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Model: eaddario/Watt-Tool-8B-GGUF
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2026-07-21 16:00:13 +08:00
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====== Perplexity statistics ======
Mean PPL(Q) : 7.570386 ± 0.047455
Mean PPL(base) : 7.237090 ± 0.045539
Cor(ln(PPL(Q)), ln(PPL(base))): 99.27%
Mean ln(PPL(Q)/PPL(base)) : 0.045025 ± 0.000759
Mean PPL(Q)/PPL(base) : 1.046054 ± 0.000794
Mean PPL(Q)-PPL(base) : 0.333296 ± 0.005934
====== KL divergence statistics ======
Mean KLD: 0.036155 ± 0.000172
Maximum KLD: 3.950742
99.9% KLD: 0.799789
99.0% KLD: 0.253352
99.0% KLD: 0.253352
Median KLD: 0.023291
10.0% KLD: 0.001614
5.0% KLD: 0.000535
1.0% KLD: 0.000079
Minimum KLD: -0.000198
====== Token probability statistics ======
Mean Δp: -1.387 ± 0.014 %
Maximum Δp: 59.331%
99.9% Δp: 22.210%
99.0% Δp: 10.808%
95.0% Δp: 4.768%
90.0% Δp: 2.461%
75.0% Δp: 0.216%
Median Δp: -0.219%
25.0% Δp: -2.513%
10.0% Δp: -6.790%
5.0% Δp: -10.102%
1.0% Δp: -19.543%
0.1% Δp: -42.826%
Minimum Δp: -87.885%
RMS Δp : 5.421 ± 0.034 %
Same top p: 90.686 ± 0.077 %