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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) : 7.275772 ± 0.045822
Mean PPL(base) : 7.237090 ± 0.045539
Cor(ln(PPL(Q)), ln(PPL(base))): 99.93%
Mean ln(PPL(Q)/PPL(base)) : 0.005331 ± 0.000228
Mean PPL(Q)/PPL(base) : 1.005345 ± 0.000229
Mean PPL(Q)-PPL(base) : 0.038683 ± 0.001675
====== KL divergence statistics ======
Mean KLD: 0.003219 ± 0.000027
Maximum KLD: 1.342281
99.9% KLD: 0.106393
99.0% KLD: 0.027442
99.0% KLD: 0.027442
Median KLD: 0.001673
10.0% KLD: 0.000112
5.0% KLD: 0.000034
1.0% KLD: 0.000002
Minimum KLD: -0.000176
====== Token probability statistics ======
Mean Δp: -0.106 ± 0.004 %
Maximum Δp: 38.774%
99.9% Δp: 9.164%
99.0% Δp: 4.030%
95.0% Δp: 1.858%
90.0% Δp: 1.092%
75.0% Δp: 0.234%
Median Δp: -0.003%
25.0% Δp: -0.371%
10.0% Δp: -1.373%
5.0% Δp: -2.266%
1.0% Δp: -5.106%
0.1% Δp: -12.404%
Minimum Δp: -73.995%
RMS Δp : 1.585 ± 0.020 %
Same top p: 97.349 ± 0.042 %