Add Readme

README.md

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+---
+library_name: diffusers
+pipeline_tag: text-to-image
+tags:
+- stable-diffusion-xl
+- v-prediction
+- anime
+- dare-merge
+- magr
+license: openrail++
+---
+
+# Project-Cosmos-V1.0 (MagR Edition)
+
+**Project Cosmos** represents the 2026 SOTA in model merging using **Magnitude-DARE (MagR)**. Instead of random dropouts (Classic DARE) or simple blends (Linear), Cosmos intelligently identifies the "strongest" feature updates from NoobAI and implants them into IllumiYume with aggressive rescaling.
+
+## The Technology: MagR
+* **Input Blocks (Anatomy):** **90% Drop Rate.** We discard 90% of NoobAI's data, keeping only the top 10% strongest structural updates. This creates a "Super-Skeleton" while preserving IllumiYume's stability.
+* **Output Blocks (Style):** **60% Drop Rate.** We allow the top 40% of NoobAI's style features to penetrate, rescaled to ensure the "NoobAI Look" dominates the rendering engine without creating noise.
+* **Rescaling:** Remaining vectors are mathematically amplified to compensate for the dropout, resulting in extreme clarity.
+
+## Recommended Settings
+* **Sampler:** Euler a / DPM++ 2M SDE
+* **CFG:** 5.0 - 8.0
+* **Steps:** 30+
+* **V-Prediction:** ENABLED