eaddario/Watt-Tool-8B-GGUF
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Model: eaddario/Watt-Tool-8B-GGUF
Source: Original Platform
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2026-07-21 16:00:13 +08:00
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====== Perplexity statistics ======
Mean PPL(Q) : 7.553687 ± 0.047468
Mean PPL(base) : 7.237090 ± 0.045539
Cor(ln(PPL(Q)), ln(PPL(base))): 99.32%
Mean ln(PPL(Q)/PPL(base)) : 0.042817 ± 0.000732
Mean PPL(Q)/PPL(base) : 1.043747 ± 0.000764
Mean PPL(Q)-PPL(base) : 0.316598 ± 0.005745
====== KL divergence statistics ======
Mean KLD: 0.033370 ± 0.000164
Maximum KLD: 4.041112
99.9% KLD: 0.772030
99.0% KLD: 0.234367
99.0% KLD: 0.234367
Median KLD: 0.021457
10.0% KLD: 0.001426
5.0% KLD: 0.000473
1.0% KLD: 0.000068
Minimum KLD: -0.000210
====== Token probability statistics ======
Mean Δp: -1.218 ± 0.013 %
Maximum Δp: 57.472%
99.9% Δp: 21.825%
99.0% Δp: 10.690%
95.0% Δp: 4.844%
90.0% Δp: 2.564%
75.0% Δp: 0.260%
Median Δp: -0.171%
25.0% Δp: -2.265%
10.0% Δp: -6.360%
5.0% Δp: -9.509%
1.0% Δp: -18.642%
0.1% Δp: -41.385%
Minimum Δp: -86.813%
RMS Δp : 5.188 ± 0.033 %
Same top p: 91.003 ± 0.075 %