---
license: other
license_name: circlestone-labs-non-commercial
tags:
- text-to-image
- diffusers
- cosmos
library_name: diffusers
pipeline_tag: text-to-image
---

# Anima Preview 3 (SD.Next Diffusers Conversion)

Diffusers-format conversion of [Anima Preview 3](https://huggingface.co/circlestone-labs/Anima) for use with SD.Next.

**Original model:** [circlestone-labs/Anima](https://huggingface.co/circlestone-labs/Anima)

## Changes from Preview 2

- Extended training at 1024 resolution
- Expanded dataset coverage for less common artists (50-100 post count)

## Architecture

- **Transformer:** CosmosTransformer3DModel (2B params, 28 layers)
- **Text Encoder:** Qwen3-0.6B (replacing Cosmos T5-11B)
- **LLM Adapter:** Custom cross-attention adapter bridging Qwen3 to the transformer
- **VAE:** AutoencoderKLWan