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Model: eaddario/Hammer2.1-7b-GGUF
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2026-08-25 11:51:19 +08:00
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====== Perplexity statistics ======
Mean PPL(Q) : 9.942560 ± 0.071243
Mean PPL(base) : 9.366577 ± 0.066397
Cor(ln(PPL(Q)), ln(PPL(base))): 98.64%
Mean ln(PPL(Q)/PPL(base)) : 0.059677 ± 0.001178
Mean PPL(Q)/PPL(base) : 1.061493 ± 0.001251
Mean PPL(Q)-PPL(base) : 0.575982 ± 0.012339
====== KL divergence statistics ======
Mean KLD: 0.079935 ± 0.000289
Maximum KLD: 5.765717
99.9% KLD: 1.150883
99.0% KLD: 0.493128
99.0% KLD: 0.493128
Median KLD: 0.053589
10.0% KLD: 0.001480
5.0% KLD: 0.000323
1.0% KLD: 0.000027
Minimum KLD: -0.000038
====== Token probability statistics ======
Mean Δp: -0.885 ± 0.019 %
Maximum Δp: 91.523%
99.9% Δp: 34.667%
99.0% Δp: 19.093%
95.0% Δp: 9.310%
90.0% Δp: 5.250%
75.0% Δp: 0.738%
Median Δp: -0.033%
25.0% Δp: -2.046%
10.0% Δp: -7.921%
5.0% Δp: -13.116%
1.0% Δp: -26.866%
0.1% Δp: -52.295%
Minimum Δp: -90.266%
RMS Δp : 7.445 ± 0.038 %
Same top p: 85.475 ± 0.091 %