| # SparseFlow Neural v11 (Balanced) | |
| ## 🧠 Balanced Neural Diversity | |
| 7 types with BALANCED distribution: | |
| - STEM: 10% (minimum maintained) | |
| - EXCITATORY: 35% (main carriers) | |
| - INHIBITORY: 10% (capped, gentle) | |
| - MEMORY: 15% | |
| - PATTERN: 12% | |
| - RELAY: 10% | |
| - MODULATORY: 8% (capped) | |
| ## Metrics | |
| | Metric | Value | | |
| |--------|-------| | |
| | Params | 79,198,470 | | |
| | PPL | 3.10 | | |
| | Attn Sparse | 87.5% | | |
| | FFN Sparse | 75.0% | | |
| By Logo - Ame Web Studio |