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

scores/granite-4.1-8b-q6_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-Q6_K.gguf (version GGUF V3 (latest))
+llama_model_loader: - type  f32:   81 tensors
+llama_model_loader: - type q8_0:   35 tensors
+llama_model_loader: - type q4_K:    2 tensors
+llama_model_loader: - type q5_K:   75 tensors
+llama_model_loader: - type q6_K:  170 tensors
+print_info: file format = GGUF V3 (latest)
+print_info: file type   = Q6_K
+print_info: file size   = 6.65 GiB (6.50 BPW) 
+
+====== Perplexity statistics ======
+Mean PPL(Q)                   :   8.755199 ±   0.066400
+Mean PPL(base)                :   8.691178 ±   0.065443
+Cor(ln(PPL(Q)), ln(PPL(base))):  99.74%
+Mean ln(PPL(Q)/PPL(base))     :   0.007339 ±   0.000550
+Mean PPL(Q)/PPL(base)         :   1.007366 ±   0.000554
+Mean PPL(Q)-PPL(base)         :   0.064021 ±   0.004871
+
+====== KL divergence statistics ======
+Mean    KLD:   0.007326 ±   0.000066
+Maximum KLD:   2.273445
+99.9%   KLD:   0.273010
+99.0%   KLD:   0.081142
+95.0%   KLD:   0.025136
+90.0%   KLD:   0.014795
+Median  KLD:   0.002831
+10.0%   KLD:   0.000033
+ 5.0%   KLD:   0.000007
+ 1.0%   KLD:   0.000000
+ 0.1%   KLD:  -0.000003
+Minimum KLD:  -0.000027
+
+====== Token probability statistics ======
+Mean    Δp: -0.107 ± 0.007 %
+Maximum Δp: 79.111%
+99.9%   Δp: 18.154%
+99.0%   Δp:  7.012%
+95.0%   Δp:  2.856%
+90.0%   Δp:  1.538%
+75.0%   Δp:  0.232%
+Median  Δp: -0.001%
+25.0%   Δp: -0.371%
+10.0%   Δp: -1.892%
+ 5.0%   Δp: -3.299%
+ 1.0%   Δp: -7.834%
+ 0.1%   Δp: -21.254%
+Minimum Δp: -87.374%
+RMS Δp    :  2.562 ± 0.030 %
+Same top p: 96.165 ± 0.051 %