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Model: eaddario/gemma-3-12b-it-pruned-GGUF Source: Original Platform
2026-07-21 18:50:10 +08:00
commit 66ebbdcd29
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--- a/scores/gemma-3-12b-it-q3_k_m.ppx
+++ b/scores/gemma-3-12b-it-q3_k_m.ppx
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+====== Perplexity statistics ======
+Mean PPL(Q)                   :  34.029948 ±   0.376082
+Mean PPL(base)                :   9.042786 ±   0.071503
+Cor(ln(PPL(Q)), ln(PPL(base))):  78.62%
+Mean ln(PPL(Q)/PPL(base))     :   1.325274 ±   0.006875
+Mean PPL(Q)/PPL(base)         :   3.763215 ±   0.025870
+Mean PPL(Q)-PPL(base)         :  24.987163 ±   0.322907
+
+====== KL divergence statistics ======
+Mean    KLD:   1.300974 ±   0.004321
+Maximum KLD:  23.795326
+99.9%   KLD:  12.854443
+99.0%   KLD:   8.215378
+99.0%   KLD:   8.215378
+Median  KLD:   0.782525
+10.0%   KLD:   0.019878
+ 5.0%   KLD:   0.004841
+ 1.0%   KLD:   0.000391
+Minimum KLD:  -0.000001
+
+====== Token probability statistics ======
+Mean    Δp: -8.606 ± 0.079 %
+Maximum Δp: 99.896%
+99.9%   Δp: 91.072%
+99.0%   Δp: 67.090%
+95.0%   Δp: 34.759%
+90.0%   Δp: 16.501%
+75.0%   Δp:  0.726%
+Median  Δp: -0.601%
+25.0%   Δp: -13.523%
+10.0%   Δp: -52.748%
+ 5.0%   Δp: -79.067%
+ 1.0%   Δp: -98.555%
+ 0.1%   Δp: -99.990%
+Minimum Δp: -100.000%
+RMS Δp    : 31.537 ± 0.088 %
+Same top p: 61.420 ± 0.127 %