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

scores/gemma-3-12b-it-q5_k_m.ppx

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+====== Perplexity statistics ======
+Mean PPL(Q)                   :  30.668770 ±   0.335889
+Mean PPL(base)                :   9.042786 ±   0.071503
+Cor(ln(PPL(Q)), ln(PPL(base))):  81.60%
+Mean ln(PPL(Q)/PPL(base))     :   1.221278 ±   0.006415
+Mean PPL(Q)/PPL(base)         :   3.391518 ±   0.021755
+Mean PPL(Q)-PPL(base)         :  21.625984 ±   0.280606
+
+====== KL divergence statistics ======
+Mean    KLD:   1.039101 ±   0.003848
+Maximum KLD:  22.598866
+99.9%   KLD:  12.543374
+99.0%   KLD:   7.697062
+99.0%   KLD:   7.697062
+Median  KLD:   0.596171
+10.0%   KLD:   0.017018
+ 5.0%   KLD:   0.004340
+ 1.0%   KLD:   0.000363
+Minimum KLD:  -0.000000
+
+====== Token probability statistics ======
+Mean    Δp: -7.245 ± 0.074 %
+Maximum Δp: 99.814%
+99.9%   Δp: 85.186%
+99.0%   Δp: 61.478%
+95.0%   Δp: 32.505%
+90.0%   Δp: 16.393%
+75.0%   Δp:  0.971%
+Median  Δp: -0.442%
+25.0%   Δp: -10.578%
+10.0%   Δp: -45.165%
+ 5.0%   Δp: -72.951%
+ 1.0%   Δp: -98.402%
+ 0.1%   Δp: -99.994%
+Minimum Δp: -100.000%
+RMS Δp    : 29.177 ± 0.088 %
+Same top p: 66.780 ± 0.123 %