model_name,file_size_gb,bpw,Mean KLD_mean,0.00.544.567 I llama_model_loader,0.00.544.568 I llama_model_loader,0.00.544.616 I llama_model_loader,0.00.544.617 I llama_model_loader,0.00.544.618 I llama_model_loader,0.00.544.627 I llama_model_loader,0.00.544.628 I llama_model_loader,0.00.544.629 I llama_model_loader,0.00.544.634 I llama_model_loader,0.00.544.635 I llama_model_loader,0.00.552.232 I llama_model_loader,0.00.552.233 I llama_model_loader,0.00.552.276 I llama_model_loader,0.00.552.277 I llama_model_loader,0.00.552.285 I llama_model_loader,0.00.552.286 I llama_model_loader,0.00.552.287 I llama_model_loader,0.00.552.288 I llama_model_loader,0.00.552.289 I llama_model_loader,0.00.575.413 I llama_model_loader,0.00.575.414 I llama_model_loader,0.00.575.415 I llama_model_loader,0.00.575.419 I llama_model_loader,0.00.575.420 I llama_model_loader,0.00.575.422 I print_info,0.00.582.833 I llama_model_loader,0.00.582.834 I llama_model_loader,0.00.582.835 I llama_model_loader,0.00.582.839 I llama_model_loader,0.00.582.840 I llama_model_loader,0.00.582.842 I print_info,0.00.582.843 I print_info,0.00.630.860 I llama_model_loader,0.00.630.861 I llama_model_loader,0.00.630.902 I llama_model_loader,0.00.630.903 I llama_model_loader,0.00.630.911 I llama_model_loader,0.00.630.912 I llama_model_loader,0.00.630.913 I llama_model_loader,0.00.630.914 I llama_model_loader,0.00.630.916 I llama_model_loader,0.00.637.213 I llama_model_loader,0.00.637.214 I llama_model_loader,0.00.637.255 I llama_model_loader,0.00.637.256 I llama_model_loader,0.00.637.257 I llama_model_loader,0.00.637.265 I llama_model_loader,0.00.637.266 I llama_model_loader,0.00.637.267 I llama_model_loader,0.00.637.268 I llama_model_loader,0.00.661.966 I llama_model_loader,0.00.661.967 I llama_model_loader,0.00.661.968 I llama_model_loader,0.00.661.972 I llama_model_loader,0.00.661.973 I llama_model_loader,0.00.661.975 I print_info,0.00.661.976 I print_info,0.00.667.950 I llama_model_loader,0.00.667.951 I llama_model_loader,0.00.667.952 I llama_model_loader,0.00.667.957 I llama_model_loader,0.00.667.958 I llama_model_loader,0.00.667.960 I print_info,0.01.325.026 I load,0.01.330.626 I load,0.01.347.305 I load,0.01.347.306 I load,0.01.347.472 I load,0.01.352.678 I load,0.01.352.679 I load,0.01.352.846 I load,0.01.396.702 I load,0.01.396.727 I print_info,0.01.396.728 I print_info,0.01.396.729 I print_info,0.01.396.730 I print_info,0.01.396.747 I print_info,0.01.396.749 I print_info,0.01.396.751 I print_info,0.01.396.753 I print_info,0.01.396.756 I print_info,0.01.396.759 I print_info,0.01.396.762 I print_info,0.01.396.769 I print_info,0.01.396.770 I print_info,0.01.396.772 I print_info,0.01.396.773 I print_info,0.01.396.774 I print_info,0.01.396.775 I print_info,0.01.396.776 I print_info,0.01.396.777 I print_info,0.01.396.778 I print_info,0.01.396.779 I print_info,0.01.396.784 I print_info,0.01.396.785 I print_info,0.01.396.786 I print_info,0.01.396.787 I print_info,0.01.396.788 I print_info,0.01.396.789 I print_info,0.01.396.790 I print_info,0.01.396.791 I print_info,0.01.396.792 I print_info,0.01.396.793 I print_info,0.01.399.888 I load_tensors,0.01.399.893 I load_tensors,0.01.399.894 I load_tensors,0.01.399.895 I load_tensors,0.01.402.053 I load,0.01.402.078 I print_info,0.01.402.079 I print_info,0.01.402.080 I print_info,0.01.402.081 I print_info,0.01.402.098 I print_info,0.01.402.100 I print_info,0.01.402.101 I print_info,0.01.402.102 I print_info,0.01.402.103 I print_info,0.01.402.104 I print_info,0.01.402.108 I print_info,0.01.402.111 I print_info,0.01.402.120 I print_info,0.01.402.121 