kld_data/llm_quantization_data.csv

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common_params_fit_impl,0.09.440.066 I common_params_fit_impl,0.09.580.286 I common_memory_breakdown_print,0.09.602.028 I common_params_fit_impl,0.09.602.029 I common_params_fit_impl,0.09.602.030 I common_params_fit_impl,0.09.602.031 I common_params_fit_impl,0.09.602.033 I common_params_fit_impl,0.09.642.458 I common_memory_breakdown_print,0.09.664.248 I common_params_fit_impl,0.09.664.249 I common_params_fit_impl,0.09.664.250 I common_params_fit_impl,0.09.664.251 I common_params_fit_impl,0.09.664.253 I common_params_fit_impl,0.09.749.915 I common_memory_breakdown_print,0.09.770.901 I common_params_fit_impl,0.09.770.902 I common_params_fit_impl,0.09.770.903 I common_params_fit_impl,0.09.770.904 I common_params_fit_impl,0.09.770.906 I common_params_fit_impl,0.09.770.915 I common_fit_params,0.09.791.343 I llama_model_loader,0.09.791.345 I llama_model_loader,0.09.791.347 I llama_model_loader,0.09.791.365 I llama_model_loader,0.09.791.367 I llama_model_loader,0.09.791.368 I 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common_params_fit_impl,0.10.225.433 I common_memory_breakdown_print,0.10.245.930 I common_memory_breakdown_print,0.10.247.096 I common_params_fit_impl,0.10.247.097 I common_params_fit_impl,0.10.247.098 I common_params_fit_impl,0.10.247.101 I common_params_fit_impl,0.10.266.404 I common_params_fit_impl,0.10.266.405 I common_params_fit_impl,0.10.266.406 I common_params_fit_impl,0.10.442.906 I common_memory_breakdown_print,0.10.464.801 I common_params_fit_impl,0.10.464.802 I common_params_fit_impl,0.10.464.803 I common_params_fit_impl,0.10.464.805 I common_params_fit_impl,0.10.476.844 I common_memory_breakdown_print,0.10.499.037 I common_params_fit_impl,0.10.499.038 I common_params_fit_impl,0.10.499.039 I common_params_fit_impl,0.10.499.042 I common_params_fit_impl,0.10.624.379 I common_memory_breakdown_print,0.10.644.805 I common_params_fit_impl,0.10.644.806 I common_params_fit_impl,0.10.644.807 I common_params_fit_impl,0.10.644.808 I common_params_fit_impl,0.10.655.749 I 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common_params_fit_impl,0.13.814.912 I common_memory_breakdown_print,0.13.835.077 I common_params_fit_impl,0.13.835.078 I common_params_fit_impl,0.13.835.079 I common_params_fit_impl,0.13.835.080 I common_params_fit_impl,0.13.835.081 I common_params_fit_impl,0.13.989.922 I common_memory_breakdown_print,0.13.990.388 I common_memory_breakdown_print,0.14.010.338 I common_params_fit_impl,0.14.010.339 I common_params_fit_impl,0.14.010.340 I common_params_fit_impl,0.14.010.341 I common_params_fit_impl,0.14.010.342 I common_params_fit_impl,0.14.010.343 I common_params_fit_impl,0.14.011.011 I common_params_fit_impl,0.14.011.012 I common_params_fit_impl,0.14.011.013 I common_params_fit_impl,0.14.011.014 I common_params_fit_impl,0.14.011.016 I common_params_fit_impl,0.14.168.648 I common_memory_breakdown_print,0.14.188.702 I common_params_fit_impl,0.14.188.703 I common_params_fit_impl,0.14.188.704 I common_params_fit_impl,0.14.188.705 I common_params_fit_impl,0.14.188.707 I common_params_fit_impl,0.14.232.468 I common_memory_breakdown_print,0.14.255.205 I common_params_fit_impl,0.14.255.206 I common_params_fit_impl,0.14.255.207 I common_params_fit_impl,0.14.255.208 I common_params_fit_impl,0.14.255.210 I common_params_fit_impl,0.14.346.130 I common_memory_breakdown_print,0.14.366.200 I common_params_fit_impl,0.14.366.201 I common_params_fit_impl,0.14.366.202 I common_params_fit_impl,0.14.366.203 I common_params_fit_impl,0.14.366.205 I common_params_fit_impl,0.14.442.412 I common_memory_breakdown_print,0.14.462.526 I common_params_fit_impl,0.14.462.527 I common_params_fit_impl,0.14.462.528 I common_params_fit_impl,0.14.462.529 I common_params_fit_impl,0.14.462.530 I common_params_fit_impl,0.14.462.531 I common_params_fit_impl,0.14.522.276 I common_memory_breakdown_print,0.14.542.693 I common_params_fit_impl,0.14.542.694 I common_params_fit_impl,0.14.542.695 I common_params_fit_impl,0.14.542.696 I common_params_fit_impl,0.14.542.698 I common_params_fit_impl,0.14.649.381 I common_memory_breakdown_print,0.14.669.893 I common_params_fit_impl,0.14.669.894 I common_params_fit_impl,0.14.669.895 I common_params_fit_impl,0.14.669.896 I common_params_fit_impl,0.14.672.928 I common_memory_breakdown_print,0.14.693.170 I common_params_fit_impl,0.14.693.171 I common_params_fit_impl,0.14.693.172 I common_params_fit_impl,0.14.693.173 I common_params_fit_impl,0.14.798.996 I common_memory_breakdown_print,0.14.819.077 I common_params_fit_impl,0.14.819.078 I common_params_fit_impl,0.14.819.079 I common_params_fit_impl,0.14.837.468 I common_memory_breakdown_print,0.14.857.420 I