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Model: eaddario/Watt-Tool-8B-GGUF Source: Original Platform
2026-07-21 16:00:13 +08:00
commit f9723b838e
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--- a/scores/Watt-Tool-8B-q3_k_s.ppx
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+====== Perplexity statistics ======
+Mean PPL(Q)                   :   8.869361 ±   0.056188
+Mean PPL(base)                :   7.237090 ±   0.045539
+Cor(ln(PPL(Q)), ln(PPL(base))):  96.40%
+Mean ln(PPL(Q)/PPL(base))     :   0.203384 ±   0.001694
+Mean PPL(Q)/PPL(base)         :   1.225543 ±   0.002076
+Mean PPL(Q)-PPL(base)         :   1.632272 ±   0.017247
+
+====== KL divergence statistics ======
+Mean    KLD:   0.171689 ±   0.000675
+Maximum KLD:   8.647476
+99.9%   KLD:   3.093943
+99.0%   KLD:   1.167801
+99.0%   KLD:   1.167801
+Median  KLD:   0.116922
+10.0%   KLD:   0.009604
+ 5.0%   KLD:   0.003321
+ 1.0%   KLD:   0.000607
+Minimum KLD:   0.000004
+
+====== Token probability statistics ======
+Mean    Δp: -5.020 ± 0.030 %
+Maximum Δp: 68.248%
+99.9%   Δp: 34.217%
+99.0%   Δp: 17.833%
+95.0%   Δp:  7.053%
+90.0%   Δp:  2.939%
+75.0%   Δp:  0.031%
+Median  Δp: -1.308%
+25.0%   Δp: -7.961%
+10.0%   Δp: -18.717%
+ 5.0%   Δp: -26.619%
+ 1.0%   Δp: -49.119%
+ 0.1%   Δp: -82.457%
+Minimum Δp: -99.092%
+RMS Δp    : 12.587 ± 0.055 %
+Same top p: 80.614 ± 0.104 %