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Wan-Animate-2 (authored by @kelseyee) - #14413

Merged

yiyixuxu merged 30 commits into

huggingface:mainfrom

yiyixuxu:animate2-refactor

Aug 12, 2026

Merged

Wan-Animate-2 (authored by @kelseyee)#14413
yiyixuxu merged 30 commits into
huggingface:mainfrom
yiyixuxu:animate2-refactor

Commits on Jul 30, 2026
- support wan-animate-2
  kelseyee
  committed
  6365601
Commits on Aug 7, 2026
- Merge branch 'huggingface:main' into main
  kelseyee
  authored
  14f482c
- Refactor Wan-Animate-2 to diffusers conventions
  
  yiyi@huggingface.co
  and
  claude
  committed
  a54425a
Commits on Aug 8, 2026
- Free per-segment KV cache and latents at the segment boundary
  
  yiyixuxu
  and
  claude
  committed
  2b722ed
- Let `load_video` report the video's frame rate
  
  yiyixuxu
  and
  claude
  committed
  270a84e
- Preprocess Wan-Animate-2 with the image/video processors
  
  yiyixuxu
  and
  claude
  committed
  fc0c23b
Commits on Aug 10, 2026
- Match Wan-Animate-2 preprocessing to the reference implementation
  
  yiyixuxu
  and
  claude
  committed
  54dabb7
Commits on Aug 11, 2026
- Add Wan-Animate-2 modular pipeline
  
  yiyixuxu
  and
  claude
  committed
  918c239
- Repack Wan-Animate-2 modular blocks into canonical standalone steps
  
  yiyixuxu
  and
  claude
  committed
  cc5c239
- Refine Wan-Animate-2 modular blocks: in-loop VAE encode, v1-style tensor names
  
  yiyixuxu
  and
  claude
  committed
  e0291f8
Commits on Aug 12, 2026
- Add Wan-Animate-2 modular tests, fill docstrings, self-assemble blocksets
  
  yiyixuxu
  and
  claude
  committed
  1b81e87
- Add Wan-Animate-2 docs (modular pipeline + transformer)
  
  yiyixuxu
  and
  claude
  committed
  b9a1586
- Merge branch 'main' into animate2-refactor
  yiyixuxu
  authored
  1aa8d2f
- Run make style / make quality
  
  yiyixuxu
  and
  claude
  committed
  1be4ed4
- Point Wan-Animate-2 tests at the hf-internal-testing tiny repos
  
  yiyixuxu
  and
  claude
  committed
  c307609
- Merge branch 'animate2-refactor' of github.com:yiyixuxu/diffusers into pr-14413
  yiyixuxu
  committed
  d8965f7
- Import the video processor lazily to break a circular import
  
  yiyixuxu
  and
  claude
  committed
  6dc53de
- Default distilled sampling to 10 steps; fix docstring/signature mismatches
  
  yiyixuxu
  and
  claude
  committed
  80938b2
- Pin Wan-Animate-2 block defaults; extend the defaults test for it
  
  yiyixuxu
  and
  claude
  committed
  3d1046a
- Document per-preset sampling defaults; testing guide for the defaults pin
  
  yiyixuxu
  and
  claude
  committed
  0eca946
- Remove the standard WanAnimate2Pipeline
  
  yiyixuxu
  and
  claude
  committed
  612648c
- Give the distilled Wan-Animate-2 preset its own model name
  
  yiyixuxu
  and
  claude
  committed
  e38e13d
- feat: add tests for transformer.
  sayakpaul
  committed
  1551f50
- refactor transformer to avoid var mutation
  sayakpaul
  committed
  68fa61f
- Merge pull request #1 from huggingface/transformer-wan-animate-tests
  yiyixuxu
  authored
  e3db999
- Apply suggestion from @yiyixuxu
  yiyixuxu
  authored
  e6e45c8
- Merge pull request #2 from huggingface/yiyixuxu-animate2-refactor
  yiyixuxu
  authored
  198a639
- Apply suggestions from code review
  
  yiyixuxu
  and
  sayakpaul
  authored
  0275a2b
- Document that compiling the blocks is required for the flex attention path
  
  yiyixuxu
  and
  claude
  committed
  3485751
- Use the official demo assets in the doc example
  
  yiyixuxu
  and
  claude
  committed
  38caa8f

Commits

Commits on Jul 30, 2026

Commits on Aug 7, 2026

Commits on Aug 8, 2026

Commits on Aug 10, 2026

Commits on Aug 11, 2026

Commits on Aug 12, 2026