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Model: eaddario/Hammer2.1-7b-GGUF
Source: Original Platform

scores/Hammer2.1-7b-q3_k_s.ppx

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+====== Perplexity statistics ======
+Mean PPL(Q)                   :  10.224307 ±   0.073520
+Mean PPL(base)                :   9.366577 ±   0.066397
+Cor(ln(PPL(Q)), ln(PPL(base))):  98.16%
+Mean ln(PPL(Q)/PPL(base))     :   0.087620 ±   0.001374
+Mean PPL(Q)/PPL(base)         :   1.091573 ±   0.001499
+Mean PPL(Q)-PPL(base)         :   0.857730 ±   0.015181
+
+====== KL divergence statistics ======
+Mean    KLD:   0.101951 ±   0.000397
+Maximum KLD:   6.073646
+99.9%   KLD:   1.662331
+99.0%   KLD:   0.673299
+99.0%   KLD:   0.673299
+Median  KLD:   0.064775
+10.0%   KLD:   0.001756
+ 5.0%   KLD:   0.000385
+ 1.0%   KLD:   0.000033
+Minimum KLD:  -0.000036
+
+====== Token probability statistics ======
+Mean    Δp: -1.602 ± 0.022 %
+Maximum Δp: 88.808%
+99.9%   Δp: 37.347%
+99.0%   Δp: 19.623%
+95.0%   Δp:  8.796%
+90.0%   Δp:  4.589%
+75.0%   Δp:  0.491%
+Median  Δp: -0.086%
+25.0%   Δp: -2.849%
+10.0%   Δp: -9.793%
+ 5.0%   Δp: -15.740%
+ 1.0%   Δp: -31.943%
+ 0.1%   Δp: -61.801%
+Minimum Δp: -98.023%
+RMS Δp    :  8.487 ± 0.044 %
+Same top p: 84.095 ± 0.095 %