Zero-shot Evaluation on ARC, BoolQ, HellaSwag, LAMBADA, and MMLU
0.354ARC-CMuon-32
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Muon-32Model size=XXL2025.09 | 0.354 | 0.713 | 0.618 | 0.428 | 0.424 | 0.261 | 0.466 | |
| Muon-8L/AdamW-32Model size=XXL2025.09 | 0.352 | 0.707 | 0.618 | 0.428 | 0.422 | 0.256 | 0.464 | |
| Muon-8L/AdamW-8DModel size=XXL2025.09 | 0.347 | 0.706 | 0.625 | 0.425 | 0.418 | 0.26 | 0.463 | |
| Muon-8L/AdamW-32Model size=XL2025.09 | 0.298 | 0.651 | 0.603 | 0.381 | 0.373 | 0.253 | 0.427 | |
| Muon-32Model size=XL2025.09 | 0.296 | 0.653 | 0.607 | 0.382 | 0.376 | 0.255 | 0.428 | |
| Muon-8L/AdamW-8DModel size=XL2025.09 | 0.293 | 0.649 | 0.586 | 0.379 | 0.368 | 0.254 | 0.422 | |
| Muon-32Model size=Large2025.09 | 0.281 | 0.62 | 0.606 | 0.355 | 0.342 | 0.25 | 0.409 | |
| Muon-8L/AdamW-32Model size=Large2025.09 | 0.278 | 0.626 | 0.61 | 0.356 | 0.338 | 0.251 | 0.41 | |
| Muon-8L/AdamW-8DModel size=Large2025.09 | 0.272 | 0.628 | 0.611 | 0.355 | 0.335 | 0.245 | 0.408 | |
| Muon-8L/AdamW-32Model size=Medium2025.09 | 0.247 | 0.563 | 0.613 | 0.315 | 0.274 | 0.232 | 0.374 | |
| Muon-32Model size=Medium2025.09 | 0.236 | 0.564 | 0.606 | 0.316 | 0.272 | 0.231 | 0.371 | |
| Muon-8L/AdamW-8DModel size=Medium2025.09 | 0.235 | 0.559 | 0.595 | 0.314 | 0.272 | 0.23 | 0.368 | |
| Muon-8L/AdamW-32Model size=Small2025.09 | 0.211 | 0.505 | 0.574 | 0.285 | 0.202 | 0.23 | 0.335 | |
| Muon-8L/AdamW-8DModel size=Small2025.09 | 0.205 | 0.506 | 0.58 | 0.283 | 0.202 | 0.23 | 0.334 | |
| Muon-32Model size=Small2025.09 | 0.204 | 0.503 | 0.571 | 0.285 | 0.203 | 0.23 | 0.332 |