common_params_fit_impl,0.14.857.421 I common_params_fit_impl,0.14.857.422 I common_params_fit_impl,0.14.857.423 I common_params_fit_impl,0.14.857.425 I common_params_fit_impl,0.15.000.046 I common_memory_breakdown_print,0.15.003.237 I common_memory_breakdown_print,0.15.020.903 I common_params_fit_impl,0.15.020.904 I common_params_fit_impl,0.15.020.905 I common_params_fit_impl,0.15.020.906 I common_params_fit_impl,0.15.020.908 I common_params_fit_impl,0.15.022.583 I common_params_fit_impl,0.15.022.584 I common_params_fit_impl,0.15.022.585 I common_params_fit_impl,0.15.022.586 I common_params_fit_impl,0.15.022.588 I common_params_fit_impl,0.15.167.296 I common_memory_breakdown_print,0.15.186.940 I common_params_fit_impl,0.15.186.941 I common_params_fit_impl,0.15.186.942 I common_params_fit_impl,0.15.186.943 I common_params_fit_impl,0.15.186.945 I common_params_fit_impl,0.15.200.903 I common_memory_breakdown_print,0.15.220.676 I common_params_fit_impl,0.15.220.677 I common_params_fit_impl,0.15.220.678 I common_params_fit_impl,0.15.220.679 I common_params_fit_impl,0.15.220.681 I common_params_fit_impl,0.15.331.491 I common_memory_breakdown_print,0.15.353.930 I common_params_fit_impl,0.15.353.931 I common_params_fit_impl,0.15.353.932 I common_params_fit_impl,0.15.353.933 I common_params_fit_impl,0.15.353.934 I common_params_fit_impl,0.15.404.559 I common_memory_breakdown_print,0.15.433.868 I common_params_fit_impl,0.15.433.869 I common_params_fit_impl,0.15.433.870 I common_params_fit_impl,0.15.433.872 I common_params_fit_impl,0.15.487.800 I common_memory_breakdown_print,0.15.520.554 I common_params_fit_impl,0.15.520.555 I common_params_fit_impl,0.15.520.556 I common_params_fit_impl,0.15.520.558 I common_params_fit_impl,0.15.520.559 I common_params_fit_impl,0.15.520.560 I common_params_fit_impl,0.15.622.046 I common_memory_breakdown_print,0.15.643.363 I common_params_fit_impl,0.15.643.364 I common_params_fit_impl,0.15.643.365 I common_params_fit_impl,0.15.643.366 I common_params_fit_impl,0.15.662.503 I common_memory_breakdown_print,0.15.683.206 I common_params_fit_impl,0.15.683.207 I common_params_fit_impl,0.15.683.208 I common_params_fit_impl,0.15.683.209 I common_params_fit_impl,0.15.683.211 I common_params_fit_impl,0.15.774.441 I common_memory_breakdown_print,0.15.795.045 I common_params_fit_impl,0.15.795.046 I common_params_fit_impl,0.15.795.047 I common_params_fit_impl,0.15.795.048 I common_params_fit_impl,0.15.823.107 I common_memory_breakdown_print,0.15.844.407 I common_params_fit_impl,0.15.844.408 I common_params_fit_impl,0.15.844.409 I common_params_fit_impl,0.15.844.410 I common_params_fit_impl,0.15.844.412 I common_params_fit_impl,0.15.971.895 I common_memory_breakdown_print,0.15.980.404 I common_memory_breakdown_print,0.15.993.505 I common_params_fit_impl,0.15.993.506 I common_params_fit_impl,0.15.993.507 I common_params_fit_impl,0.15.993.508 I common_params_fit_impl,0.15.993.509 I common_params_fit_impl,0.15.993.511 I common_params_fit_impl,0.16.001.879 I common_params_fit_impl,0.16.001.880 I common_params_fit_impl,0.16.001.881 I common_params_fit_impl,0.16.001.882 I common_params_fit_impl,0.16.001.883 I common_params_fit_impl,0.16.001.884 I common_params_fit_impl,0.16.138.851 I common_memory_breakdown_print,0.16.160.690 I common_params_fit_impl,0.16.160.691 I common_params_fit_impl,0.16.160.692 I common_params_fit_impl,0.16.160.693 I common_params_fit_impl,0.16.160.695 I common_params_fit_impl,0.16.172.258 I common_memory_breakdown_print,0.16.193.293 I common_params_fit_impl,0.16.193.294 I common_params_fit_impl,0.16.193.295 I common_params_fit_impl,0.16.193.296 I common_params_fit_impl,0.16.193.298 I common_params_fit_impl,0.16.299.129 I common_memory_breakdown_print,0.16.321.438 I common_params_fit_impl,0.16.321.439 I common_params_fit_impl,0.16.321.440 I common_params_fit_impl,0.16.321.441 I common_params_fit_impl,0.16.321.443 I common_params_fit_impl,0.16.372.932 I common_memory_breakdown_print,0.16.393.507 I common_params_fit_impl,0.16.393.508 I common_params_fit_impl,0.16.393.509 I common_params_fit_impl,0.16.393.511 I common_params_fit_impl,0.16.459.624 I common_memory_breakdown_print,0.16.480.084 I common_params_fit_impl,0.16.480.085 I common_params_fit_impl,0.16.480.086 I common_params_fit_impl,0.16.480.087 I common_params_fit_impl,0.16.480.089 I common_params_fit_impl,0.16.574.161 I common_memory_breakdown_print,0.16.598.729 I common_params_fit_impl,0.16.598.730 I common_params_fit_impl,0.16.598.731 I common_params_fit_impl,0.16.628.503 I common_memory_breakdown_print,0.16.659.313 I common_params_fit_impl,0.16.659.314 I common_params_fit_impl,0.16.659.315 I common_params_fit_impl,0.16.659.318 I common_params_fit_impl,0.16.659.326 I common_fit_params,0.16.681.605 I