I print_info,0.01.402.123 I print_info,0.01.402.124 I print_info,0.01.402.125 I print_info,0.01.402.126 I print_info,0.01.402.127 I print_info,0.01.402.128 I print_info,0.01.402.129 I print_info,0.01.402.130 I print_info,0.01.402.135 I print_info,0.01.402.136 I print_info,0.01.402.137 I print_info,0.01.402.138 I print_info,0.01.402.140 I print_info,0.01.402.141 I print_info,0.01.402.143 I print_info,0.01.402.144 I print_info,0.01.402.145 I print_info,0.01.402.885 I llama_context,0.01.402.886 I llama_context,0.01.402.887 I llama_context,0.01.402.891 I llama_context,0.01.402.892 I llama_context,0.01.405.061 I load,0.01.405.222 I load_tensors,0.01.405.223 I load_tensors,0.01.405.227 I load_tensors,0.01.405.228 I load_tensors,0.01.405.229 I load_tensors,0.01.406.978 I load,0.01.407.992 I llama_context,0.01.407.993 I llama_context,0.01.407.994 I llama_context,0.01.407.998 I llama_context,0.01.407.999 I llama_context,0.01.408.137 I llama_context,0.01.408.268 I llama_kv_cache,0.01.408.277 I llama_kv_cache,0.01.408.278 I llama_kv_cache,0.01.408.279 I llama_kv_cache,0.01.408.290 I llama_kv_cache,0.01.408.291 I llama_kv_cache,0.01.408.297 I llama_kv_cache,0.01.408.298 I llama_kv_cache,0.01.408.660 I llama_memory_recurrent,0.01.408.895 I llama_memory_recurrent,0.01.409.111 I llama_memory_recurrent,0.01.409.399 I llama_memory_recurrent,0.01.409.657 I llama_memory_recurrent,0.01.412.894 I llama_memory_recurrent,0.01.413.139 I llama_memory_recurrent,0.01.413.387 I llama_memory_recurrent,0.01.413.839 I llama_context,0.01.413.957 I llama_kv_cache,0.01.413.966 I llama_kv_cache,0.01.413.967 I llama_kv_cache,0.01.413.968 I llama_kv_cache,0.01.413.969 I llama_kv_cache,0.01.413.975 I llama_kv_cache,0.01.414.339 I llama_memory_recurrent,0.01.414.620 I llama_memory_recurrent,0.01.414.836 I llama_memory_recurrent,0.01.415.077 I llama_memory_recurrent,0.01.415.332 I llama_memory_recurrent,0.01.415.586 I llama_memory_recurrent,0.01.415.824 I llama_memory_recurrent,0.01.416.031 I llama_memory_recurrent,0.01.428.096 I load,0.01.428.097 I load,0.01.428.098 I load,0.01.428.300 I load,0.01.430.024 I load,0.01.430.025 I load,0.01.430.200 I load,0.01.477.588 I load,0.01.477.614 I print_info,0.01.477.615 I print_info,0.01.477.616 I print_info,0.01.477.618 I print_info,0.01.477.635 I print_info,0.01.477.643 I print_info,0.01.477.644 I print_info,0.01.477.645 I print_info,0.01.477.646 I print_info,0.01.477.647 I print_info,0.01.477.651 I print_info,0.01.477.653 I print_info,0.01.477.654 I print_info,0.01.477.656 I print_info,0.01.477.657 I print_info,0.01.477.659 I print_info,0.01.477.660 I print_info,0.01.477.661 I print_info,0.01.477.662 I print_info,0.01.477.663 I print_info,0.01.477.665 I print_info,0.01.477.692 I print_info,0.01.477.693 I print_info,0.01.477.694 I print_info,0.01.477.695 I print_info,0.01.477.700 I print_info,0.01.477.701 I print_info,0.01.477.702 I print_info,0.01.477.703 I print_info,0.01.479.187 I load,0.01.479.213 I print_info,0.01.479.214 I print_info,0.01.479.215 I print_info,0.01.479.232 I print_info,0.01.479.235 I print_info,0.01.479.240 I print_info,0.01.479.242 I print_info,0.01.479.243 I print_info,0.01.479.247 I print_info,0.01.479.249 I print_info,0.01.479.250 I print_info,0.01.479.252 I print_info,0.01.479.253 I print_info,0.01.479.255 I print_info,0.01.479.256 I print_info,0.01.479.257 I print_info,0.01.479.258 I print_info,0.01.479.259 I print_info,0.01.479.261 I print_info,0.01.479.263 I print_info,0.01.479.264 I print_info,0.01.479.265 I print_info,0.01.479.268 I print_info,0.01.479.269 I print_info,0.01.479.270 I print_info,0.01.479.275 