| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 57.654440 ± 0.728232 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 74.66% | |
| Mean ln(PPL(Q)/PPL(base)) : 1.920782 ± 0.008575 | |
| Mean PPL(Q)/PPL(base) : 6.826292 ± 0.058538 | |
| Mean PPL(Q)-PPL(base) : 49.208502 ± 0.680950 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.794232 ± 0.006308 | |
| Maximum KLD: 35.415676 | |
| 99.9% KLD: 17.817822 | |
| 99.0% KLD: 12.097032 | |
| 99.0% KLD: 12.097032 | |
| Median KLD: 1.028153 | |
| 10.0% KLD: 0.012323 | |
| 5.0% KLD: 0.002062 | |
| 1.0% KLD: 0.000091 | |
| Minimum KLD: -0.000004 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -9.293 ± 0.086 % | |
| Maximum Δp: 99.651% | |
| 99.9% Δp: 90.927% | |
| 99.0% Δp: 71.009% | |
| 95.0% Δp: 39.216% | |
| 90.0% Δp: 19.661% | |
| 75.0% Δp: 0.725% | |
| Median Δp: -0.426% | |
| 25.0% Δp: -14.393% | |
| 10.0% Δp: -60.223% | |
| 5.0% Δp: -89.795% | |
| 1.0% Δp: -99.975% | |
| 0.1% Δp: -100.000% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 34.464 ± 0.092 % | |
| Same top p: 59.358 ± 0.127 % | |