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Dolphin3.0-Mistral-24B-GGUF / scores /Dolphin3.0-Mistral-24B-IQ3_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) : 8.536738 ± 0.059988
Mean PPL(base) : 7.669212 ± 0.052592
Cor(ln(PPL(Q)), ln(PPL(base))): 98.03%
Mean ln(PPL(Q)/PPL(base)) : 0.107165 ± 0.001387
Mean PPL(Q)/PPL(base) : 1.113118 ± 0.001544
Mean PPL(Q)-PPL(base) : 0.867526 ± 0.013369
====== KL divergence statistics ======
Mean KLD: 0.103999 ± 0.000378
Maximum KLD: 6.555358
99.9% KLD: 1.574757
99.0% KLD: 0.641801
99.0% KLD: 0.641801
Median KLD: 0.067611
10.0% KLD: 0.001619
5.0% KLD: 0.000373
1.0% KLD: 0.000041
Minimum KLD: -0.000000
====== Token probability statistics ======
Mean Δp: -1.565 ± 0.023 %
Maximum Δp: 97.124%
99.9% Δp: 40.899%
99.0% Δp: 23.088%
95.0% Δp: 11.311%
90.0% Δp: 6.129%
75.0% Δp: 0.713%
Median Δp: -0.087%
25.0% Δp: -3.327%
10.0% Δp: -11.493%
5.0% Δp: -17.803%
1.0% Δp: -32.101%
0.1% Δp: -58.562%
Minimum Δp: -99.828%
RMS Δp : 9.251 ± 0.039 %
Same top p: 84.006 ± 0.094 %