llama_model_loader,0.16.681.606 I llama_model_loader,0.16.681.607 I llama_model_loader,0.16.681.620 I llama_model_loader,0.16.681.621 I llama_model_loader,0.16.681.622 I llama_model_loader,0.16.681.623 I llama_model_loader,0.16.681.668 I llama_model_loader,0.16.681.669 I llama_model_loader,0.16.681.677 I llama_model_loader,0.16.681.678 I llama_model_loader,0.16.681.682 I llama_model_loader,0.16.700.379 I llama_model_loader,0.16.700.380 I llama_model_loader,0.16.700.381 I llama_model_loader,0.16.700.384 I llama_model_loader,0.16.700.385 I llama_model_loader,0.16.700.386 I print_info,0.16.700.387 I print_info,0.16.733.227 I common_memory_breakdown_print,0.16.742.073 I load,0.16.751.652 I load,0.16.751.653 I load,0.16.751.654 I load,0.16.751.724 I load,0.16.756.881 I common_params_fit_impl,0.16.756.882 I common_params_fit_impl,0.16.756.883 I common_params_fit_impl,0.16.776.614 I load,0.16.776.630 I print_info,0.16.776.631 I print_info,0.16.776.643 I print_info,0.16.776.644 I print_info,0.16.776.652 I print_info,0.16.776.653 I print_info,0.16.776.654 I print_info,0.16.776.655 I print_info,0.16.776.657 I print_info,0.16.776.659 I print_info,0.16.776.661 I print_info,0.16.776.662 I print_info,0.16.776.664 I print_info,0.16.776.665 I print_info,0.16.776.667 I print_info,0.16.776.668 I print_info,0.16.776.676 I print_info,0.16.776.677 I print_info,0.16.776.678 I print_info,0.16.776.679 I print_info,0.16.776.680 I print_info,0.16.776.681 I print_info,0.16.776.682 I print_info,0.16.776.683 I print_info,0.16.776.684 I print_info,0.16.776.685 I print_info,0.16.776.686 I print_info,0.16.928.125 I common_memory_breakdown_print,0.16.950.728 I common_params_fit_impl,0.16.950.729 I common_params_fit_impl,0.16.950.731 I common_params_fit_impl,0.17.122.818 I common_memory_breakdown_print,0.17.145.594 I common_params_fit_impl,0.17.145.595 I common_params_fit_impl,0.17.145.596 I common_params_fit_impl,0.17.145.598 I common_params_fit_impl,0.17.315.619 I common_memory_breakdown_print,0.17.336.168 I common_params_fit_impl,0.17.336.169 I common_params_fit_impl,0.17.336.171 I common_params_fit_impl,0.17.505.709 I common_memory_breakdown_print,0.17.527.710 I common_params_fit_impl,0.17.527.711 I common_params_fit_impl,0.17.661.820 I common_memory_breakdown_print,0.17.684.163 I common_params_fit_impl,0.17.684.164 I common_params_fit_impl,0.17.684.165 I common_params_fit_impl,0.17.684.166 I common_params_fit_impl,0.17.851.284 I common_memory_breakdown_print,0.17.872.700 I common_params_fit_impl,0.17.872.701 I common_params_fit_impl,0.17.872.702 I common_params_fit_impl,0.17.872.703 I common_params_fit_impl,0.18.040.031 I common_memory_breakdown_print,0.18.062.900 I common_params_fit_impl,0.18.062.901 I common_params_fit_impl,0.18.062.903 I common_params_fit_impl,0.18.231.112 I common_memory_breakdown_print,0.18.252.744 I common_params_fit_impl,0.18.252.745 I common_params_fit_impl,0.18.252.746 I common_params_fit_impl,0.18.252.748 I common_params_fit_impl,0.18.420.920 I common_memory_breakdown_print,0.18.441.510 I common_params_fit_impl,0.18.441.511 I common_params_fit_impl,0.18.441.513 I common_params_fit_impl,0.18.441.521 I common_fit_params,0.18.462.208 I llama_model_loader,0.18.462.210 I llama_model_loader,0.18.462.222 I llama_model_loader,0.18.462.223 I llama_model_loader,0.18.462.224 I llama_model_loader,0.18.462.225 I llama_model_loader,0.18.462.240 I llama_model_loader,0.18.462.241 I llama_model_loader,0.18.462.247 I llama_model_loader,0.18.462.248 I llama_model_loader,0.18.462.251 I llama_model_loader,0.18.480.463 I llama_model_loader,0.18.480.464 I llama_model_loader,0.18.480.465 I llama_model_loader,0.18.480.466 I print_info,0.18.480.467 I print_info,0.18.519.432 I load,0.18.529.124 I load,0.18.529.125 I load,0.18.529.126 I load,0.18.529.211 I load,0.18.554.416 I load,0.18.554.431 I print_info,0.18.554.432 I print_info,0.18.554.433 I print_info,0.18.554.441 I print_info,0.18.554.442 I print_info,0.18.554.443 I print_info,0.18.554.444 I print_info,0.18.554.445 I print_info,0.18.554.447 I print_info,0.18.554.448 I print_info,0.18.554.449 I print_info,0.18.554.450 I print_info,0.18.554.451 I print_info,0.18.554.460 I print_info,0.18.554.461 I print_info,0.18.554.462 I print_info,0.18.554.463 I print_info,0.18.554.464 I print_info,0.18.554.466 I print_info,0.18.554.467 I print_info,0.18.554.468 I print_info,0.18.554.469 I print_info,1.0% KLD,1.0% Δp,1.54.215.510 I load_tensors,1.54.215.511 I load_tensors,1.54.215.516 I load_tensors,1.54.215.517 I load_tensors,1.54.215.518 I load_tensors,1.54.215.519 I load_tensors,1.54.215.520 I load_tensors,10.0% KLD,10.0% Δp,10.18.817.431 I llama_context,10.18.817.448 I llama_context,10.18.817.449 I llama_context,10.18.817.450 I llama_context,10.18.817.454 I