| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 57.254362 ± 0.721067 | |
| Mean PPL(base) : 8.445938 ± 0.065177 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 74.56% | |
| Mean ln(PPL(Q)/PPL(base)) : 1.913818 ± 0.008558 | |
| Mean PPL(Q)/PPL(base) : 6.778923 ± 0.058011 | |
| Mean PPL(Q)-PPL(base) : 48.808424 ± 0.673871 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 1.792982 ± 0.006300 | |
| Maximum KLD: 36.765514 | |
| 99.9% KLD: 17.909147 | |
| 99.0% KLD: 12.072874 | |
| 99.0% KLD: 12.072874 | |
| Median KLD: 1.026656 | |
| 10.0% KLD: 0.012494 | |
| 5.0% KLD: 0.002115 | |
| 1.0% KLD: 0.000097 | |
| Minimum KLD: -0.000004 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -9.384 ± 0.086 % | |
| Maximum Δp: 99.647% | |
| 99.9% Δp: 90.769% | |
| 99.0% Δp: 70.837% | |
| 95.0% Δp: 39.084% | |
| 90.0% Δp: 19.621% | |
| 75.0% Δp: 0.705% | |
| Median Δp: -0.440% | |
| 25.0% Δp: -14.590% | |
| 10.0% Δp: -60.605% | |
| 5.0% Δp: -90.004% | |
| 1.0% Δp: -99.974% | |
| 0.1% Δp: -100.000% | |
| Minimum Δp: -100.000% | |
| RMS Δp : 34.527 ± 0.092 % | |
| Same top p: 59.266 ± 0.127 % | |