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D-CSIL

Model Registry · D-CSIL family

D-CSIL-1

GLA · 12 layers · 256 dim · state 64 · 4 heads · seq 256

STATUS ARCHIVEDVAL PPL 455.77PROJECT: D-CSIL FOUNDATION MODELS
D-CSIL-1 — TRAINING LOSS (DEMO DATA)40,000 STEPS · MIN 6.10
6.16.67.17.78.20k10k20k30k40k

Benchmarks

MetricValueNotes
Val PPL @ epoch 8455.77honest number — post-training regressed quality
Prompt adherence (64 prompts)0.336 mean
Exact match (factual)37.5%6/16
Degenerate responses3.1%2/64

Known Limitations

  • High validation PPL — kept in the registry as a documented lesson in small-model DPO.
  • Loss-curve anchors approximate; eval numbers exact from inference_report_epoch8.