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Model: eaddario/Watt-Tool-8B-GGUF Source: Original Platform
2026-07-21 16:00:13 +08:00
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--- a/scores/Watt-Tool-8B-q8_0.ppx
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+====== Perplexity statistics ======
+Mean PPL(Q)                   :   7.262551 ±   0.045671
+Mean PPL(base)                :   7.237090 ±   0.045539
+Cor(ln(PPL(Q)), ln(PPL(base))):  99.96%
+Mean ln(PPL(Q)/PPL(base))     :   0.003512 ±   0.000175
+Mean PPL(Q)/PPL(base)         :   1.003518 ±   0.000176
+Mean PPL(Q)-PPL(base)         :   0.025461 ±   0.001278
+
+====== KL divergence statistics ======
+Mean    KLD:   0.001873 ±   0.000019
+Maximum KLD:   1.001309
+99.9%   KLD:   0.074453
+99.0%   KLD:   0.018395
+99.0%   KLD:   0.018395
+Median  KLD:   0.000791
+10.0%   KLD:   0.000068
+ 5.0%   KLD:   0.000022
+ 1.0%   KLD:   0.000001
+Minimum KLD:  -0.000144
+
+====== Token probability statistics ======
+Mean    Δp: -0.125 ± 0.003 %
+Maximum Δp: 35.516%
+99.9%   Δp:  7.665%
+99.0%   Δp:  2.917%
+95.0%   Δp:  1.183%
+90.0%   Δp:  0.651%
+75.0%   Δp:  0.115%
+Median  Δp: -0.008%
+25.0%   Δp: -0.312%
+10.0%   Δp: -1.020%
+ 5.0%   Δp: -1.651%
+ 1.0%   Δp: -3.901%
+ 0.1%   Δp: -10.195%
+Minimum Δp: -44.522%
+RMS Δp    :  1.209 ± 0.015 %
+Same top p: 98.178 ± 0.035 %