Model Registry · D-CSIL family
SLM-10M
Causal transformer · 12 layers · 256 dim · GQA 8Q/2KV · QK-norm · RoPE θ=100k · SwiGLU · weight tying
STATUS RELEASEDPROJECT: D-CSIL FOUNDATION MODELS
Benchmarks
| Metric | Value | Notes |
|---|---|---|
| HellaSwag (acc_norm) | 26.53% | |
| ARC-Easy (acc_norm) | 30.47% | |
| ARC-Challenge (acc_norm) | 25.00% | |
| PIQA (acc_norm) | 50.92% | |
| ArithMark-2.0 | 24.32% | |
| Leaderboard average | 32.38% | zero-shot, Open SLM harness |
Known Limitations
- −Open-ended generation shows repetition loops — evaluated via log-likelihood ranking, as appropriate at 10M.
- −Loss-curve anchors are approximate; benchmark scores are exact from the 2026-06-23 eval files.