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 %