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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%

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