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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-q6_k.ppx
+++ b/scores/gemma-3-12b-it-q6_k.ppx
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+====== Perplexity statistics ======
+Mean PPL(Q)                   :  30.107026 ±   0.329175
+Mean PPL(base)                :   9.042786 ±   0.071503
+Cor(ln(PPL(Q)), ln(PPL(base))):  81.96%
+Mean ln(PPL(Q)/PPL(base))     :   1.202791 ±   0.006352
+Mean PPL(Q)/PPL(base)         :   3.329397 ±   0.021147
+Mean PPL(Q)-PPL(base)         :  21.064240 ±   0.273651
+
+====== KL divergence statistics ======
+Mean    KLD:   1.009233 ±   0.003785
+Maximum KLD:  22.312464
+99.9%   KLD:  12.292943
+99.0%   KLD:   7.613831
+99.0%   KLD:   7.613831
+Median  KLD:   0.574097
+10.0%   KLD:   0.016605
+ 5.0%   KLD:   0.004251
+ 1.0%   KLD:   0.000354
+Minimum KLD:  -0.000000
+
+====== Token probability statistics ======
+Mean    Δp: -7.022 ± 0.073 %
+Maximum Δp: 99.488%
+99.9%   Δp: 84.278%
+99.0%   Δp: 60.487%
+95.0%   Δp: 32.046%
+90.0%   Δp: 16.402%
+75.0%   Δp:  1.023%
+Median  Δp: -0.418%
+25.0%   Δp: -10.160%
+10.0%   Δp: -43.946%
+ 5.0%   Δp: -72.034%
+ 1.0%   Δp: -98.340%
+ 0.1%   Δp: -99.994%
+Minimum Δp: -100.000%
+RMS Δp    : 28.800 ± 0.088 %
+Same top p: 67.476 ± 0.122 %