chore: bump the version to v1.0.1

fix: handle output shape when sequence length is padded by `pad_tenso…

…r` (nunchaku-tech#709)

* 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 <[email protected]>

fix: qwen-image-edit-2509 docs and examples (nunchaku-tech#731)

* 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

docs: fix a typo

docs: update a visualization

chore: add qwen-image tests for v1, clean the requirements (nunchaku-…

…tech#712)

* 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 (nunchaku-tech#674)

* 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

docs: update README

feat: support controlnet for qwenimagemodel (nunchaku-tech#681)

* 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

chore: bump version to 1.0.1dev