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Qwen3-30B-A3B-GGUF / scores /Qwen3-30B-A3B-Q3_K_L.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) : 8.950671 ± 0.069566
Mean PPL(base) : 8.445938 ± 0.065177
Cor(ln(PPL(Q)), ln(PPL(base))): 97.80%
Mean ln(PPL(Q)/PPL(base)) : 0.058043 ± 0.001625
Mean PPL(Q)/PPL(base) : 1.059760 ± 0.001722
Mean PPL(Q)-PPL(base) : 0.504733 ± 0.014789
====== KL divergence statistics ======
Mean KLD: 0.095434 ± 0.000689
Maximum KLD: 32.811981
99.9% KLD: 2.871047
99.0% KLD: 0.908818
99.0% KLD: 0.908818
Median KLD: 0.038622
10.0% KLD: 0.000091
5.0% KLD: 0.000010
1.0% KLD: 0.000000
Minimum KLD: -0.000006
====== Token probability statistics ======
Mean Δp: -1.299 ± 0.025 %
Maximum Δp: 99.105%
99.9% Δp: 51.217%
99.0% Δp: 24.267%
95.0% Δp: 10.059%
90.0% Δp: 4.891%
75.0% Δp: 0.312%
Median Δp: -0.013%
25.0% Δp: -1.967%
10.0% Δp: -9.334%
5.0% Δp: -16.184%
1.0% Δp: -35.890%
0.1% Δp: -76.357%
Minimum Δp: -99.865%
RMS Δp : 9.560 ± 0.056 %
Same top p: 87.237 ± 0.086 %