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Qwen3-30B-A3B-GGUF / scores /Qwen3-30B-A3B-IQ3_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) : 9.141469 ± 0.071687
Mean PPL(base) : 8.445938 ± 0.065177
Cor(ln(PPL(Q)), ln(PPL(base))): 97.40%
Mean ln(PPL(Q)/PPL(base)) : 0.079135 ± 0.001778
Mean PPL(Q)/PPL(base) : 1.082351 ± 0.001925
Mean PPL(Q)-PPL(base) : 0.695531 ± 0.016891
====== KL divergence statistics ======
Mean KLD: 0.115653 ± 0.000636
Maximum KLD: 16.755222
99.9% KLD: 2.903406
99.0% KLD: 1.030481
99.0% KLD: 1.030481
Median KLD: 0.051309
10.0% KLD: 0.000107
5.0% KLD: 0.000012
1.0% KLD: 0.000000
Minimum KLD: -0.000004
====== Token probability statistics ======
Mean Δp: -1.357 ± 0.027 %
Maximum Δp: 99.787%
99.9% Δp: 54.627%
99.0% Δp: 26.888%
95.0% Δp: 11.789%
90.0% Δp: 5.843%
75.0% Δp: 0.415%
Median Δp: -0.011%
25.0% Δp: -2.096%
10.0% Δp: -10.461%
5.0% Δp: -18.305%
1.0% Δp: -39.181%
0.1% Δp: -79.693%
Minimum Δp: -99.947%
RMS Δp : 10.469 ± 0.057 %
Same top p: 85.489 ± 0.091 %