Audio Classification on Quinn
81.2F1 ScoreBitNet-Q4/8/16-QMoE
Evaluation Results
| Method | Links | |
|---|---|---|
| BitNet-Q4/8/16-QMoEParams (M)=4.992025.11 | 81.2 | |
| Q8-BaseParams (M)=1.22025.11 | 80.8 | |
| BitNet-Q8/16-PTQ-QMoE-CParams (M)=4.99, Routing=MoE-C (curiosity)2025.11 | 80.7 | |
| Q4-BaseParams (M)=1.22025.11 | 80.5 | |
| BitNet-Q4/8-QMoE-CParams (M)=3.8, Routing=MoE-C (curiosity)2025.11 | 80.5 | |
| Q16-BaseParams (M)=1.22025.11 | 80.4 | |
| FP32-BaseParams (M)=1.192025.11 | 80.3 | |
| Q1-BaseParams (M)=1.22025.11 | 80.3 | |
| BitNet-Q4/8/16-QMoE-CParams (M)=4.99, Routing=MoE-C (curiosity)2025.11 | 80.3 | |
| Q8-Base-PTQParams (M)=1.192025.11 | 80.2 | |
| BitNet-Q8/16-PTQ-QMoEParams (M)=4.992025.11 | 79.7 | |
| Q2-BaseParams (M)=1.22025.11 | 79.6 | |
| BitNet-Q8PTQ-QMoE-CParams (M)=2.59, Routing=MoE-C (curiosity)2025.11 | 79.5 | |
| BitNet-Q8PTQ-QMoEParams (M)=2.592025.11 | 79.3 | |
| BitNet-BaseParams (M)=1.22025.11 | 76.8 |