| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 10.349753 ± 0.074664 | |
| Mean PPL(base) : 10.036835 ± 0.072696 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.18% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.030701 ± 0.000925 | |
| Mean PPL(Q)/PPL(base) : 1.031177 ± 0.000954 | |
| Mean PPL(Q)-PPL(base) : 0.312918 ± 0.009631 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.048768 ± 0.000209 | |
| Maximum KLD: 3.758030 | |
| 99.9% KLD: 0.887181 | |
| 99.0% KLD: 0.364024 | |
| 99.0% KLD: 0.364024 | |
| Median KLD: 0.029039 | |
| 10.0% KLD: 0.001092 | |
| 5.0% KLD: 0.000244 | |
| 1.0% KLD: 0.000018 | |
| Minimum KLD: -0.000019 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -1.020 ± 0.015 % | |
| Maximum Δp: 79.699% | |
| 99.9% Δp: 30.611% | |
| 99.0% Δp: 14.151% | |
| 95.0% Δp: 5.746% | |
| 90.0% Δp: 2.903% | |
| 75.0% Δp: 0.312% | |
| Median Δp: -0.060% | |
| 25.0% Δp: -1.929% | |
| 10.0% Δp: -6.302% | |
| 5.0% Δp: -10.024% | |
| 1.0% Δp: -20.875% | |
| 0.1% Δp: -43.369% | |
| Minimum Δp: -76.104% | |
| RMS Δp : 5.764 ± 0.034 % | |
| Same top p: 89.288 ± 0.080 % | |