I print_info,0.01.479.276 I print_info,0.01.479.277 I print_info,0.01.479.278 I print_info,0.01.481.536 I load_tensors,0.01.481.537 I load_tensors,0.01.481.543 I load_tensors,0.01.481.544 I load_tensors,0.01.481.545 I load_tensors,0.01.482.318 I load_tensors,0.01.482.319 I load_tensors,0.01.482.323 I load_tensors,0.01.482.324 I load_tensors,0.01.482.325 I load_tensors,0.01.484.576 I llama_context,0.01.484.577 I llama_context,0.01.484.578 I llama_context,0.01.484.582 I llama_context,0.01.484.583 I llama_context,0.01.485.325 I llama_context,0.01.485.326 I llama_context,0.01.485.330 I llama_context,0.01.485.331 I llama_context,0.01.490.023 I llama_context,0.01.490.142 I llama_kv_cache,0.01.490.152 I llama_kv_cache,0.01.490.153 I llama_kv_cache,0.01.490.154 I llama_kv_cache,0.01.490.155 I llama_kv_cache,0.01.490.161 I llama_kv_cache,0.01.490.162 I llama_kv_cache,0.01.490.558 I llama_memory_recurrent,0.01.490.802 I llama_memory_recurrent,0.01.490.959 I llama_context,0.01.491.017 I llama_memory_recurrent,0.01.491.075 I llama_kv_cache,0.01.491.084 I llama_kv_cache,0.01.491.085 I llama_kv_cache,0.01.491.086 I llama_kv_cache,0.01.491.087 I llama_kv_cache,0.01.491.093 I llama_kv_cache,0.01.491.255 I llama_memory_recurrent,0.01.491.456 I llama_memory_recurrent,0.01.491.534 I llama_memory_recurrent,0.01.491.689 I llama_memory_recurrent,0.01.491.753 I llama_memory_recurrent,0.01.491.942 I llama_memory_recurrent,0.01.491.987 I llama_memory_recurrent,0.01.492.178 I llama_memory_recurrent,0.01.492.195 I llama_memory_recurrent,0.01.492.443 I llama_memory_recurrent,0.01.492.659 I llama_memory_recurrent,0.01.492.912 I llama_memory_recurrent,0.01.493.128 I llama_memory_recurrent,0.01.506.966 I sched_reserve,0.01.506.976 I sched_reserve,0.01.506.977 I sched_reserve,0.01.506.978 I sched_reserve,0.01.506.979 I sched_reserve,0.01.506.980 I sched_reserve,0.01.506.984 I sched_reserve,0.01.507.401 I common_memory_breakdown_print,0.01.513.146 I sched_reserve,0.01.513.159 I sched_reserve,0.01.513.160 I sched_reserve,0.01.513.161 I sched_reserve,0.01.513.162 I sched_reserve,0.01.513.166 I sched_reserve,0.01.513.550 I common_memory_breakdown_print,0.01.563.512 I common_params_fit_impl,0.01.563.517 I common_fit_params,0.01.571.267 I common_params_fit_impl,0.01.571.272 I common_fit_params,0.01.582.916 I sched_reserve,0.01.582.927 I sched_reserve,0.01.582.928 I sched_reserve,0.01.582.929 I sched_reserve,0.01.582.930 I sched_reserve,0.01.582.931 I sched_reserve,0.01.582.935 I sched_reserve,0.01.583.358 I common_memory_breakdown_print,0.01.589.468 I sched_reserve,0.01.589.483 I sched_reserve,0.01.589.484 I sched_reserve,0.01.589.485 I sched_reserve,0.01.589.486 I sched_reserve,0.01.589.487 I sched_reserve,0.01.589.491 I sched_reserve,0.01.589.886 I common_memory_breakdown_print,0.01.595.251 I llama_model_loader,0.01.595.252 I llama_model_loader,0.01.595.294 I llama_model_loader,0.01.595.295 I llama_model_loader,0.01.595.304 I llama_model_loader,0.01.595.306 I llama_model_loader,0.01.595.308 I llama_model_loader,0.01.595.309 I llama_model_loader,0.01.595.315 I llama_model_loader,0.01.595.316 I llama_model_loader,0.01.597.456 I llama_model_loader,0.01.597.457 I llama_model_loader,0.01.597.477 I llama_model_loader,0.01.597.478 I llama_model_loader,0.01.597.486 I llama_model_loader,0.01.597.487 I llama_model_loader,0.01.597.490 I llama_model_loader,0.01.597.496 I llama_model_loader,0.01.597.498 I llama_model_loader,0.01.604.813 I llama_model_loader,0.01.604.832 I llama_model_loader,0.01.604.833 I llama_model_loader,0.01.604.834 I llama_model_loader,0.01.604.840 I