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Watt-Tool-8B-GGUF/scores/Watt-Tool-8B-iq4_nl.ppx

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====== Perplexity statistics ======
Mean PPL(Q) : 7.516430 ± 0.047275
Mean PPL(base) : 7.237090 ± 0.045539
Cor(ln(PPL(Q)), ln(PPL(base))): 99.30%
Mean ln(PPL(Q)/PPL(base)) : 0.037872 ± 0.000742
Mean PPL(Q)/PPL(base) : 1.038599 ± 0.000771
Mean PPL(Q)-PPL(base) : 0.279341 ± 0.005741
====== KL divergence statistics ======
Mean KLD: 0.034545 ± 0.000172
Maximum KLD: 4.479205
99.9% KLD: 0.809954
99.0% KLD: 0.243338
99.0% KLD: 0.243338
Median KLD: 0.022288
10.0% KLD: 0.001467
5.0% KLD: 0.000485
1.0% KLD: 0.000067
Minimum KLD: -0.000025
====== Token probability statistics ======
Mean Δp: -0.984 ± 0.014 %
Maximum Δp: 60.862%
99.9% Δp: 23.910%
99.0% Δp: 11.795%
95.0% Δp: 5.549%
90.0% Δp: 3.027%
75.0% Δp: 0.404%
Median Δp: -0.103%
25.0% Δp: -2.015%
10.0% Δp: -6.046%
5.0% Δp: -9.267%
1.0% Δp: -18.431%
0.1% Δp: -42.825%
Minimum Δp: -93.056%
RMS Δp : 5.270 ± 0.035 %
Same top p: 90.812 ± 0.076 %