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-Q5_K.gguf (version GGUF V3 (latest)) llama_model_loader: - type f32: 81 tensors llama_model_loader: - type q5_1: 1 tensors llama_model_loader: - type q4_K: 26 tensors llama_model_loader: - type q5_K: 246 tensors llama_model_loader: - type q6_K: 4 tensors llama_model_loader: - type iq4_xs: 5 tensors print_info: file format = GGUF V3 (latest) print_info: file type = Q5_K - Medium print_info: file size = 5.63 GiB (5.50 BPW) ====== Perplexity statistics ====== Mean PPL(Q) : 8.766150 ± 0.066421 Mean PPL(base) : 8.691178 ± 0.065443 Cor(ln(PPL(Q)), ln(PPL(base))): 99.48% Mean ln(PPL(Q)/PPL(base)) : 0.008589 ± 0.000770 Mean PPL(Q)/PPL(base) : 1.008626 ± 0.000776 Mean PPL(Q)-PPL(base) : 0.074972 ± 0.006775 ====== KL divergence statistics ====== Mean KLD: 0.018940 ± 0.000165 Maximum KLD: 5.148437 99.9% KLD: 0.762867 99.0% KLD: 0.213410 95.0% KLD: 0.065414 90.0% KLD: 0.037975 Median KLD: 0.006922 10.0% KLD: 0.000082 5.0% KLD: 0.000017 1.0% KLD: 0.000001 0.1% KLD: -0.000003 Minimum KLD: -0.000006 ====== Token probability statistics ====== Mean Δp: -0.182 ± 0.011 % Maximum Δp: 91.879% 99.9% Δp: 30.364% 99.0% Δp: 10.955% 95.0% Δp: 4.408% 90.0% Δp: 2.363% 75.0% Δp: 0.367% Median Δp: -0.001% 25.0% Δp: -0.575% 10.0% Δp: -2.918% 5.0% Δp: -5.194% 1.0% Δp: -12.983% 0.1% Δp: -33.902% Minimum Δp: -90.554% RMS Δp : 4.061 ± 0.040 % Same top p: 94.120 ± 0.062 %