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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-q4_k_s.ppx
+++ b/scores/gemma-3-12b-it-q4_k_s.ppx
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+====== Perplexity statistics ======
+Mean PPL(Q)                   :  31.245217 ±   0.343080
+Mean PPL(base)                :   9.042786 ±   0.071503
+Cor(ln(PPL(Q)), ln(PPL(base))):  80.86%
+Mean ln(PPL(Q)/PPL(base))     :   1.239899 ±   0.006533
+Mean PPL(Q)/PPL(base)         :   3.455265 ±   0.022573
+Mean PPL(Q)-PPL(base)         :  22.202432 ±   0.288349
+
+====== KL divergence statistics ======
+Mean    KLD:   1.105266 ±   0.003926
+Maximum KLD:  20.987593
+99.9%   KLD:  12.310256
+99.0%   KLD:   7.698290
+99.0%   KLD:   7.698290
+Median  KLD:   0.643550
+10.0%   KLD:   0.017519
+ 5.0%   KLD:   0.004389
+ 1.0%   KLD:   0.000363
+Minimum KLD:  -0.000002
+
+====== Token probability statistics ======
+Mean    Δp: -7.460 ± 0.075 %
+Maximum Δp: 99.266%
+99.9%   Δp: 87.347%
+99.0%   Δp: 63.610%
+95.0%   Δp: 33.077%
+90.0%   Δp: 16.572%
+75.0%   Δp:  0.938%
+Median  Δp: -0.465%
+25.0%   Δp: -11.152%
+10.0%   Δp: -46.828%
+ 5.0%   Δp: -74.300%
+ 1.0%   Δp: -98.187%
+ 0.1%   Δp: -99.991%
+Minimum Δp: -100.000%
+RMS Δp    : 29.698 ± 0.088 %
+Same top p: 65.245 ± 0.124 %