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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_s.ppx
+++ b/scores/gemma-3-12b-it-q3_k_s.ppx
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+====== Perplexity statistics ======
+Mean PPL(Q)                   :  36.103787 ±   0.402250
+Mean PPL(base)                :   9.042786 ±   0.071503
+Cor(ln(PPL(Q)), ln(PPL(base))):  77.13%
+Mean ln(PPL(Q)/PPL(base))     :   1.384430 ±   0.007124
+Mean PPL(Q)/PPL(base)         :   3.992551 ±   0.028445
+Mean PPL(Q)-PPL(base)         :  27.061001 ±   0.350072
+
+====== KL divergence statistics ======
+Mean    KLD:   1.395578 ±   0.004559
+Maximum KLD:  24.088387
+99.9%   KLD:  13.768757
+99.0%   KLD:   8.603606
+99.0%   KLD:   8.603606
+Median  KLD:   0.858334
+10.0%   KLD:   0.021285
+ 5.0%   KLD:   0.005174
+ 1.0%   KLD:   0.000393
+Minimum KLD:  -0.000002
+
+====== Token probability statistics ======
+Mean    Δp: -9.212 ± 0.080 %
+Maximum Δp: 99.844%
+99.9%   Δp: 91.248%
+99.0%   Δp: 67.876%
+95.0%   Δp: 34.787%
+90.0%   Δp: 16.139%
+75.0%   Δp:  0.593%
+Median  Δp: -0.696%
+25.0%   Δp: -14.997%
+10.0%   Δp: -54.930%
+ 5.0%   Δp: -79.831%
+ 1.0%   Δp: -98.568%
+ 0.1%   Δp: -99.992%
+Minimum Δp: -100.000%
+RMS Δp    : 32.089 ± 0.088 %
+Same top p: 59.830 ± 0.128 %