llama_model_loader,0.01.604.841 I llama_model_loader,0.01.604.844 I llama_model_loader,0.01.604.845 I llama_model_loader,0.01.604.850 I llama_model_loader,0.01.604.851 I llama_model_loader,0.01.626.033 I llama_model_loader,0.01.626.034 I llama_model_loader,0.01.626.038 I llama_model_loader,0.01.626.039 I llama_model_loader,0.01.626.042 I print_info,0.01.626.043 I print_info,0.01.627.743 I llama_model_loader,0.01.627.744 I llama_model_loader,0.01.627.745 I llama_model_loader,0.01.627.748 I llama_model_loader,0.01.627.749 I llama_model_loader,0.01.627.750 I llama_model_loader,0.01.627.751 I print_info,0.01.635.202 I llama_model_loader,0.01.635.203 I llama_model_loader,0.01.635.204 I llama_model_loader,0.01.635.207 I llama_model_loader,0.01.635.208 I llama_model_loader,0.01.635.209 I llama_model_loader,0.01.635.210 I print_info,0.01.642.578 I common_params_fit_impl,0.01.642.583 I common_fit_params,0.01.651.496 I common_params_fit_impl,0.01.651.501 I common_fit_params,0.01.663.192 I llama_model_loader,0.01.663.193 I llama_model_loader,0.01.663.232 I llama_model_loader,0.01.663.233 I llama_model_loader,0.01.663.241 I llama_model_loader,0.01.663.242 I llama_model_loader,0.01.663.243 I llama_model_loader,0.01.663.245 I llama_model_loader,0.01.676.472 I llama_model_loader,0.01.676.473 I llama_model_loader,0.01.676.493 I llama_model_loader,0.01.676.494 I llama_model_loader,0.01.676.503 I llama_model_loader,0.01.676.506 I llama_model_loader,0.01.676.507 I llama_model_loader,0.01.676.512 I llama_model_loader,0.01.676.513 I llama_model_loader,0.01.685.348 I llama_model_loader,0.01.685.349 I llama_model_loader,0.01.685.369 I llama_model_loader,0.01.685.370 I llama_model_loader,0.01.685.376 I llama_model_loader,0.01.685.377 I llama_model_loader,0.01.685.379 I llama_model_loader,0.01.685.381 I llama_model_loader,0.01.685.384 I llama_model_loader,0.01.685.386 I llama_model_loader,0.01.694.079 I llama_model_loader,0.01.694.080 I llama_model_loader,0.01.694.083 I llama_model_loader,0.01.694.084 I llama_model_loader,0.01.694.086 I print_info,0.01.694.087 I print_info,0.01.704.710 I load,0.01.706.662 I llama_model_loader,0.01.706.663 I llama_model_loader,0.01.706.664 I llama_model_loader,0.01.706.666 I llama_model_loader,0.01.706.667 I llama_model_loader,0.01.706.668 I print_info,0.01.706.669 I print_info,0.01.711.191 I load,0.01.715.595 I llama_model_loader,0.01.715.596 I llama_model_loader,0.01.715.597 I llama_model_loader,0.01.715.600 I llama_model_loader,0.01.715.601 I llama_model_loader,0.01.715.602 I print_info,0.01.715.603 I print_info,0.01.727.289 I load,0.01.727.290 I load,0.01.727.291 I load,0.01.727.458 I load,0.01.734.346 I load,0.01.734.347 I load,0.01.734.546 I load,0.01.776.373 I load,0.01.776.394 I print_info,0.01.776.395 I print_info,0.01.776.396 I print_info,0.01.776.404 I print_info,0.01.776.405 I print_info,0.01.776.406 I print_info,0.01.776.407 I print_info,0.01.776.409 I print_info,0.01.776.410 I print_info,0.01.776.413 I print_info,0.01.776.414 I print_info,0.01.776.415 I print_info,0.01.776.416 I print_info,0.01.776.417 I print_info,0.01.776.418 I print_info,0.01.776.419 I print_info,0.01.776.420 I print_info,0.01.776.421 I print_info,0.01.776.422 I print_info,0.01.776.424 I print_info,0.01.776.425 I print_info,0.01.776.426 I print_info,0.01.776.427 I print_info,0.01.776.428 I print_info,0.01.776.429 I print_info,0.01.776.430 I print_info,0.01.776.431 I print_info,0.01.776.432 I print_info,0.01.776.433 I print_info,0.01.784.076 I load,0.01.784.096 I print_info,0.01.784.097 I print_info,0.01.784.098 I print_info,0.01.784.106 I