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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-q8_0.ppx
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+====== Perplexity statistics ======
+Mean PPL(Q)                   :  30.014168 ±   0.327772
+Mean PPL(base)                :   9.042786 ±   0.071503
+Cor(ln(PPL(Q)), ln(PPL(base))):  82.04%
+Mean ln(PPL(Q)/PPL(base))     :   1.199702 ±   0.006332
+Mean PPL(Q)/PPL(base)         :   3.319129 ±   0.021018
+Mean PPL(Q)-PPL(base)         :  20.971382 ±   0.272199
+
+====== KL divergence statistics ======
+Mean    KLD:   1.004325 ±   0.003776
+Maximum KLD:  22.233902
+99.9%   KLD:  12.361748
+99.0%   KLD:   7.606510
+99.0%   KLD:   7.606510
+Median  KLD:   0.570352
+10.0%   KLD:   0.016693
+ 5.0%   KLD:   0.004282
+ 1.0%   KLD:   0.000351
+Minimum KLD:  -0.000003
+
+====== Token probability statistics ======
+Mean    Δp: -7.018 ± 0.073 %
+Maximum Δp: 99.437%
+99.9%   Δp: 83.997%
+99.0%   Δp: 60.615%
+95.0%   Δp: 32.020%
+90.0%   Δp: 16.340%
+75.0%   Δp:  1.021%
+Median  Δp: -0.417%
+25.0%   Δp: -10.112%
+10.0%   Δp: -43.816%
+ 5.0%   Δp: -71.991%
+ 1.0%   Δp: -98.342%
+ 0.1%   Δp: -99.994%
+Minimum Δp: -100.000%
+RMS Δp    : 28.772 ± 0.088 %
+Same top p: 67.589 ± 0.122 %