llama_context,10.18.817.455 I llama_context,10.18.826.654 I llama_context,10.18.826.679 I llama_kv_cache_iswa,10.18.827.697 I llama_kv_cache,10.18.841.447 I llama_kv_cache,10.18.848.175 I llama_kv_cache,10.18.856.364 I llama_kv_cache,10.18.864.862 I llama_kv_cache,10.18.871.343 I llama_kv_cache,10.18.878.846 I llama_kv_cache,10.18.879.011 I llama_kv_cache,10.18.879.013 I llama_kv_cache_iswa,10.18.881.189 I llama_kv_cache,10.18.881.639 I llama_kv_cache,10.18.882.089 I llama_kv_cache,10.18.882.488 I llama_kv_cache,10.18.883.015 I llama_kv_cache,10.18.883.704 I llama_kv_cache,10.18.890.210 I llama_kv_cache,10.18.890.675 I llama_kv_cache,10.18.891.024 I llama_kv_cache,10.19.025.899 I sched_reserve,10.19.025.907 I sched_reserve,10.19.025.913 I sched_reserve,10.19.025.914 I sched_reserve,10.19.025.958 I sched_reserve,10.19.025.967 I sched_reserve,10.19.025.968 I sched_reserve,10.19.025.969 I sched_reserve,10.19.025.970 I sched_reserve,11.26.972.566 I system_info,11.26.993.554 I kl_divergence,13.15.140.496 I llama_perf_context_print,13.15.140.499 I llama_perf_context_print,13.15.140.500 I llama_perf_context_print,13.15.141.342 I common_memory_breakdown_print,13.42.121.184 I llama_context,13.42.121.185 I llama_context,13.42.121.186 I llama_context,13.42.121.190 I llama_context,13.42.121.191 I llama_context,13.42.142.180 I llama_context,13.42.142.192 I llama_kv_cache_iswa,13.42.143.859 I llama_kv_cache,13.42.156.959 I llama_kv_cache,13.42.163.288 I llama_kv_cache,13.42.176.480 I llama_kv_cache,13.42.187.431 I llama_kv_cache,13.42.200.126 I llama_kv_cache,13.42.207.401 I llama_kv_cache,13.42.207.500 I llama_kv_cache,13.42.207.501 I llama_kv_cache,13.42.207.502 I llama_kv_cache_iswa,13.42.207.849 I llama_kv_cache,13.42.208.181 I llama_kv_cache,13.42.208.463 I llama_kv_cache,13.42.208.751 I llama_kv_cache,13.42.209.268 I llama_kv_cache,13.42.217.762 I llama_kv_cache,13.42.218.597 I llama_kv_cache,13.42.218.910 I llama_kv_cache,13.42.219.527 I llama_kv_cache,13.42.330.310 I sched_reserve,13.42.330.320 I sched_reserve,13.42.330.321 I sched_reserve,13.42.330.322 I sched_reserve,13.42.330.323 I sched_reserve,13.42.330.324 I sched_reserve,13.42.330.325 I sched_reserve,13.42.330.326 I sched_reserve,14.59.022.037 I system_info,14.59.037.947 I kl_divergence,18.24.093.343 I llama_perf_context_print,18.24.093.346 I llama_perf_context_print,18.24.093.347 I llama_perf_context_print,18.24.095.628 I common_memory_breakdown_print,2.10.872.181 I llama_context,2.10.872.182 I llama_context,2.10.872.187 I llama_context,2.10.875.575 I llama_context,2.10.875.584 I llama_kv_cache_iswa,2.10.875.878 I llama_kv_cache,2.10.876.122 I llama_kv_cache,2.10.876.314 I llama_kv_cache,2.10.876.509 I llama_kv_cache,2.10.876.710 I llama_kv_cache,2.10.876.917 I llama_kv_cache,2.10.877.138 I llama_kv_cache,2.10.877.334 I llama_kv_cache,2.10.877.382 I llama_kv_cache,2.10.877.383 I llama_kv_cache_iswa,2.10.877.816 I llama_kv_cache,2.10.883.422 I llama_kv_cache,2.10.883.806 I llama_kv_cache,2.10.884.175 I llama_kv_cache,2.10.884.542 I llama_kv_cache,2.10.884.943 I llama_kv_cache,2.10.885.304 I llama_kv_cache,2.10.885.673 I llama_kv_cache,2.10.885.786 I llama_kv_cache,2.10.885.787 I llama_kv_cache,2.11.002.109 I sched_reserve,2.11.002.121 I sched_reserve,2.11.002.122 I sched_reserve,2.11.002.123 I sched_reserve,2.11.002.124 I sched_reserve,2.11.002.125 I sched_reserve,2.11.619.158 I system_info,2.11.633.791 I kl_divergence,2.32.156.367 I load_tensors,2.32.156.382 I load_tensors,2.32.156.384 I load_tensors,2.32.156.385 I load_tensors,2.32.156.390 I load_tensors,2.32.156.392 I load_tensors,2.32.156.393 I load_tensors,2.32.156.400 I load_tensors,2.53.681.781 I load_tensors,2.53.681.787 I load_tensors,2.53.681.788 I load_tensors,2.53.681.789 I load_tensors,2.53.681.790 I load_tensors,2.53.681.791 I load_tensors,25.0% Δp,28.35.515.183 I llama_perf_context_print,28.35.515.187 I llama_perf_context_print,28.35.515.209 I llama_perf_context_print,28.35.517.404 I common_memory_breakdown_print,3.09.162.373 I llama_context,3.09.162.374 I llama_context,3.09.162.379 I llama_context,3.09.165.863 I llama_context,3.09.165.873 I llama_kv_cache_iswa,3.09.176.692 I llama_kv_cache,3.09.176.989 I llama_kv_cache,3.09.177.230 I llama_kv_cache,3.09.177.435 I llama_kv_cache,3.09.177.632 I llama_kv_cache,3.09.177.837 I llama_kv_cache,3.09.178.068 I llama_kv_cache,3.09.178.282 I llama_kv_cache,3.09.178.331 I llama_kv_cache,3.09.178.333 I llama_kv_cache_iswa,3.09.178.759 I llama_kv_cache,3.09.179.161 I llama_kv_cache,3.09.179.514 I llama_kv_cache,3.09.179.875 I llama_kv_cache,3.09.180.258 I llama_kv_cache,3.09.180.641 I llama_kv_cache,3.09.180.983 I llama_kv_cache,3.09.181.338 I llama_kv_cache,3.09.181.448 I llama_kv_cache,3.09.291.941 I sched_reserve,3.09.291.954 I