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Dolphin3.0-Mistral-24B-GGUF / scores /Dolphin3.0-Mistral-24B-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) : 8.602292 ± 0.060945
Mean PPL(base) : 7.669212 ± 0.052592
Cor(ln(PPL(Q)), ln(PPL(base))): 97.95%
Mean ln(PPL(Q)/PPL(base)) : 0.114815 ± 0.001428
Mean PPL(Q)/PPL(base) : 1.121666 ± 0.001602
Mean PPL(Q)-PPL(base) : 0.933080 ± 0.014176
====== KL divergence statistics ======
Mean KLD: 0.108536 ± 0.000393
Maximum KLD: 6.181332
99.9% KLD: 1.618752
99.0% KLD: 0.678996
99.0% KLD: 0.678996
Median KLD: 0.069372
10.0% KLD: 0.001637
5.0% KLD: 0.000372
1.0% KLD: 0.000039
Minimum KLD: -0.000000
====== Token probability statistics ======
Mean Δp: -1.298 ± 0.024 %
Maximum Δp: 90.866%
99.9% Δp: 43.591%
99.0% Δp: 24.341%
95.0% Δp: 11.986%
90.0% Δp: 6.674%
75.0% Δp: 0.897%
Median Δp: -0.059%
25.0% Δp: -3.073%
10.0% Δp: -11.016%
5.0% Δp: -17.336%
1.0% Δp: -32.184%
0.1% Δp: -58.795%
Minimum Δp: -99.298%
RMS Δp : 9.309 ± 0.040 %
Same top p: 83.878 ± 0.094 %