eaddario/Watt-Tool-8B-GGUF
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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) : 7.337057 ± 0.046220
Mean PPL(base) : 7.237090 ± 0.045539
Cor(ln(PPL(Q)), ln(PPL(base))): 99.81%
Mean ln(PPL(Q)/PPL(base)) : 0.013719 ± 0.000386
Mean PPL(Q)/PPL(base) : 1.013813 ± 0.000391
Mean PPL(Q)-PPL(base) : 0.099967 ± 0.002893
====== KL divergence statistics ======
Mean KLD: 0.009155 ± 0.000052
Maximum KLD: 2.029761
99.9% KLD: 0.235197
99.0% KLD: 0.070048
99.0% KLD: 0.070048
Median KLD: 0.005494
10.0% KLD: 0.000351
5.0% KLD: 0.000113
1.0% KLD: 0.000014
Minimum KLD: -0.000066
====== Token probability statistics ======
Mean Δp: -0.318 ± 0.007 %
Maximum Δp: 56.530%
99.9% Δp: 14.003%
99.0% Δp: 6.553%
95.0% Δp: 3.083%
90.0% Δp: 1.762%
75.0% Δp: 0.311%
Median Δp: -0.019%
25.0% Δp: -0.801%
10.0% Δp: -2.703%
5.0% Δp: -4.299%
1.0% Δp: -8.935%
0.1% Δp: -20.874%
Minimum Δp: -84.208%
RMS Δp : 2.680 ± 0.024 %
Same top p: 95.302 ± 0.056 %