model_name,file_size_gb,bpw,Mean KLD_mean,0.1% KLD,0.1% Δp,1.0% KLD,1.0% Δp,10.0% KLD,10.0% Δp,25.0% Δp,5.0% KLD,5.0% Δp,75.0% Δp,90.0% KLD,90.0% Δp,95.0% KLD,95.0% Δp,99.0% KLD,99.0% Δp,99.9% KLD,99.9% Δp,"Cor(ln(PPL(Q)), ln(PPL(base)))",Maximum KLD,Maximum Δp,Mean KLD_std,Mean PPL(Q)-PPL(base)_mean,Mean PPL(Q)-PPL(base)_std,Mean PPL(Q)/PPL(base)_mean,Mean PPL(Q)/PPL(base)_std,Mean PPL(Q)_mean,Mean PPL(Q)_std,Mean PPL(base)_mean,Mean PPL(base)_std,Mean ln(PPL(Q)/PPL(base))_mean,Mean ln(PPL(Q)/PPL(base))_std,Mean Δp_mean,Mean Δp_std,Median KLD,Median Δp,Minimum KLD,Minimum Δp,RMS Δp_mean,RMS Δp_std,Same top p_mean,Same top p_std,file_path,file_size_gib,ggml_cuda_init,kl_divergence,llama_context,llama_kv_cache,llama_memory_breakdown_print,llama_model_loader,llama_params_fit,llama_params_fit_impl,llama_perf_context_print,load,load_tensors,print_info,sched_reserve,system_info
Kimi-K2.6-IQ2_S (aes_sedai),334.69606395904,2.61,0.321799,0.0,-99.226,7e-06,-93.3,0.000215,-43.533,-12.179,5.7e-05,-67.901,-0.015,0.929154,1.247,1.666213,7.035,3.682072,29.709,6.45138,69.163,83.07,11.295479,99.437,0.001901,0.650532,0.006439,1.353179,0.003341,2.492466,0.011009,1.841934,0.007169,0.302457,0.002469,-10.651,0.061,0.047203,-1.067,-4e-06,-99.994,25.535,0.088,84.067,0.096,kld/Kimi-K2.6/wiki-test-raw/aes_sedai/Kimi-K2.5-IQ2_S.md,311.71,8778000.0,568512819216.0,10.0,512.0,-170211900512.0,-33.0,1.08,365037.773503,34.0,1.0606,732627.95,512.0,137.524,4.848561200112841e+50
Kimi-K2.6-IQ3_S (aes_sedai),405.33753856000004,3.16,0.175223,-1e-06,-96.884,2e-06,-81.71,6.3e-05,-23.384,-4.916,1.7e-05,-43.878,-0.0,0.464532,2.039,0.915115,7.621,2.357069,28.983,4.737131,64.712,90.39,11.238781,96.033,0.001218,0.312695,0.003972,1.169764,0.002096,2.154629,0.009004,1.841934,0.007169,0.156802,0.001791,-5.773,0.046,0.01689,-0.215,-5e-06,-99.964,18.497,0.081,89.058,0.082,kld/Kimi-K2.6/wiki-test-raw/aes_sedai/Kimi-K2.5-IQ3_S.md,377.5,8778000.0,568512819216.0,10.0,512.0,-170211900512.0,-454.0,0.96,432405.773503,34.0,1.0606,737625.95,512.0,219.754,4.848561200112841e+50
Kimi-K2.6-IQ2_XXS (aes_sedai),282.11492683776004,2.2,0.582627,3e-06,-99.78,3e-05,-97.855,0.001092,-70.67,-30.478,0.000267,-87.011,-0.188,1.759392,0.309,2.765375,5.316,5.108288,27.699,8.037822,64.597,72.19,12.270424,96.038,0.002755,1.391117,0.011385,1.755248,0.005847,3.233051,0.015424,1.841934,0.007169,0.56261,0.003331,-19.067,0.077,0.147172,-5.112,-3e-06,-99.978,35.067,0.089,76.552,0.111,kld/Kimi-K2.6/wiki-test-raw/aes_sedai/Kimi-K2.6-IQ2_XXS.md,262.74,8778000.0,568512819216.0,10.0,512.0,-170211900512.0,-21.0,1.17,314889.773503,34.0,1.0606,727587.95,512.0,168.004,4.848561200112841e+50
Kimi-K2.6-IQ3_M (aes_sedai),429.43230509056,3.35,0.132732,-1e-06,-94.799,1e-06,-72.944,4e-05,-17.713,-3.388,1.1e-05,-34.71,0.001,0.34247,2.178,0.678767,7.608,1.861866,28.346,3.959836,64.064,92.78,9.735923,97.426,0.000977,0.227798,0.003264,1.123673,0.001728,2.069732,0.008522,1.841934,0.007169,0.116603,0.001538,-4.35,0.04,0.011239,-0.113,-4e-06,-99.877,15.945,0.077,90.634,0.077,kld/Kimi-K2.6/wiki-test-raw/aes_sedai/Kimi-K2.6-IQ3_M.md,399.94,8778000.0,568512819216.0,10.0,512.0,-170211900512.0,-457.0,1.2,455379.773503,34.0,1.0606,740859.95,512.0,148.844,4.848561200112841e+50
Kimi-K2.6-Q3_K_L (aes_sedai),493.85681453056003,3.85,0.051626,-3e-06,-76.715,-0.0,-43.111,1e-05,-7.059,-0.904,3e-06,-15.335,0.041,0.122057,2.404,0.250271,6.855,0.774748,23.63,2.032981,53.297,97.18,6.127741,94.976,0.000442,0.069567,0.001802,1.037768,0.000973,1.911501,0.007586,1.841934,0.007169,0.037072,0.000937,-1.447,0.025,0.003212,-0.009,-1e-05,-97.304,9.648,0.061,94.341,0.061,kld/Kimi-K2.6/wiki-test-raw/aes_sedai/Kimi-K2.6-Q3_K_L.md,459.94,8778000.0,568512819216.0,10.0,512.0,-170211900512.0,-3120.0,1.05,516825.773503,34.0,1.0606,747999.95,512.0,135.814,4.848561200112841e+50
Kimi-K2.6-Q4_X (aes_sedai),583.70753036288,4.55,0.0,-5e-05,-0.004,-3.3e-05,-0.002,-7e-06,0.0,0.0,-1.6e-05,-0.0,0.0,7e-06,0.0,1.6e-05,0.0,3.3e-05,0.002,4.9e-05,0.004,99.93,6.9e-05,0.006,0.0,0.001168,0.000278,1.000634,0.000151,1.843102,0.007211,1.841934,0.007169,0.000634,0.000151,-0.0,0.0,0.0,0.0,-7e-05,-0.006,0.0,0.0,99.999,0.001,kld/Kimi-K2.6/wiki-test-raw/aes_sedai/Kimi-K2.6-Q4_X.md,543.62,8778000.0,568512819216.0,10.0,512.0,-170211900512.0,-80551.0,0.88,602505.773503,34.0,1.0606,756567.95,512.0,127.874,4.848561200112841e+50