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Dolphin3.0-Mistral-24B-GGUF / scores /Dolphin3.0-Mistral-24B-IQ4_NL.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) : 7.895583 ± 0.054759
Mean PPL(base) : 7.669212 ± 0.052592
Cor(ln(PPL(Q)), ln(PPL(base))): 99.38%
Mean ln(PPL(Q)/PPL(base)) : 0.029090 ± 0.000771
Mean PPL(Q)/PPL(base) : 1.029517 ± 0.000794
Mean PPL(Q)-PPL(base) : 0.226371 ± 0.006353
====== KL divergence statistics ======
Mean KLD: 0.031400 ± 0.000136
Maximum KLD: 6.726107
99.9% KLD: 0.532302
99.0% KLD: 0.204553
99.0% KLD: 0.204553
Median KLD: 0.020073
10.0% KLD: 0.000422
5.0% KLD: 0.000093
1.0% KLD: 0.000009
Minimum KLD: -0.000013
====== Token probability statistics ======
Mean Δp: -0.223 ± 0.014 %
Maximum Δp: 66.844%
99.9% Δp: 27.325%
99.0% Δp: 15.333%
95.0% Δp: 7.936%
90.0% Δp: 4.574%
75.0% Δp: 0.828%
Median Δp: -0.003%
25.0% Δp: -1.190%
10.0% Δp: -5.309%
5.0% Δp: -8.723%
1.0% Δp: -16.788%
0.1% Δp: -33.037%
Minimum Δp: -87.879%
RMS Δp : 5.278 ± 0.027 %
Same top p: 90.875 ± 0.074 %