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  1. 17 Nov, 2025 1 commit
  3. 13 Nov, 2025 1 commit
  5. 12 Nov, 2025 3 commits
    • Quentin Gallouédec's avatar
      ArXiv -> HF Papers (#12583) · f3db38c1
      Quentin Gallouédec authored 
      * Update pipeline_skyreels_v2_i2v.py

* Update README.md

* Update torch_utils.py

* Update torch_utils.py

* Update guider_utils.py

* Update pipeline_ltx.py

* Update pipeline_bria.py

* Apply suggestion from @qgallouedec

* Update autoencoder_kl_qwenimage.py

* Update pipeline_prx.py

* Update pipeline_wan_vace.py

* Update pipeline_skyreels_v2.py

* Update pipeline_skyreels_v2_diffusion_forcing.py

* Update pipeline_bria_fibo.py

* Update pipeline_skyreels_v2_diffusion_forcing_i2v.py

* Update pipeline_ltx_condition.py

* Update pipeline_ltx_image2video.py

* Update regional_prompting_stable_diffusion.py

* make style

* style

* style
      f3db38c1
    • YiYi Xu's avatar
      fix dispatch_attention_fn check (#12636) · 093cd3f0
      YiYi Xu authored 
      * fix

* fix
      093cd3f0
    • a120092009's avatar
      Add MLU Support. (#12629) · aecf0c53
      a120092009 authored 
      

* Add MLU Support.

* fix comment.

* rename is_mlu_available to is_torch_mlu_available

* Apply style fixes

---------
Co-authored-by: default avatargithub-actions[bot] <github-actions[bot]@users.noreply.github.com>
      aecf0c53
  7. 10 Nov, 2025 2 commits
    • YiYi Xu's avatar
      [modular] wan! (#12611) · b455dc94
      YiYi Xu authored 
      * update, remove intermediaate_inputs

* support image2video

* revert dynamic steps to simplify

* refactor vae encoder block

* support flf2video!

* add support for wan2.2 14B

* style

* Apply suggestions from code review

* input dynamic step -> additiional input step

* up

* fix init

* update dtype
      b455dc94
    • Jay Wu's avatar
      add ChronoEdit (#12593) · 04f9d2bf
      Jay Wu authored 
      

* add ChronoEdit

* add ref to  original function & remove wan2.2 logics

* Update src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py
Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>

* Update src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py
Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>

* add ChronoeEdit test

* add docs

* add docs

* make fix-copies

* fix chronoedit test

---------
Co-authored-by: default avatarwjay <wjay@nvidia.com>
Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      04f9d2bf
  9. 06 Nov, 2025 2 commits
  11. 31 Oct, 2025 1 commit
  13. 28 Oct, 2025 1 commit
    • galbria's avatar
      Bria fibo (#12545) · 84e16575
      galbria authored 
      

* Bria FIBO pipeline

* style fixs

* fix CR

* Refactor BriaFibo classes and update pipeline parameters

- Updated BriaFiboAttnProcessor and BriaFiboAttention classes to reflect changes from Flux equivalents.
- Modified the _unpack_latents method in BriaFiboPipeline to improve clarity.
- Increased the default max_sequence_length to 3000 and added a new optional parameter do_patching.
- Cleaned up test_pipeline_bria_fibo.py by removing unused imports and skipping unsupported tests.

* edit the docs of FIBO

* Remove unused BriaFibo imports and update CPU offload method in BriaFiboPipeline

* Refactor FIBO classes to BriaFibo naming convention

- Updated class names from FIBO to BriaFibo for consistency across the module.
- Modified instances of FIBOEmbedND, FIBOTimesteps, TextProjection, and TimestepProjEmbeddings to reflect the new naming.
- Ensured all references in the BriaFiboTransformer2DModel are updated accordingly.

* Add BriaFiboTransformer2DModel import to transformers module

* Remove unused BriaFibo imports from modular pipelines and add BriaFiboTransformer2DModel and BriaFiboPipeline classes to dummy objects for enhanced compatibility with torch and transformers.

* Update BriaFibo classes with copied documentation and fix import typo in pipeline module

- Added documentation comments indicating the source of copied code in BriaFiboTransformerBlock and _pack_latents methods.
- Corrected the import statement for BriaFiboPipeline in the pipelines module.

* Remove unused BriaFibo imports from __init__.py to streamline modular pipelines.

* Refactor documentation comments in BriaFibo classes to indicate inspiration from existing implementations

- Updated comments in BriaFiboAttnProcessor, BriaFiboAttention, and BriaFiboPipeline to reflect that the code is inspired by other modules rather than copied.
- Enhanced clarity on the origins of the methods to maintain proper attribution.

* change Inspired by to Based on

* add reference link and fix trailing whitespace

* Add BriaFiboTransformer2DModel documentation and update comments in BriaFibo classes

- Introduced a new documentation file for BriaFiboTransformer2DModel.
- Updated comments in BriaFiboAttnProcessor, BriaFiboAttention, and BriaFiboPipeline to clarify the origins of the code, indicating copied sources for better attribution.

