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Qwen3-30B-A3B-GGUF / scores /Qwen3-30B-A3B-Q3_K_M.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) : 8.949256 ± 0.069263
Mean PPL(base) : 8.445938 ± 0.065177
Cor(ln(PPL(Q)), ln(PPL(base))): 97.57%
Mean ln(PPL(Q)/PPL(base)) : 0.057885 ± 0.001704
Mean PPL(Q)/PPL(base) : 1.059593 ± 0.001805
Mean PPL(Q)-PPL(base) : 0.503318 ± 0.015365
====== KL divergence statistics ======
Mean KLD: 0.104258 ± 0.000668
Maximum KLD: 18.479706
99.9% KLD: 3.157249
99.0% KLD: 0.989329
99.0% KLD: 0.989329
Median KLD: 0.042291
10.0% KLD: 0.000107
5.0% KLD: 0.000012
1.0% KLD: 0.000000
Minimum KLD: -0.000004
====== Token probability statistics ======
Mean Δp: -1.473 ± 0.025 %
Maximum Δp: 99.114%
99.9% Δp: 53.562%
99.0% Δp: 24.617%
95.0% Δp: 10.221%
90.0% Δp: 4.865%
75.0% Δp: 0.294%
Median Δp: -0.017%
25.0% Δp: -2.146%
10.0% Δp: -9.929%
5.0% Δp: -17.075%
1.0% Δp: -37.839%
0.1% Δp: -77.867%
Minimum Δp: -99.916%
RMS Δp : 9.937 ± 0.057 %
Same top p: 86.826 ± 0.088 %