorRT).

* Apply style fixes

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-12-08 17:42:17 +05:30
sayakpaul
a6d5c4d9c6 up 2025-12-08 14:17:59 +05:30
sayakpaul
e5c40f4f6e uo 2025-12-08 14:06:09 +05:30
Sayak Paul
131ea1676e Merge branch 'main' into qwen-pipeline-mixin 2025-12-08 16:26:52 +08:00
sayakpaul
e122079279 Revert "up" 
This reverts commit 044392d65f.
 2025-12-08 13:56:32 +05:30
sayakpaul
b4432fffab Revert "path change for StableDiffusionLoraLoaderMixin" 
This reverts commit 6d881198f3.
 2025-12-08 13:56:18 +05:30
sayakpaul
6d881198f3 path change for StableDiffusionLoraLoaderMixin 2025-12-08 13:38:07 +05:30
sayakpaul
044392d65f up 2025-12-08 13:36:29 +05:30
CalamitousFelicitousness
2246d2c7c4 Add ZImageImg2ImgPipeline (#12751) 
* Add ZImageImg2ImgPipeline

Updated the pipeline structure to include ZImageImg2ImgPipeline
    alongside ZImagePipeline.
Implemented the ZImageImg2ImgPipeline class for image-to-image
    transformations, including necessary methods for
    encoding prompts, preparing latents, and denoising.
Enhanced the auto_pipeline to map the new ZImageImg2ImgPipeline
    for image generation tasks.
Added unit tests for ZImageImg2ImgPipeline to ensure
    functionality and performance.
Updated dummy objects to include ZImageImg2ImgPipeline for
    testing purposes.

* Address review comments for ZImageImg2ImgPipeline

- Add `# Copied from` annotations to encode_prompt and _encode_prompt
- Add ZImagePipeline to auto_pipeline.py for AutoPipeline support

* Add ZImage pipeline documentation

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>
 2025-12-07 22:06:23 -10:00
YiYi Xu
671149e036 [HunyuanVideo1.5] support step-distilled (#12802) 
* support step-distilled

* style
 2025-12-07 21:50:36 -10:00
sayakpaul
be586607de remove fluxcontrolmixin 2025-12-08 12:19:50 +05:30
sayakpaul
cf3053b565 Merge branch 'main' into qwen-pipeline-mixin 2025-12-08 12:07:04 +05:30
jiqing-feng
f67639b0bb add post init for safty checker (#12794) 
* add post init for safty checker

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

* check transformers version before post init

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

* Apply style fixes

---------

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-12-08 11:31:03 +05:30
jingyu-ml
5a74319715 Update the TensorRT-ModelOPT to Nvidia-ModelOPT (#12793) 
Update the naming

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-12-08 10:07:04 +05:30
Tran Thanh Luan
6290fdfda4 [Feat] TaylorSeer Cache (#12648) 
* init taylor_seer cache

* make compatible with any tuple size returned

* use logger for printing, add warmup feature

* still update in warmup steps

* refractor, add docs

* add configurable cache, skip compute module

* allow special cache ids only

* add stop_predicts (cooldown)

* update docs

* apply ruff

* update to handle multple calls per timestep

* refractor to use state manager

* fix format & doc

* chores: naming, remove redundancy

* add docs

* quality & style

* fix taylor precision

* Apply style fixes

* add tests

* Apply style fixes

* Remove TaylorSeerCacheTesterMixin from flux2 tests

* rename identifiers, use more expressive taylor predict loop

* torch compile compatible

* Apply style fixes

* Update src/diffusers/hooks/taylorseer_cache.py

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

* update docs

* make fix-copies

* fix example usage.

* remove tests on flux kontext

---------

Co-authored-by: toilaluan <toilaluan@github.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-12-06 05:39:54 +05:30
David El Malih
256e010674 Improve docstrings and type hints in scheduling_deis_multistep.py (#12796) 
* feat: Add `flow_prediction` to `prediction_type`, introduce `use_flow_sigmas`, `flow_shift`, `use_dynamic_shifting`, and `time_shift_type` parameters, and refine type hints for various arguments.

* style: reformat argument wrapping in `_convert_to_beta` and `index_for_timestep` method signatures.
 2025-12-05 08:48:01 -08:00
Sayak Paul
8430ac2a2f [docs] minor fixes to kandinsky docs (#12797) 
up
 2025-12-05 08:33:05 -08:00
sayakpaul
bb9e713d02 move kandisnky docs. 2025-12-05 21:44:24 +07:00
Álvaro Somoza
c98c157a9e [Docs] Add Z-Image docs (#12775) 
* initial

* toctree

* fix

* apply review and fix

* Update docs/source/en/api/pipelines/z_image.md

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

* Update docs/source/en/api/pipelines/z_image.md

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

* Update docs/source/en/api/pipelines/z_image.md

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-12-05 11:05:47 -03:00
swappy
f12d161d67 Fix broken group offloading with block_level for models with standalone layers (#12692) 
* fix: group offloading to support standalone computational layers in block-level offloading

* test: for models with standalone and deeply nested layers in block-level offloading

* feat: support for block-level offloading in group offloading config

* fix: group offload block modules to AutoencoderKL and AutoencoderKLWan

* fix: update group offloading tests to use AutoencoderKL and adjust input dimensions

* refactor: streamline block offloading logic

* Apply style fixes

* update tests

* update

* fix for failing tests

* clean up

* revert to use skip_keys

* clean up

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2025-12-05 18:54:05 +05:30
David Bertoin
8d415a6f48 PRX Set downscale_freq_shift to 0 for consistency with internal implementation (#12791) 
fix timestepembeddings downscale_freq_shift to be consitant with Photoroom's original code
 2025-12-04 10:57:14 -10:00
Sayak Paul
7de51b826c [lora] support more ZImage LoRAs (#12790) 
up

Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>
 2025-12-04 09:01:11 -10:00
Jiang
cd00ba685b fix spatial compression ratio error for AutoEncoderKLWan doing tiled encode (#12753) 
fix spatial compression ratio compute error for AutoEncoderKLWan

Co-authored-by: lirui.926 <lirui.926@bytedance.com>
 2025-12-04 08:57:13 -10:00
David El Malih
2842c14c5f Improve docstrings and type hints in scheduling_unipc_multistep.py (#12767) 
refactor: add type hints and update docstrings for UniPCMultistepScheduler parameters and methods.
 2025-12-04 10:10:54 -08:00