---------
Co-authored-by: default avatarsayakpaul <spsayakpaul@gmail.com>
      84e16575
  15. 27 Oct, 2025 1 commit
  17. 24 Oct, 2025 2 commits
  19. 23 Oct, 2025 1 commit
  21. 22 Oct, 2025 1 commit
    • David Bertoin's avatar
      Prx (#12525) · dd07b19e
      David Bertoin authored 
      * rename photon to prx

* rename photon into prx

* Revert .gitignore to state before commit b7fb0fe9d63bf766bbe3c42ac154a043796dd370

* rename photon to prx

* rename photon into prx

* Revert .gitignore to state before commit b7fb0fe9d63bf766bbe3c42ac154a043796dd370

* make fix-copies
      dd07b19e
  23. 21 Oct, 2025 1 commit
  25. 20 Oct, 2025 1 commit
  27. 18 Oct, 2025 1 commit
  29. 17 Oct, 2025 1 commit
  31. 10 Oct, 2025 1 commit
  33. 06 Oct, 2025 1 commit
  35. 05 Oct, 2025 1 commit
  37. 30 Sep, 2025 1 commit
  39. 25 Sep, 2025 1 commit
  41. 24 Sep, 2025 1 commit
    • Aryan's avatar
      Context Parallel w/ Ring & Ulysses & Unified Attention (#11941) · dcb6dd9b
      Aryan authored 
      

* update

* update

* add coauthor
Co-Authored-By: default avatarDhruv Nair <dhruv.nair@gmail.com>

* improve test

* handle ip adapter params correctly

* fix chroma qkv fusion test

* fix fastercache implementation

* fix more tests

* fight more tests

* add back set_attention_backend

* update

* update

* make style

* make fix-copies

* make ip adapter processor compatible with attention dispatcher

* refactor chroma as well

* remove rmsnorm assert

* minify and deprecate npu/xla processors

* update

* refactor

* refactor; support flash attention 2 with cp

* fix

* support sage attention with cp

* make torch compile compatible

* update

* refactor

* update

* refactor

* refactor

* add ulysses backward

* try to make dreambooth script work; accelerator backward not playing well

* Revert "try to make dreambooth script work; accelerator backward not playing well"

This reverts commit 768d0ea6fa6a305d12df1feda2afae3ec80aa449.

* workaround compilation problems with triton when doing all-to-all

* support wan

* handle backward correctly

* support qwen

* support ltx

* make fix-copies

* Update src/diffusers/models/modeling_utils.py
Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>

* apply review suggestions

* update docs

* add explanation

* make fix-copies

* add docstrings

* support passing parallel_config to from_pretrained

* apply review suggestions

* make style

* update

* Update docs/source/en/api/parallel.md
Co-authored-by: default avatarAryan <aryan@huggingface.co>

* up

---------
Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: default avatarsayakpaul <spsayakpaul@gmail.com>
      dcb6dd9b
  43. 23 Sep, 2025 1 commit
  45. 21 Sep, 2025 1 commit
  47. 16 Sep, 2025 1 commit
  49. 09 Sep, 2025 1 commit
  51. 08 Sep, 2025 1 commit
  53. 03 Sep, 2025 2 commits
  55. 31 Aug, 2025 1 commit
  57. 28 Aug, 2025 2 commits
  59. 26 Aug, 2025 1 commit
  61. 22 Aug, 2025 1 commit
  63. 20 Aug, 2025 1 commit
    • galbria's avatar
      Bria 3 2 pipeline (#12010) · 7993be9e
      galbria authored 
      

* Add Bria model and pipeline to diffusers

- Introduced `BriaTransformer2DModel` and `BriaPipeline` for enhanced image generation capabilities.
- Updated import structures across various modules to include the new Bria components.
- Added utility functions and output classes specific to the Bria pipeline.
- Implemented tests for the Bria pipeline to ensure functionality and output integrity.

* with working tests

* style and quality pass

* adding docs

* add to overview

* fixes from "make fix-copies"

* Refactor transformer_bria.py and pipeline_bria.py: Introduce new EmbedND class for rotary position embedding, and enhance Timestep and TimestepProjEmbeddings classes. Add utility functions for handling negative prompts and generating original sigmas in pipeline_bria.py.

* remove redundent and duplicates tests and fix bf16
slow test

* style fixes

* small doc update

* Enhance Bria 3.2 documentation and implementation

- Updated the GitHub repository link for Bria 3.2.
- Added usage instructions for the gated model access.
- Introduced the BriaTransformerBlock and BriaAttention classes to the model architecture.
- Refactored existing classes to integrate Bria-specific components, including BriaEmbedND and BriaPipeline.
- Updated the pipeline output class to reflect Bria-specific functionality.
- Adjusted test cases to align with the new Bria model structure.

* Refactor Bria model components and update documentation

- Removed outdated inference example from Bria 3.2 documentation.
- Introduced the BriaTransformerBlock class to enhance model architecture.
- Updated attention handling to use `attention_kwargs` instead of `joint_attention_kwargs`.
- Improved import structure in the Bria pipeline to handle optional dependencies.
- Adjusted test cases to reflect changes in model dtype assertions.

* Update Bria model reference in documentation to reflect new file naming convention

* Update docs/source/en/_toctree.yml

* Refactor BriaPipeline to inherit from DiffusionPipeline instead of FluxPipeline, updating imports accordingly.

* move the __call__ func to the end of file

* Update BriaPipeline example to use bfloat16 for precision sensitivity for better result

* make style && make quality &&  make fix-copiessource

---------
Co-authored-by: default avatarLinoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
Co-authored-by: default avatarAryan <contact.aryanvs@gmail.com>
      7993be9e
  65. 17 Aug, 2025 1 commit
    • naykun's avatar
      Qwen Image Edit Support (#12164) · e682af20
      naykun authored 
      * feat(qwen-image):
add qwen-image-edit support

* fix(qwen image):
- compatible with torch.compile in new rope setting
- fix init import
- add prompt truncation in img2img and inpaint pipe
- remove unused logic and comment
- add copy statement
- guard logic for rope video shape tuple

* fix(qwen image):
- make fix-copies
- update doc
      e682af20