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

Merged

yiyixuxu merged 30 commits into

huggingface:mainfrom

yiyixuxu:animate2-refactor

Aug 12, 2026

Commits on Jul 30, 2026

support wan-animate-2
kelseyee
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6365601

Commits on Aug 7, 2026

Merge branch 'huggingface:main' into main
kelseyee
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14f482c
Refactor Wan-Animate-2 to diffusers conventions

yiyi@huggingface.co
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claude
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a54425a

Commits on Aug 8, 2026

Free per-segment KV cache and latents at the segment boundary

yiyixuxu
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claude
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2b722ed
Let `load_video` report the video's frame rate

yiyixuxu
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claude
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270a84e
Preprocess Wan-Animate-2 with the image/video processors

yiyixuxu
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claude
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fc0c23b

Commits on Aug 10, 2026

Match Wan-Animate-2 preprocessing to the reference implementation

yiyixuxu
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claude
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54dabb7

Commits on Aug 11, 2026

Add Wan-Animate-2 modular pipeline

yiyixuxu
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claude
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918c239
Repack Wan-Animate-2 modular blocks into canonical standalone steps

yiyixuxu
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claude
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cc5c239
Refine Wan-Animate-2 modular blocks: in-loop VAE encode, v1-style tensor names

yiyixuxu
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claude
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e0291f8

Commits on Aug 12, 2026

Add Wan-Animate-2 modular tests, fill docstrings, self-assemble blocksets

yiyixuxu
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claude
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1b81e87
Add Wan-Animate-2 docs (modular pipeline + transformer)

yiyixuxu
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claude
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b9a1586
Merge branch 'main' into animate2-refactor
yiyixuxu
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1aa8d2f
Run make style / make quality

yiyixuxu
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claude
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1be4ed4
Point Wan-Animate-2 tests at the hf-internal-testing tiny repos

yiyixuxu
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claude
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c307609
Merge branch 'animate2-refactor' of github.com:yiyixuxu/diffusers into pr-14413
yiyixuxu
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d8965f7
Import the video processor lazily to break a circular import

yiyixuxu
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claude
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6dc53de
Default distilled sampling to 10 steps; fix docstring/signature mismatches

yiyixuxu
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claude
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80938b2
Pin Wan-Animate-2 block defaults; extend the defaults test for it

yiyixuxu
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claude
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3d1046a
Document per-preset sampling defaults; testing guide for the defaults pin

yiyixuxu
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claude
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0eca946
Remove the standard WanAnimate2Pipeline

yiyixuxu
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claude
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612648c
Give the distilled Wan-Animate-2 preset its own model name

yiyixuxu
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claude
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e38e13d
feat: add tests for transformer.
sayakpaul
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1551f50
refactor transformer to avoid var mutation
sayakpaul
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68fa61f
Merge pull request #1 from huggingface/transformer-wan-animate-tests
yiyixuxu
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e3db999
Apply suggestion from @yiyixuxu
yiyixuxu
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e6e45c8
Merge pull request #2 from huggingface/yiyixuxu-animate2-refactor
yiyixuxu
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198a639
Apply suggestions from code review

yiyixuxu
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sayakpaul
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0275a2b
Document that compiling the blocks is required for the flex attention path

yiyixuxu
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claude
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3485751
Use the official demo assets in the doc example

yiyixuxu
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38caa8f