Add Readme

README.md

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+---
+library_name: diffusers
+pipeline_tag: text-to-image
+tags:
+- stable-diffusion-xl
+- v-prediction
+- anime
+- slerp-merge
+- masterpiece
+license: openrail++
+---
+
+# Project-Cosmos-V2.0 (The Masterpiece)
+
+**Cosmos V2.0** is the culmination of our research. It moves away from destructive pruning (DARE/TIES) and utilizes **Segmented Spherical Linear Interpolation (SLERP)** to create a perfect hybrid.
+
+## The "Cosmos" Formula
+
+1.  **Resolution Lock (1536px Support):**
+    * We identified the **Attention Layers (`attn`)** responsible for spatial resolution.
+    * We skewed these layers **65% towards IllumiYume**. This preserves IllumiYume's capability to generate high-resolution images without artifacts.
+
+2.  **Super Anatomy (50/50 SLERP):**
+    * Since both NoobAI and IllumiYume have excellent anatomy, we didn't discard either.
+    * We used **SLERP (0.5)** on the Input & Middle blocks. This creates a "perfect average" of both skeletal structures, resulting in robust poses and fingers that are better than either model individually.
+
+3.  **Anti-Burn Style Engine (90% NoobAI):**
+    * The Output Blocks (Style/Color) are forced to **90% NoobAI** using Linear Interpolation.
+    * This completely eliminates the high-contrast "burning" issue of IllumiYume at high CFG.
+    * **Result:** You can use CFG 7-10 safely with clean, soft lighting.
+
+## Recommended Settings
+* **Sampler:** Euler a / DPM++ 2M SDE
+* **CFG:** 5.0 - 9.0 (Very stable!)
+* **Steps:** 28+
+* **Resolution:** Supports up to 1536x1536 natively.