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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)

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

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.