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anima-turbo-4step
sorryhyun/anima-turbo-4step
anima-turbo-4step is a text-to-image model from sorryhyun. Use it when you need an image from a text prompt. The card lists the license as other.
Anima lora for turbo generation, implemented with DP-DMD and Continuous-Time Distillation paper.
Access
Public
Updated Sep 22, 2026
Repo size
27.1 GB
Likes
27
Public
Repo makeup
Click a slice to open those files.
.data5.4 GB · 74%
At a glance
- Task
- Text-to-Image
- License
- other
- Access
- Public
- Created
- Jun 18, 2026
- Updated
- Sep 22, 2026
- SHA
- 2b6acf52
Base models
Model card
From the Hugging Face model README
Anima lora for turbo generation, implemented with DP-DMD and Continuous-Time Distillation paper.
This model is presented in the paper When does training on downscaled images yield the same gradients?.
Try new anima_turbo_4step_v3.safetensors
trained with 10k steps, 30h in single 5070ti using anima_lora
Reproducible by CFG=1.0, steps=4, er_sde sampler
License
The weights in this repository are a Derivative of Anima and are distributed under the CircleStone Labs Non-Commercial License (see NOTICE.md). Any rights to use them are granted directly by CircleStone Labs LLC under that license. The ONNX exports under onnx/ embed the Anima model itself (with the turbo LoRA merged) and are covered by the same license.
- The model/weights may only be used for non-commercial purposes. Generated images (Outputs) may be used commercially.
- Anima is itself a Derivative Model of NVIDIA Cosmos-Predict2-2B-Text2Image and is subject to the NVIDIA Open Model License Agreement insofar as it applies to Derivative Models.
- For a commercial license, see the Anima model card.
- This is not an official CircleStone Labs product and is not endorsed by CircleStone Labs.
Earlier revisions of this card listed Apache-2.0; that was incorrect and is superseded by the license above.
Built on NVIDIA Cosmos.
- Task
- Text-to-Image
- License
- other
- Created
- Jun 18, 2026
- Updated
- Sep 22, 2026