---
library_name: diffusers
pipeline_tag: text-to-image
tags:
- stable-diffusion-xl
- v-prediction
- anime
- sparse-merge
license: openrail++
---

# Project-Cosmos-V1.1 (Stabilized Edition)

**Cosmos V1.1** fixes the tensor explosion issue of V1.0. It moves away from theoretical LLM DARE scaling and uses **Sparse Transfer Learning**.

## The Fix
* **Removed Aggressive Scaling:** We no longer multiply weights by 10x. This eliminates the "deep-fried" noise artifacts.
* **Sparse Cleaning:** We still **Drop (Prune)** 40-80% of the weak noise data from NoobAI, ensuring only the clean "bone structure" and "core style" are transferred to IllumiYume.
* **Result:** The sharpness of DARE, without the destruction.

## Recommended Settings
* **Sampler:** Euler a / DPM++ 2M SDE
* **CFG:** 5.0 - 7.0
* **Steps:** 28+