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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-iq4_nl.ppx
+++ b/scores/gemma-3-12b-it-iq4_nl.ppx
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+====== Perplexity statistics ======
+Mean PPL(Q)                   :  36.879518 ±   0.436763
+Mean PPL(base)                :   9.042786 ±   0.071503
+Cor(ln(PPL(Q)), ln(PPL(base))):  80.79%
+Mean ln(PPL(Q)/PPL(base))     :   1.405689 ±   0.007174
+Mean PPL(Q)/PPL(base)         :   4.078336 ±   0.029260
+Mean PPL(Q)-PPL(base)         :  27.836733 ±   0.381333
+
+====== KL divergence statistics ======
+Mean    KLD:   1.190922 ±   0.004215
+Maximum KLD:  25.421314
+99.9%   KLD:  13.739526
+99.0%   KLD:   8.520005
+99.0%   KLD:   8.520005
+Median  KLD:   0.710480
+10.0%   KLD:   0.017773
+ 5.0%   KLD:   0.003969
+ 1.0%   KLD:   0.000258
+Minimum KLD:  -0.000003
+
+====== Token probability statistics ======
+Mean    Δp: -6.063 ± 0.075 %
+Maximum Δp: 99.690%
+99.9%   Δp: 88.494%
+99.0%   Δp: 65.535%
+95.0%   Δp: 36.662%
+90.0%   Δp: 19.570%
+75.0%   Δp:  1.644%
+Median  Δp: -0.273%
+25.0%   Δp: -9.153%
+10.0%   Δp: -43.591%
+ 5.0%   Δp: -73.479%
+ 1.0%   Δp: -98.555%
+ 0.1%   Δp: -99.995%
+Minimum Δp: -100.000%
+RMS Δp    : 29.578 ± 0.088 %
+Same top p: 66.655 ± 0.123 %