Add Readme

README.md

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+---
+library_name: diffusers
+pipeline_tag: text-to-image
+tags:
+- stable-diffusion-xl
+- v-prediction
+- anime
+- surgical-merge
+- high-resolution
+license: openrail++
+---
+
+# Project-Cosmos-V2.1 (Resolution Transplant)
+
+**Cosmos V2.1** marks a strategic pivot. We identified that **NoobAI XL** has superior anatomy and style compared to previous bases. However, NoobAI sometimes struggles with very high resolutions (1536px+).
+
+## The Method: Surgical Attention Transplant
+* **Base:** **NoobAI XL v1.0** (100% of Anatomy, ResNets, Style, and Text Encoders).
+* **Donor:** **IllumiYume v3.5** (Only providing Spatial Awareness).
+* **Technique:** We applied **SLERP (50%)** *only* to the **Attention Layers** (`attn`/`transformer`). These layers control how the model handles pixel coherence at scale.
+
+## The Result
+* **Anatomy:** Pure NoobAI (Perfect fingers, good proportions).
+* **Style:** Pure NoobAI (Soft lighting, no burns).
+* **Resolution:** Inherited IllumiYume's ability to render native **1536x1536** without duplicating heads or breaking bodies.
+
+## Recommended Settings
+* **Sampler:** Euler a / DPM++ 2M SDE
+* **CFG:** 5.0 - 8.0
+* **Resolution:** Tested up to 1536x1536 (Native).