| --- |
| 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. |
|
|
