GitLab

* chore: update the comfyui test ci

* debugging

* update

* update

* udpate"

* use conda's c++

* update

* update

* make linter happy

* add tests for qwen-image-edit-2509

* update

* update

* flux schnell test runnable

* update the test score

* make linter happy

* add fp4 results

* fix the test score

* add tests for flux_dev

* update the test score

* add flux.1-krea

* fix the krea tests

* update

* update

* add kontext

* update

* fix kontext

* update

* add flux.1-depth

* add flux-tools

* finish flux tools

* add more flux examples

* update

* update3

* update

* update score

* update

* update

* fix: handle output shape when sequence length is padded by `pad_tensor`

* Fix condition to check output shape based on batch size

---------
Co-authored-by: Muyang Li <lmxyy1999@foxmail.com>

* fix: add missing scheduler to qwen-image-edit-2509 lightning example

* docs: add documentation for qwen-image-edit-2509 lightning

* docs: add Distilled Qwen-Image-Edit-2509-Lightning section and fix Hugging Face link refs

  - Add a new "Distilled Qwen-Image-Edit-2509 (Qwen-Image-Edit-2509-Lightning)" section to
    docs/source/usage/qwen-image-edit.rst, referencing
    examples/v1/qwen-image-edit-2509-lightning.py.
  - Fix incorrect reStructuredText named-reference syntax that produced relative links:
    changed occurrences like <hf_qwen-image>/<hf_qwen-image-edit>/<hf_qwen-image-lightning>
    to the correct named-reference form with trailing underscore (e.g. <hf_qwen-image_>).
    This makes those links resolve to the external URLs defined in
    docs/source/links/huggingface.txt instead of becoming relative links.
  - Files modified:
      - docs/source/usage/qwen-image-edit.rst
      - docs/source/usage/qwen-image.rst

* style: make linter happy

* fix the repo 

* update

* add qwen-image-edit-2509-lightning

* avoid test for now

Added a note about upcoming Lightning models in the release announcement.

* update

* update

* docs: update README

* add a note

* add the v1 tests

* formalize the requirements

* update

* update

* well format the dependency

* update docs

* update

* update

* update the dependency

* fix the version in ci

* well organize the dependency

* update the pr list

* update tests

* add tests for qwen-image

* add qwen-image lightning

* add tests

* update fp4 lpips

* add tests for qwen-image-edit

* update

* updat

* add 8 steps lora back

* update nvfp4 results

* add qwen-image-edit-lightning

* style: make linter happy

* do not use batch when batchsize is 1

* update

* finished all the tests

* add cn test

* style: make linter happy

* update

* add qwen-image controlnet

* update

* add fp4 metrics

* fix the tests

* feat: sdxl model support

* code style auto-modified by pre-commit hook

* refine comments

* add tests and examples for sdxl

* refine sdxl tests code

* make linter happy

* mv the locations of the examples

* move the locations of the tests

* refine tests and examples

* add API documentation for unet_sdxl.py

* usage doc for sdxl

* update docs

* update

* refine pipeline initialization

* refine tests for sdxl/sdxl-turbo

* add controlnet support to the qwenimagemodel and add example file for controlnet

* add controlnet support

* add controlnet support for qwenimage

* add controlnet support for qwenimage

* style: make linter happy

* update example script for qwen controlnet

* style: make linter happy

* update

* update diffusers version

* update

* update

* docs: update README

* update docs

* style: make linter happy

Removed Slack user group link from README.

* Update utils.py-fix [Bug] ksampler error #535

* Update utils.py

* Update linear.py-fix [Bug] ksampler error #535 New issue

* update

* update

* chore: update the docs workflow

* docs: update README

* add v2 flux examples

* add the docs

* add docs

* update

* finished ops

* add ops

* update

* update

* update

* update

* update

* update

* update

* update docstrings

* update

* update

* update

* update

* update

* update

* update

* finished the api docs

* update

* update

* tmp

* update

* update

* finished the offloading impl

* the offloading is buggy

* update utils

* the offloading is still buggy

* update

* correctness and speedup done; need to check the vram overhead

* done

* final debugging

* update

* update

* correct now

* fix

* update

* use per-layer offloading

* fix the offloading on 5090

* support setting the num_blocks_on_gpu

* change the import name

* feat: add support for python 3.13

* update workflow to exclude py3.13+torch2.5

* fix typo

Co-authored-by: Kung Talon <31659820+kungtalon@users.noreply.github.com>

* Add paddings if LoRA ranks for q, k, v are different

* No need to create a list

* feat: add support for teacache in flux kontext

* merge main and make linter happy

* caching_v2

* rename fb cache and write docstring

* lint

* rename utils to fbcache

* no need maintain sana for caching