| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 77.090453 ± 1.044822 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 73.55% | |
| Mean ln(PPL(Q)/PPL(base)) : 2.211294 ± 0.009454 | |
| Mean PPL(Q)/PPL(base) : 9.127518 ± 0.086296 | |
| Mean PPL(Q)-PPL(base) : 68.644515 ± 0.997862 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 2.063818 ± 0.006856 | |
| Maximum KLD: 39.386982 | |
| 99.9% KLD: 19.179407 | |
| 99.0% KLD: 12.731147 | |
| 99.0% KLD: 12.731147 | |
| Median KLD: 1.246560 | |
| 10.0% KLD: 0.011396 | |
| 5.0% KLD: 0.001648 | |
| 1.0% KLD: 0.000063 | |
| Minimum KLD: -0.000003 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -9.665 ± 0.088 % | |
| Maximum Δp: 99.654% | |
| 99.9% Δp: 93.397% | |
| 99.0% Δp: 73.865% | |
| 95.0% Δp: 40.361% | |
| 90.0% Δp: 19.833% | |
| 75.0% Δp: 0.586% | |
| Median Δp: -0.448% | |
| 25.0% Δp: -15.350% | |
| 10.0% Δp: -62.944% | |
| 5.0% Δp: -90.459% | |
| 1.0% Δp: -99.970% | |
| 0.1% Δp: -100.000% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 35.199 ± 0.092 % | |
| Same top p: 57.360 ± 0.128 % | |