Training runs
Verified runs on shared network infrastructure, scored on efficiency.
| Run | Model | Optimizer | Efficiency | Throughput | Status |
|---|---|---|---|---|---|
| tilde-okls-8b | 8B dense | OKLS | 1.52× | 98.2% | Verified |
| wallattn-4k-context | 3B dense | OKLS + Wall Attn | 1.47× | 97.9% | Verified |
| aurora-sweep-12b | 12B dense | Aurora | 1.31× | 99.1% | Running |
| momoe-sparse-64e | 64E MoE | OKLS + MoMoE | 1.38× | 98.7% | Verified |
| nsa-longctx-1b | 1B dense | OKLS + NSA | 1.44× | 98.4% | Queued |
| compmuon-ab-2b | 2B dense | Comp. Muon | 1.18× | 99.6% | Verified |