sched_reserve,3.09.291.955 I sched_reserve,3.09.291.956 I sched_reserve,3.09.291.957 I sched_reserve,3.09.291.958 I sched_reserve,3.09.291.959 I sched_reserve,3.09.856.587 I system_info,3.10.226.689 I kl_divergence,3.16.067.609 I load_tensors,3.16.067.615 I load_tensors,3.16.067.616 I load_tensors,3.16.067.617 I load_tensors,3.16.067.618 I load_tensors,3.38.312.493 I load_tensors,3.38.312.499 I load_tensors,3.38.312.500 I load_tensors,3.38.312.501 I load_tensors,3.38.312.502 I load_tensors,3.38.312.503 I load_tensors,4.00.680.757 I llama_context,4.00.680.758 I llama_context,4.00.680.759 I llama_context,4.00.680.764 I llama_context,4.00.685.942 I llama_context,4.00.685.954 I llama_kv_cache_iswa,4.00.686.652 I llama_kv_cache,4.00.700.341 I llama_kv_cache,4.00.706.755 I llama_kv_cache,4.00.714.511 I llama_kv_cache,4.00.720.044 I llama_kv_cache,4.00.720.252 I llama_kv_cache,4.00.720.456 I llama_kv_cache,4.00.720.651 I llama_kv_cache,4.00.720.699 I llama_kv_cache,4.00.720.701 I llama_kv_cache_iswa,4.00.721.240 I llama_kv_cache,4.00.721.603 I llama_kv_cache,4.00.721.984 I llama_kv_cache,4.00.722.354 I llama_kv_cache,4.00.722.711 I llama_kv_cache,4.00.723.117 I llama_kv_cache,4.00.723.462 I llama_kv_cache,4.00.723.813 I llama_kv_cache,4.00.723.941 I llama_kv_cache,4.00.841.892 I sched_reserve,4.00.841.906 I sched_reserve,4.00.841.907 I sched_reserve,4.00.841.908 I sched_reserve,4.00.841.909 I sched_reserve,4.00.841.910 I sched_reserve,4.00.841.911 I sched_reserve,4.01.649.218 I system_info,4.01.664.793 I kl_divergence,4.34.993.356 I load_tensors,4.34.993.377 I load_tensors,4.34.993.379 I load_tensors,4.34.993.380 I load_tensors,4.34.993.381 I load_tensors,4.36.957.876 I llama_context,4.36.957.877 I llama_context,4.36.957.878 I llama_context,4.36.957.882 I llama_context,4.36.957.883 I llama_context,4.36.968.178 I llama_context,4.36.968.189 I llama_kv_cache_iswa,4.36.968.561 I llama_kv_cache,4.36.985.837 I llama_kv_cache,4.36.994.817 I llama_kv_cache,4.37.003.286 I llama_kv_cache,4.37.011.360 I llama_kv_cache,4.37.018.709 I llama_kv_cache,4.37.018.932 I llama_kv_cache,4.37.019.145 I llama_kv_cache,4.37.019.198 I llama_kv_cache,4.37.019.199 I llama_kv_cache,4.37.019.200 I llama_kv_cache_iswa,4.37.019.670 I llama_kv_cache,4.37.020.045 I llama_kv_cache,4.37.020.437 I llama_kv_cache,4.37.020.816 I llama_kv_cache,4.37.021.185 I llama_kv_cache,4.37.021.589 I llama_kv_cache,4.37.021.943 I llama_kv_cache,4.37.022.327 I llama_kv_cache,4.37.022.439 I llama_kv_cache,4.37.022.440 I llama_kv_cache,4.37.136.718 I sched_reserve,4.37.136.731 I sched_reserve,4.37.136.732 I sched_reserve,4.37.136.733 I sched_reserve,4.37.136.734 I sched_reserve,4.37.136.735 I sched_reserve,4.37.136.736 I sched_reserve,4.37.842.137 I system_info,4.37.857.763 I kl_divergence,4.55.902.298 I llama_context,4.55.902.299 I llama_context,4.55.902.300 I llama_context,4.55.902.304 I llama_context,4.55.902.305 I llama_context,4.55.907.532 I llama_context,4.55.907.542 I llama_kv_cache_iswa,4.55.907.934 I llama_kv_cache,4.55.925.372 I llama_kv_cache,4.55.938.516 I llama_kv_cache,4.55.944.886 I llama_kv_cache,4.55.953.188 I llama_kv_cache,4.55.953.424 I llama_kv_cache,4.55.953.665 I llama_kv_cache,4.55.953.925 I llama_kv_cache,4.55.953.976 I llama_kv_cache,4.55.953.978 I llama_kv_cache_iswa,4.55.954.545 I llama_kv_cache,4.55.954.968 I llama_kv_cache,4.55.955.362 I llama_kv_cache,4.55.955.751 I llama_kv_cache,4.55.956.113 I llama_kv_cache,4.55.956.504 I llama_kv_cache,4.55.956.877 I llama_kv_cache,4.55.957.235 I llama_kv_cache,4.55.957.344 I llama_kv_cache,4.55.957.345 I llama_kv_cache,4.56.067.611 I sched_reserve,4.56.067.622 I sched_reserve,4.56.067.623 I sched_reserve,4.56.067.624 I sched_reserve,4.56.067.625 I sched_reserve,4.56.067.626 I sched_reserve,4.56.627.817 I system_info,4.56.647.156 I kl_divergence,5.0% KLD,5.0% Δp,5.32.833.718 I load_tensors,5.32.833.725 I load_tensors,5.32.833.726 I load_tensors,5.32.833.727 I load_tensors,5.32.833.728 I load_tensors,5.32.833.729 I load_tensors,6.42.347.320 I llama_perf_context_print,6.42.347.325 I llama_perf_context_print,6.42.347.543 I common_memory_breakdown_print,7.54.731.564 I llama_perf_context_print,7.54.731.568 I llama_perf_context_print,7.54.733.575 I common_memory_breakdown_print,7.55.626.000 I load_tensors,7.55.626.001 I load_tensors,7.55.626.009 I load_tensors,7.55.626.017 I load_tensors,7.55.626.170 I load_tensors,7.55.626.174 I load_tensors,7.55.626.175 I load_tensors,7.55.626.176 I load_tensors,75.0% Δp,8.06.312.352 I llama_perf_context_print,8.06.312.357 I llama_perf_context_print,8.06.312.574 I common_memory_breakdown_print,8.27.765.512 I llama_perf_context_print,8.27.765.515 I llama_perf_context_print,8.27.765.750 I common_memory_breakdown_print,8.50.330.378 I llama_context,8.50.330.379 