Model Registry · SynapNet family
SynapNet V3
O(L) SSM+GLA hybrid · 12 layers · 256 dim · state 64 · Hebbian/neuromodulation/sleep mechanisms
Benchmarks
| Metric | Value | Notes |
|---|---|---|
| WikiText-2 test PPL | 66.03 | eval_results_20260322 |
| Avg loss (eval) | 4.190 | |
| Eval throughput | 2,773 tok/s |
Known Limitations
- −Loss curve shown per-epoch (50 epochs), anchors approximate; eval numbers exact.
- −No matched-baseline transformer comparison recorded — efficiency claims only.