| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 6.570115 ± 0.040324 | |
| Mean PPL(base) : 6.554978 ± 0.040159 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.90% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.002306 ± 0.000270 | |
| Mean PPL(Q)/PPL(base) : 1.002309 ± 0.000271 | |
| Mean PPL(Q)-PPL(base) : 0.015136 ± 0.001781 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.004383 ± 0.000032 | |
| Maximum KLD: 2.212321 | |
| 99.9% KLD: 0.132681 | |
| 99.0% KLD: 0.034646 | |
| 99.0% KLD: 0.034646 | |
| Median KLD: 0.002591 | |
| 10.0% KLD: 0.000106 | |
| 5.0% KLD: 0.000027 | |
| 1.0% KLD: 0.000002 | |
| Minimum KLD: -0.000056 | |
| ====== Token probability statistics ====== | |
| Mean Δp: -0.000 ± 0.005 % | |
| Maximum Δp: 49.226% | |
| 99.9% Δp: 11.768% | |
| 99.0% Δp: 5.638% | |
| 95.0% Δp: 2.842% | |
| 90.0% Δp: 1.720% | |
| 75.0% Δp: 0.416% | |
| Median Δp: 0.000% | |
| 25.0% Δp: -0.391% | |
| 10.0% Δp: -1.680% | |
| 5.0% Δp: -2.766% | |
| 1.0% Δp: -5.808% | |
| 0.1% Δp: -15.176% | |
| Minimum Δp: -72.891% | |
| RMS Δp : 2.003 ± 0.019 % | |
| Same top p: 96.391 ± 0.049 % | |