| | --- |
| | 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 |
| |
|