I llama_context,8.50.330.384 I llama_context,8.50.330.385 I llama_context,8.50.330.389 I llama_context,8.50.330.390 I llama_context,8.50.340.462 I llama_context,8.50.340.482 I llama_kv_cache_iswa,8.50.341.194 I llama_kv_cache,8.50.355.162 I llama_kv_cache,8.50.368.324 I llama_kv_cache,8.50.380.868 I llama_kv_cache,8.50.387.362 I llama_kv_cache,8.50.395.110 I llama_kv_cache,8.50.401.404 I llama_kv_cache,8.50.410.939 I llama_kv_cache,8.50.411.041 I llama_kv_cache,8.50.411.042 I llama_kv_cache,8.50.411.043 I llama_kv_cache_iswa,8.50.411.773 I llama_kv_cache,8.50.412.184 I llama_kv_cache,8.50.412.562 I llama_kv_cache,8.50.412.921 I llama_kv_cache,8.50.413.306 I llama_kv_cache,8.50.413.717 I llama_kv_cache,8.50.414.092 I llama_kv_cache,8.50.414.476 I llama_kv_cache,8.50.414.660 I llama_kv_cache,8.50.414.661 I llama_kv_cache,8.50.512.408 I sched_reserve,8.50.512.420 I sched_reserve,8.50.512.421 I sched_reserve,8.50.512.422 I sched_reserve,8.50.512.437 I sched_reserve,8.50.512.443 I sched_reserve,8.50.512.444 I sched_reserve,8.50.512.445 I sched_reserve,8.51.560.227 I system_info,8.51.576.156 I kl_divergence,9.42.761.442 I llama_perf_context_print,9.42.761.446 I llama_perf_context_print,9.42.761.659 I common_memory_breakdown_print,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,is_self_ref,mixture
MiMo-V2.5-Pro-Base-IQ2_S (aes_sedai),321.8004246528,2.52,0.223651,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-12467330513.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,352364.773503,0.98,,,,,,,,-0.2,-1.0,-4.0,-6.2,-72.3273,-92.326144,-102.3216384,-152.328,-182.322,-242.322048,-282.323,-38.322,-40.2,-43.6,-2138.0,-268.0,3.0,6.0,,,,,,0.0,-128247.0,-151662.0,-151664.0,27.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.9311,0.0,6144.0,73.0,128.0,128.0,128.0,16.0,1536.0,1024.0,0.0,0.612,16384.0,2.0,10000.0,64.0,1048576.0,0.0,1.02,151645.0,151663.0,151664.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1e-06,-98.595,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8e-06,-89.227,,,,,,,,0.000267,-29.104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7474.0,733.36,39669.53,139224.06,239224.06,443582.28,639224.06,725335.34,,,,,,,-7.084,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8192.0,8192.0,1.0,1.0,0.0,9.31,-512.0,80.0,140.0,240.0,340.0,440.0,580.0,640.0,740.0,128.0,512.0,320.0,1320.0,2320.0,3320.0,4360.0,5280.0,6320.0,7160.0,192.0,128.0,4881.12,24801.12,44801.12,75793.25,4249.0,110.194,4.848561200112841e+50,584512819216.0,7e-05,-54.394,,,,,,,,,,,,,,,,,,,,,0.017,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,294088.82,35.0,-12467330513.0,0.554153,3.319,1.106767,8.227,2.942407,24.024,5.678812,55.245,90.43,10.737734,97.601,0.00146,0.57842,0.006096,1.24674,0.002445,2.922672,0.013398,2.344252,0.010008,0.220532,0.001961,-7.413,0.051,0.042139,-0.478,-1.2e-05,-99.989,21.043,0.086,85.721,0.091,kld/MiMo-V2.5-Pro-Base/wiki-test-raw/aes_sedai/MiMo-V2.5-Pro-Base-IQ2_S.md,299.7,False,Q6_K / IQ2_XS / IQ2_XS / IQ2_S
MiMo-V2.5-Pro-Base-IQ3_XS (aes_sedai),340.22583435264005,2.66,0.188844,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-12467330513.0,369932.773503,1.73,,,,-0.2,-1.0,-4.0,-6.2,-72.3273,-82.321048576,-92.326144,-102.3216384,-152.328,-182.322,-242.322048,-282.323,-38.322,-41.2,-43.6,-2138.0,-369.0,3.0,6.0,0.0,-128247.0,-151645.0,-151664.0,27.0,0.9311,0.0,6144.0,73.0,128.0,128.0,128.0,16.0,1536.0,1024.0,0.0,0.0,0.0,0.612,8.0,1.0,2.0,10000000.0,1.0,10000.0,128.0,0.0,1.02,151387.0,198.0,151664.0,151663.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1e-06,-98.139,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7e-06,-85.86,,,,,,,,0.000205,-23.947,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7474.0,733.36,42261.53,341816.06,641816.06,724471.34,-5.622,,,,,512.0,1.0,0.0,9.31,-512.0,80.0,140.0,240.0,340.0,440.0,580.0,640.0,740.0,128.0,512.0,320.0,1320.0,2320.0,3320.0,4360.0,5280.0,6320.0,7160.0,128.0,4881.12,14801.12,34801.12,64801.12,513.38,9.0,110.414,4.848561200112841e+50,584512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.5e-05,-46.299,,,,,,,,,,,,,,,,,,,,,0.046,186497.83,35.0,-12467330513.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.448728,3.534,0.914497,8.474,2.570056,24.204,5.205975,55.169,91.95,10.978371,97.41,0.001289,0.474948,0.005343,1.202601,0.002152,2.8192,0.012818,2.344252,0.010008,0.184487,0.00179,-6.169,0.047,0.034768,-0.294,-1.5e-05,-99.945,19.171,0.084,86.991,0.087,kld/MiMo-V2.5-Pro-Base/wiki-test-raw/aes_sedai/MiMo-V2.5-Pro-Base-IQ2_XS.md,316.86,False,Q6_K / IQ2_XS / IQ2_XS / IQ3_XXS
