| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Llama-3.1-8B | UniQL | TPOT7.3 | 5 | 1mo ago | |
| Qwen 7B Nano 8G 2.5 (inference) | UniQL | TPOT (ms)57.7 | 3 | 1mo ago | |
| Nemotron-H-8B | UniQL | TPOT6.8 | 3 | 1mo ago | |
| Mamba2-8B on Nano 8G (inference) | UniQL | TPOT (Time Per Output Token)55.3 | 2 | 1mo ago |