| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 7.731911 ± 0.053337 | |
| Mean PPL(base) : 7.669212 ± 0.052592 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.83% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.008142 ± 0.000406 | |
| Mean PPL(Q)/PPL(base) : 1.008175 ± 0.000409 | |
| Mean PPL(Q)-PPL(base) : 0.062699 ± 0.003197 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.006765 ± 0.000058 | |
| Maximum KLD: 6.814367 | |
| 99.9% KLD: 0.159096 | |
| 99.0% KLD: 0.053242 | |
| 99.0% KLD: 0.053242 | |
| Median KLD: 0.003535 | |
| 10.0% KLD: 0.000089 | |
| 5.0% KLD: 0.000019 | |
| 1.0% KLD: 0.000001 | |
| Minimum KLD: -0.000145 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.052 ± 0.006 % | |
| Maximum Δp: 66.442% | |
| 99.9% Δp: 15.479% | |
| 99.0% Δp: 7.070% | |
| 95.0% Δp: 3.352% | |
| 90.0% Δp: 1.959% | |
| 75.0% Δp: 0.414% | |
| Median Δp: 0.000% | |
| 25.0% Δp: -0.457% | |
| 10.0% Δp: -2.146% | |
| 5.0% Δp: -3.636% | |
| 1.0% Δp: -7.566% | |
| 0.1% Δp: -16.327% | |
| Minimum Δp: -45.875% | |
| RMS Δp : 2.437 ± 0.018 % | |
| Same top p: 95.936 ± 0.051 % | |