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feat: Add Anima support - #860

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jaretburkett merged 11 commits into
ostris:mainfrom
rmatif:anima
Jul 15, 2026
Merged

feat: Add Anima support #860
jaretburkett merged 11 commits into
ostris:mainfrom
rmatif:anima

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@rmatif

@rmatif rmatif commented Jun 2, 2026

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This PR adds Anima support following the Diffusers support introduced in huggingface/diffusers#13732

Fixes #791

cc @tdrussell

@driqeks

driqeks commented Jun 3, 2026

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This does not support using existing anima_baseV10.safetensors as model path, could you support that?

Failed to load config from '/models/anima_baseV10.safetensors'. Could not find or load 'modular_model_index.json' or 'model_index.json'.

@wickywonka

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目前不支持使用现有的 anima_baseV10.safetensors 作为模型路径,请问能否支持此功能?

Failed to load config from '/models/anima_baseV10.safetensors'. Could not find or load 'modular_model_index.json' or 'model_index.json'.

You should not use that model file directly, use this instead:
circlestone-labs/Anima-Base-v1.0-Diffusers

@Volnovik

Volnovik commented Jul 7, 2026

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Why is it not merged? Seems to be working fine (trained a slider with it)

@FrakerKill

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Is there any config file to train anima?? In my case on model doesn't appear the circlestone model

@jaretburkett
jaretburkett merged commit 3e6bd87 into ostris:main Jul 15, 2026
@jaretburkett

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Thank you

socrasteeze added a commit to socrasteeze/ai-toolkit that referenced this pull request Jul 16, 2026
Upstream shipped its own diffusers-based Anima (ostris#860), so the fork's
vendored sd-scripts port (Phase 4) is retired: the anima extension dir,
diffusion_models/__init__.py, and options.ts are byte-identical to upstream
again. Fork enhancements survive, adapted to upstream's implementation:
presets v2.0 + example config (diffusers-name ignore_if_contains replaces
adaln_modulation; sigmoid_scale dropped - unsupported upstream) and the
unchanged advisor recipe. Also adds a community 16GB+ KREA2 preset
(automagic3, qfloat8, layer offloading).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
perfectgf pushed a commit to perfectgf/lora-dataset-studio that referenced this pull request Jul 18, 2026
…s into CHANGELOG.md

The README now carries a Roadmap section (directions, not dates) mirroring the
Discord roadmap: Merge Lab, Anima family (unblocked by ostris/ai-toolkit#860),
WAN video LoRAs, smarter watermark detection, more base models. Older Recent
improvements entries roll into a new CHANGELOG.md to keep the README readable,
and the Table of contents gains the missing Roadmap link.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011jyNdV4Cyo4Lo9L6hGkCzA
perfectgf pushed a commit to perfectgf/lora-dataset-studio that referenced this pull request Jul 22, 2026
…s into CHANGELOG.md

The README now carries a Roadmap section (directions, not dates) mirroring the
Discord roadmap: Merge Lab, Anima family (unblocked by ostris/ai-toolkit#860),
WAN video LoRAs, smarter watermark detection, more base models. Older Recent
improvements entries roll into a new CHANGELOG.md to keep the README readable,
and the Table of contents gains the missing Roadmap link.
socrasteeze added a commit to socrasteeze/ai-toolkit that referenced this pull request Aug 4, 2026
Upstream shipped its own diffusers-based Anima (ostris#860), so the fork's
vendored sd-scripts port (Phase 4) is retired: the anima extension dir,
diffusion_models/__init__.py, and options.ts are byte-identical to upstream
again. Fork enhancements survive, adapted to upstream's implementation:
presets v2.0 + example config (diffusers-name ignore_if_contains replaces
adaln_modulation; sigmoid_scale dropped - unsupported upstream) and the
unchanged advisor recipe. Also adds a community 16GB+ KREA2 preset
(automagic3, qfloat8, layer offloading).
MiddlePathLabs pushed a commit to MiddlePathLabs/ai-toolkit that referenced this pull request Aug 19, 2026
* Add Anima training support

* Update Anima modular training

* Use sample guidance for Anima

* Fix Anima sampling

* Limit Anima LoRA targets

* Convert Anima LoRA exports

* Fix Anima local loading

* Update Anima default model

* Pin upstream Anima diffusers

* Adjust template defaults to be consistent with other models. Update README

---------

Co-authored-by: Jaret Burkett (Ostris) <jaretburkett@gmail.com>
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