| ====== Perplexity statistics ====== | |
| Mean PPL(Q) : 7.853283 ± 0.054726 | |
| Mean PPL(base) : 7.669212 ± 0.052592 | |
| Cor(ln(PPL(Q)), ln(PPL(base))): 99.59% | |
| Mean ln(PPL(Q)/PPL(base)) : 0.023718 ± 0.000635 | |
| Mean PPL(Q)/PPL(base) : 1.024001 ± 0.000651 | |
| Mean PPL(Q)-PPL(base) : 0.184071 ± 0.005304 | |
| ====== KL divergence statistics ====== | |
| Mean KLD: 0.018656 ± 0.000110 | |
| Maximum KLD: 7.140765 | |
| 99.9% KLD: 0.458232 | |
| 99.0% KLD: 0.158482 | |
| 99.0% KLD: 0.158482 | |
| Median KLD: 0.009102 | |
| 10.0% KLD: 0.000233 | |
| 5.0% KLD: 0.000051 | |
| 1.0% KLD: 0.000004 | |
| Minimum KLD: -0.000059 | |
| ====== Token probability statistics ====== | |
| Mean Δp: 0.092 ± 0.010 % | |
| Maximum Δp: 66.433% | |
| 99.9% Δp: 22.960% | |
| 99.0% Δp: 11.428% | |
| 95.0% Δp: 5.667% | |
| 90.0% Δp: 3.452% | |
| 75.0% Δp: 0.841% | |
| Median Δp: 0.001% | |
| 25.0% Δp: -0.535% | |
| 10.0% Δp: -2.891% | |
| 5.0% Δp: -5.201% | |
| 1.0% Δp: -12.426% | |
| 0.1% Δp: -30.269% | |
| Minimum Δp: -71.296% | |
| RMS Δp : 3.911 ± 0.026 % | |
| Same top p: 93.716 ± 0.062 % | |