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Model: eaddario/granite-4.1-8b-GGUF
Source: Original Platform

scores/granite-4.1-8b-q7_k.ppx

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+Will perform strided perplexity calculation -> adjusting context size from 3072 to 3264
+llama_model_loader: loaded meta data with 39 key-value pairs and 363 tensors from granite-4.1-8b-Q7_K.gguf (version GGUF V3 (latest))
+llama_model_loader: - type  f32:   81 tensors
+llama_model_loader: - type q5_1:    4 tensors
+llama_model_loader: - type q8_0:  146 tensors
+llama_model_loader: - type q6_K:  132 tensors
+print_info: file format = GGUF V3 (latest)
+print_info: file type   = Q8_0
+print_info: file size   = 7.68 GiB (7.50 BPW) 
+
+====== Perplexity statistics ======
+Mean PPL(Q)                   :   8.751241 ±   0.066500
+Mean PPL(base)                :   8.691178 ±   0.065443
+Cor(ln(PPL(Q)), ln(PPL(base))):  99.82%
+Mean ln(PPL(Q)/PPL(base))     :   0.006887 ±   0.000464
+Mean PPL(Q)/PPL(base)         :   1.006911 ±   0.000467
+Mean PPL(Q)-PPL(base)         :   0.060063 ±   0.004141
+
+====== KL divergence statistics ======
+Mean    KLD:   0.003568 ±   0.000040
+Maximum KLD:   2.888946
+99.9%   KLD:   0.140997
+99.0%   KLD:   0.037132
+95.0%   KLD:   0.011608
+90.0%   KLD:   0.006961
+Median  KLD:   0.001456
+10.0%   KLD:   0.000015
+ 5.0%   KLD:   0.000003
+ 1.0%   KLD:  -0.000000
+ 0.1%   KLD:  -0.000004
+Minimum KLD:  -0.000012
+
+====== Token probability statistics ======
+Mean    Δp: -0.007 ± 0.005 %
+Maximum Δp: 81.280%
+99.9%   Δp: 12.574%
+99.0%   Δp:  4.968%
+95.0%   Δp:  2.242%
+90.0%   Δp:  1.259%
+75.0%   Δp:  0.222%
+Median  Δp: -0.000%
+25.0%   Δp: -0.211%
+10.0%   Δp: -1.245%
+ 5.0%   Δp: -2.232%
+ 1.0%   Δp: -5.277%
+ 0.1%   Δp: -14.266%
+Minimum Δp: -57.371%
+RMS Δp    :  1.812 ± 0.025 %
+Same top p: 97.235 ± 0.043 %