MiMo-V2.5-Pro-Base-IQ3_S (aes_sedai),376.69010669568,2.95,0.126933,,,,,,,,,,,,,,,,,,,,,,,,,,,,-12467330513.0,404708.773503,0.98,-0.2,-1.0,-4.0,-6.2,-72.3273,-82.321048576,-92.326144,-102.3216384,-152.328,-162.321,-182.322,-232.32384,-242.322048,-282.323,-39.3218,-42.3,-43.6,-6145.0,-2138.0,3.0,6.0,,0.0,,,-128247.0,-151643.0,-151664.0,27.0,,,,,,,,,,,,,,,,0.9311,0.0,6144.0,73.0,128.0,1.0,128.0,16.0,1536.0,1024.0,0.0,0.0,0.612,8.0,2.0,10000000.0,192.0,0.0,1.02,151645.0,151661.0,151643.0,151662.0,151664.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-2e-06,-94.981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6e-06,-73.595,72.0,7474.0,733.36,46797.53,246352.06,451502.28,726991.34,0.000151,-16.776,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8192.0,1.0,0.0,9.31,-512.0,80.0,140.0,240.0,340.0,440.0,580.0,640.0,740.0,128.0,512.0,320.0,1320.0,2320.0,3320.0,4360.0,5280.0,6320.0,7160.0,192.0,128.0,4881.12,14801.12,44801.12,75793.25,9.0,116.254,4.848561200112841e+50,584512819216.0,,,,,,,,,,,,,,,-4.145,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.3e-05,-32.829,,,,,,,129199.85,35.0,-12467330513.0,,,,,,,,,,,,0.03,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.290534,2.956,0.57911,7.288,1.782277,21.691,4.022509,53.141,94.81,8.989067,97.417,0.000917,0.294009,0.003803,1.125417,0.001574,2.638261,0.01157,2.344252,0.010008,0.118154,0.001399,-4.497,0.038,0.023519,-0.227,-1.4e-05,-99.807,15.446,0.077,89.535,0.079,kld/MiMo-V2.5-Pro-Base/wiki-test-raw/aes_sedai/MiMo-V2.5-Pro-Base-IQ3_S.md,350.82,False,Q6_K / IQ2_S / IQ2_S / IQ3_S
MiMo-V2.5-Pro-Base-IQ4_XS (aes_sedai),488.54179250176,3.82,0.042863,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-14639490513.0,511161.773503,0.96,-0.2,-1.0,-3.38426,-4.0,-6.2,-72.3273,-82.321048576,-92.326144,-102.3216384,-162.321,-182.322,-232.32384,-242.322048,-282.323,,-39.327,-41.3,-43.8,-469.0,3.0,80.0,,,,,0.0,-151643.0,-151664.0,27.0,0.9311,2.0,6144.0,73.0,128.0,1.0,128.0,16.0,1536.0,1024.0,0.0,0.0,0.612,8.0,2.0,10000000.0,10000.0,1048576.0,0.0,1.02,11.0,151659.0,151663.0,151645.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-5e-06,-73.091,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0,-36.18,,,,,,,,3.7e-05,-6.333,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1.248,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7474.0,949.88,60768.86,360191.88,660191.88,734896.64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.0,8192.0,1.0,1.0,0.0,9.31,-512.0,80.0,140.0,240.0,340.0,440.0,580.0,640.0,740.0,192.0,128.0,512.0,320.0,1320.0,2320.0,3320.0,4360.0,5280.0,6320.0,7160.0,192.0,128.0,4881.12,14801.12,34801.12,54801.12,75793.25,4249.0,114.204,4.848561200112841e+50,584512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.1e-05,-12.529,,,,,,,,,,,,,,,,,,,,,0.177,,,,275138.28,35.0,-14639490513.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.095196,2.763,0.18195,6.148,0.595265,18.05,1.712413,45.381,98.38,6.012911,92.265,0.000354,0.072785,0.001872,1.031048,0.000795,2.417036,0.010382,2.344252,0.010008,0.030576,0.000771,-1.272,0.021,0.007217,-0.013,-1.4e-05,-97.044,8.32,0.058,94.073,0.061,kld/MiMo-V2.5-Pro-Base/wiki-test-raw/aes_sedai/MiMo-V2.5-Pro-Base-IQ4_XS.md,454.99,False,Q8_0 / IQ3_S / IQ3_S / IQ4_XS
MiMo-V2.5-Pro-Base-Q4_K_M (aes_sedai),629.8354791219201,4.92,0.016214,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-14639490513.0,,645909.773503,0.92,,,,,,,-0.2,-1.0,-4.0,-6.2,-72.3273,-102.3216384,-152.328,-162.321,-172.321,-182.322,-232.32384,-242.322048,-282.323,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-39.327,-42.5,-43.8,-32357.0,-61.0,3.0,80.0,,,,,,,,,,,,,,,,,,,0.0,-128247.0,-151662.0,-151664.0,27.0,,,,,,0.9311,0.0,6144.0,73.0,128.0,1.0,128.0,16.0,1536.0,1024.0,0.0,0.0,0.0,0.612,384.0,8.0,1.0,1.0,2.0,1.0,192.0,128.0,64.0,0.0,1.02,152576.0,11.0,151645.0,151643.0,151662.0,151643.0,151662.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-7e-06,-42.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1e-06,-17.931,,,,,,,,1.5e-05,-3.03,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7474.0,949.88,277687.88,677687.88,745228.64,,,,,,,16.0,512.0,1.0,0.0,9.31,-512.0,80.0,140.0,240.0,340.0,440.0,580.0,640.0,740.0,128.0,512.0,320.0,1320.0,2320.0,3320.0,4360.0,5280.0,6320.0,7160.0,128.0,4881.12,24801.12,44801.12,75793.25,513.38,9.0,117.884,4.848561200112841e+50,584512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5e-06,-6.158,,,,,,,,,,239136.95,35.0,-14639490513.0,,,,,,,,,0.25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.037011,2.334,0.068991,4.74,0.212253,13.251,0.634865,32.426,99.39,4.498344,81.436,0.000138,0.021901,0.001128,1.009342,0.00048,2.366152,0.010162,2.344252,0.010008,0.009299,0.000475,-0.29,0.013,0.002699,-0.001,-0.000397,-80.14,4.835,0.039,96.246,0.049,kld/MiMo-V2.5-Pro-Base/wiki-test-raw/aes_sedai/MiMo-V2.5-Pro-Base-Q4_K_M.md,586.58,False,Q8_0 / Q4_K / Q4_K / Q5_K
