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Model: eaddario/gemma-3-12b-it-pruned-GGUF
Source: Original Platform

scores/gemma-3-12b-it-iq3_s.ppx

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+====== Perplexity statistics ======
+Mean PPL(Q)                   :  32.557804 ±   0.369351
+Mean PPL(base)                :   9.042786 ±   0.071503
+Cor(ln(PPL(Q)), ln(PPL(base))):  80.53%
+Mean ln(PPL(Q)/PPL(base))     :   1.281050 ±   0.006837
+Mean PPL(Q)/PPL(base)         :   3.600418 ±   0.024617
+Mean PPL(Q)-PPL(base)         :  23.515018 ±   0.314640
+
+====== KL divergence statistics ======
+Mean    KLD:   1.196823 ±   0.004146
+Maximum KLD:  24.545359
+99.9%   KLD:  12.464450
+99.0%   KLD:   8.054839
+99.0%   KLD:   8.054839
+Median  KLD:   0.702317
+10.0%   KLD:   0.019899
+ 5.0%   KLD:   0.004923
+ 1.0%   KLD:   0.000363
+Minimum KLD:  -0.000003
+
+====== Token probability statistics ======
+Mean    Δp: -6.314 ± 0.076 %
+Maximum Δp: 99.585%
+99.9%   Δp: 90.128%
+99.0%   Δp: 66.718%
+95.0%   Δp: 36.821%
+90.0%   Δp: 19.531%
+75.0%   Δp:  1.614%
+Median  Δp: -0.338%
+25.0%   Δp: -9.890%
+10.0%   Δp: -44.374%
+ 5.0%   Δp: -73.795%
+ 1.0%   Δp: -98.369%
+ 0.1%   Δp: -99.991%
+Minimum Δp: -100.000%
+RMS Δp    : 29.810 ± 0.088 %
+Same top p: 65.550 ± 0.124 %