metadata
license: apache-2.0
tags:
- krystalmind
- pdssm
- pharma-crm
- state-space-model
KrystalMind Synapse (PD-SSM)
Pharma-Domain State Space Model for real-time entity divergence detection.
Architecture
- 41.5M params: PD-SSM 38.4M + concept_projector 2.0M + heads 1.1M
- 6 SSM layers: Pharma-domain diagonal SSM with complex hidden state
- Graph-Guided SSM (GG-SSM): 31,494 additional params for neighbor-aware selector blending
- 3 semantic tiers: Tactical (L1-2), Relational (L3-4), Strategic (L5-6)
- STATE_DIM: 128 (complex: re + im per layer)
Files
phase2_ggssm_routing.km— Production baked model with GG-SSM + routing head (58 MB)phase2_ggssm_routing.safetensors— SafeTensors format (156 MB)routing_head_best.pt— MLP routing classifier (1.5 MB)checkpoints/phase1_production.pt— Phase 1 best checkpoint, step 1500 (460 MB)
Training
- Phase 1: 35,700 sequences (34 entity types), avg FSA=93%, tier_corr=0.937
- Phase 2: GG-SSM graph messages, val_loss=0.66, 22/22 tests passing
- Latency: 1-2ms per entity scan