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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) : 8.274172 ± 0.052402
Mean PPL(base) : 7.237090 ± 0.045539
Cor(ln(PPL(Q)), ln(PPL(base))): 97.60%
Mean ln(PPL(Q)/PPL(base)) : 0.133920 ± 0.001382
Mean PPL(Q)/PPL(base) : 1.143301 ± 0.001580
Mean PPL(Q)-PPL(base) : 1.037082 ± 0.012706
====== KL divergence statistics ======
Mean KLD: 0.114738 ± 0.000483
Maximum KLD: 9.999102
99.9% KLD: 2.236693
99.0% KLD: 0.781076
99.0% KLD: 0.781076
Median KLD: 0.077728
10.0% KLD: 0.005170
5.0% KLD: 0.001727
1.0% KLD: 0.000289
Minimum KLD: -0.000055
====== Token probability statistics ======
Mean Δp: -3.288 ± 0.025 %
Maximum Δp: 65.548%
99.9% Δp: 32.662%
99.0% Δp: 17.193%
95.0% Δp: 7.509%
90.0% Δp: 3.610%
75.0% Δp: 0.176%
Median Δp: -0.636%
25.0% Δp: -5.421%
10.0% Δp: -13.956%
5.0% Δp: -20.435%
1.0% Δp: -38.546%
0.1% Δp: -71.826%
Minimum Δp: -98.746%
RMS Δp : 10.050 ± 0.048 %
Same top p: 83.354 ± 0.098 %