MiMo-V2.5-Pro-Base-Q5_K_M (aes_sedai),756.8161872281601,5.92,0.00922,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-14639490513.0,,,,767013.773503,1702.0,-6993706989530416.0,,716948.0,195663.0,495663.0,795663.0,,,,,,-7.2422672030628e+19,46380.0,10040.0,40040.0,60040.0,70040.0,,,,,,,,,,,-6993706989530416.0,20040.0,77473429112.0,7.74,-14639490513.0,,7304726088.0,40040.0,71046677.0,,,,,,,,,-6184426180250416.0,80480820.0,30040.0,50040.0,76665436371.0,0.807,,,,,,,-6083266079090416.0,90491256.0,30040.0,50040.0,76564436051.0,0.907,,,,,,,,-5982105977930416.0,,,,,,1004101692.0,20040.0,40040.0,76463435731.0,0.1007,,,,,,,-5982105977930416.0,101294735.0,20040.0,60040.0,76463435731.0,0.1017,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-5982105977930416.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10046032.0,40040.0,76463435731.0,,,,-8e-06,-28.6,-13669490416.0,16304637607.0,30040.0,71045909.0,,,,,,-5172825168650416.0,,180494429.0,30040.0,75655433171.0,1.807,,,,-5071665067490416.0,101294735.0,30040.0,75554432852.0,1.907,,,,,,,,,,,-5071665067490416.0,101294735.0,20049400.0,50040.0,75554432852.0,,-5071665067490416.0,,,,,,101294735.0,200413593.0,40040.0,75554432852.0,1.917,-13669490416.0,101291592.0,25404546543.0,60040.0,71045909.0,,,,,,-4262384258210416.0,191194740.0,30040.0,74746430292.0,2.807,,,,,,,-4363544359370416.0,191194740.0,40040.0,74847430612.0,2.707,,,,,,-4262384258210416.0,101294735.0,30049400.0,50040.0,74746430292.0,2.817,,,,,,-4262384258210416.0,191194740.0,30046032.0,60040.0,74746430292.0,2.817,,,,,,,-13669490416.0,101291592.0,281393341.0,50040.0,71045909.0,,,,,,,-3351943347770416.0,101294735.0,281393341.0,50040.0,73837427412.0,3.907,,-3453103448930416.0,,,,,101294735.0,281393341.0,40040.0,73938427732.0,3.807,-3351943347770416.0,101294735.0,281393341.0,50040.0,73837427412.0,3.917,,,,,,,,,,,-3351943347770416.0,101294735.0,281393341.0,50040.0,73837427412.0,-13669490416.0,191194740.0,391294743.0,60040.0,71045909.0,,,,,,,-2542662538490416.0,101294735.0,281393341.0,50040.0,73029424852.0,4.807,,,,,,,-2441502437330416.0,101294735.0,281393341.0,4904104865.0,72928424532.0,4.907,,,,,,,-2441502437330416.0,101294735.0,281393341.0,50049400.0,72928424532.0,,,,,,-2441502437330416.0,101294735.0,391294743.0,500413593.0,72928424532.0,4.917,,,,,,-13669490416.0,101291592.0,191194740.0,491194740.0,60040.0,71045909.0,-1632221628050416.0,,101294735.0,281393341.0,491194740.0,60040.0,72120421972.0,5.807,,,,,,-1733381729210416.0,101294735.0,281393341.0,570486685.0,72221422292.0,5.707,,,,,,,-1632221628050416.0,101294735.0,281393341.0,491194740.0,72120421972.0,5.817,,,,,,,,-1632221628050416.0,101294735.0,391294743.0,581393341.0,72120421972.0,5.817,,,,,,-13669490416.0,101291592.0,391294743.0,581393341.0,71045909.0,,,,,-72178717610416.0,191194740.0,491194740.0,6904101700.0,71211419092.0,6.907,,-82294818770416.0,,,,,,101294735.0,281393341.0,680491264.0,71312419412.0,6.807,-72178717610416.0,191194740.0,391294743.0,581393341.0,71211426049.0,6.917,,,,,,,-72178717610416.0,101294735.0,281393341.0,491194740.0,691397920.0,71211422872.0,,,,,,-13669490416.0,101291592.0,191194740.0,391294743.0,491194740.0,691294743.0,7120496861.0,,,,,,-13669490416.0,101291592.0,281393341.0,581393341.0,7121496861.0,7.1217,,,,,,-13669490416.0,191194740.0,391294743.0,581393341.0,7122496861.0,7.1227,,-13669490416.0,,,,,,,101291592.0,281393341.0,491194740.0,691294743.0,7123496861.0,7.1237,-13669490416.0,191194740.0,391294743.0,581393341.0,7124496861.0,7.1247,,,,,,,-11482110650416.0,101294735.0,391294743.0,581393341.0,7125486745.0,7.1257,,,,,,-832379060416.0,191194740.0,391294743.0,691294743.0,7125289904.0,7.1257,,,,,-514647290416.0,191194740.0,491194740.0,7125393081.0,7.1257,15.51,-1.0,-3.38426,-4.0,-6.2,-72.3273,-92.326144,-102.3216384,-162.321,-182.322,-232.32384,-242.322048,-282.323,-38.322,-41.5,-43.8,-5138.0,-669.0,3.0,80.0,,0.0,-128247.0,-151645.0,-151664.0,27.0,,,,0.9311,2.0,0.0,1048576.0,73.0,128.0,128.0,128.0,16.0,1536.0,0.0,0.0,0.612,384.0,1.0,-1.0,2.0,1.0,1.0,1048576.0,0.0,1.02,152576.0,151645.0,151661.0,151663.0,151645.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-3e-06,-11.67,,,,,,,,9e-06,-2.016,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,514856.88,263582.62299009,35.0,-7129217125040416.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.257,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7474.0,712504.89,190395.88,589512.89,787801.6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2e-06,-4.132,,,,,,,,,,,,,,,,,,,,,0.247,,,,,,,16.0,512.0,8192.0,1.0,1.0,0.0,9.31,-512.0,80.0,140.0,240.0,340.0,4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/ Q5_K / Q5_K / Q6_K
MiMo-V2.5-Pro-Base-Q6_K 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/ Q6_K / Q6_K / Q6_K
MiMo-V2.5-Pro-Base-Q8_0 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Mo-V2.5-Pro-Base-Q8_0.md,1012.92,True,