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Qwen3-30B-A3B-GGUF / scores /Qwen3-30B-A3B-Q3_K_S.ppx
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Generate Perplexity, KLD, ARC, HellaSwag, MMLU, Truthful QA and WinoGrande scores
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====== Perplexity statistics ======
Mean PPL(Q) : 9.058327 ± 0.069783
Mean PPL(base) : 8.445938 ± 0.065177
Cor(ln(PPL(Q)), ln(PPL(base))): 97.14%
Mean ln(PPL(Q)/PPL(base)) : 0.069999 ± 0.001845
Mean PPL(Q)/PPL(base) : 1.072507 ± 0.001979
Mean PPL(Q)-PPL(base) : 0.612389 ± 0.016784
====== KL divergence statistics ======
Mean KLD: 0.127036 ± 0.000807
Maximum KLD: 23.618629
99.9% KLD: 3.421933
99.0% KLD: 1.181114
99.0% KLD: 1.181114
Median KLD: 0.052644
10.0% KLD: 0.000185
5.0% KLD: 0.000024
1.0% KLD: 0.000000
Minimum KLD: -0.000005
====== Token probability statistics ======
Mean Δp: -2.079 ± 0.028 %
Maximum Δp: 99.099%
99.9% Δp: 55.973%
99.0% Δp: 25.713%
95.0% Δp: 10.217%
90.0% Δp: 4.657%
75.0% Δp: 0.194%
Median Δp: -0.050%
25.0% Δp: -2.870%
10.0% Δp: -11.859%
5.0% Δp: -20.061%
1.0% Δp: -44.003%
0.1% Δp: -82.841%
Minimum Δp: -99.876%
RMS Δp : 11.057 ± 0.060 %
Same top p: 85.550 ± 0.091 %