print_info,0.01.784.107 I print_info,0.01.784.108 I print_info,0.01.784.109 I print_info,0.01.784.111 I print_info,0.01.784.112 I print_info,0.01.784.114 I print_info,0.01.784.115 I print_info,0.01.784.117 I print_info,0.01.784.118 I print_info,0.01.784.119 I print_info,0.01.784.120 I print_info,0.01.784.121 I print_info,0.01.784.124 I print_info,0.01.784.125 I print_info,0.01.784.126 I print_info,0.01.784.127 I print_info,0.01.784.128 I print_info,0.01.784.134 I print_info,0.01.784.135 I print_info,0.01.784.136 I print_info,0.01.784.137 I print_info,0.01.784.139 I print_info,0.01.784.140 I print_info,0.01.784.141 I print_info,0.01.784.142 I print_info,0.01.784.143 I print_info,0.01.789.626 I load,0.01.792.286 I load,0.01.812.451 I load,0.01.812.452 I load,0.01.812.635 I load,0.01.814.310 I load,0.01.814.311 I load,0.01.814.312 I load,0.01.814.482 I load,0.01.861.343 I load,0.01.861.364 I print_info,0.01.861.365 I print_info,0.01.861.366 I print_info,0.01.861.367 I print_info,0.01.861.374 I print_info,0.01.861.375 I print_info,0.01.861.376 I print_info,0.01.861.377 I print_info,0.01.861.378 I print_info,0.01.861.379 I print_info,0.01.861.380 I print_info,0.01.861.382 I print_info,0.01.861.383 I print_info,0.01.861.385 I print_info,0.01.861.386 I print_info,0.01.861.387 I print_info,0.01.861.388 I print_info,0.01.861.390 I print_info,0.01.861.391 I print_info,0.01.861.392 I print_info,0.01.861.393 I print_info,0.01.861.394 I print_info,0.01.861.395 I print_info,0.01.861.397 I print_info,0.01.861.399 I print_info,0.01.861.400 I print_info,0.01.861.419 I print_info,0.01.861.421 I print_info,0.01.861.422 I print_info,0.01.861.423 I print_info,0.01.861.424 I print_info,0.01.861.425 I print_info,0.01.861.426 I print_info,0.01.861.427 I print_info,0.01.861.428 I print_info,0.01.863.078 I load,0.01.863.099 I print_info,0.01.863.100 I print_info,0.01.863.101 I print_info,0.01.863.109 I print_info,0.01.863.110 I print_info,0.01.863.111 I print_info,0.01.863.112 I print_info,0.01.863.113 I print_info,0.01.863.114 I print_info,0.01.863.115 I print_info,0.01.863.117 I print_info,0.01.863.118 I print_info,0.01.863.119 I print_info,0.01.863.120 I print_info,0.01.863.121 I print_info,0.01.863.122 I print_info,0.01.863.123 I print_info,0.01.863.124 I print_info,0.01.863.125 I print_info,0.01.863.126 I print_info,0.01.863.127 I print_info,0.01.863.128 I print_info,0.01.863.130 I print_info,0.01.863.131 I print_info,0.01.863.132 I print_info,0.01.863.133 I print_info,0.01.863.134 I print_info,0.01.863.135 I print_info,0.01.863.136 I print_info,0.01.863.137 I print_info,0.01.863.138 I print_info,0.01.863.139 I print_info,0.01.863.143 I print_info,0.02.511.670 I load,0.02.534.284 I load,0.02.534.285 I load,0.02.534.286 I load,0.02.534.473 I load,0.02.545.343 I load,0.02.564.349 I load,0.02.564.350 I load,0.02.564.351 I load,0.02.564.510 I load,0.02.583.569 I load,0.02.583.594 I print_info,0.02.583.595 I print_info,0.02.583.597 I print_info,0.02.583.621 I print_info,0.02.583.629 I print_info,0.02.583.630 I print_info,0.02.583.631 I print_info,0.02.583.632 I print_info,0.02.583.633 I print_info,0.02.583.637 I print_info,0.02.583.639 I print_info,0.02.583.640 I print_info,0.02.583.642 I print_info,0.02.583.644 I print_info,0.02.583.645 I print_info,0.02.583.646 I print_info,0.02.583.647 I print_info,0.02.583.648 I print_info,0.02.583.649 I print_info,0.02.583.650 I print_info,0.02.583.651 I print_info,0.02.583.653 I print_info,0.02.583.654 I print_info,0.02.583.655 I print_info,0.02.583.656 I print_info,0.02.583.661 I print_info,0.02.583.662 I print_info,0.02.583.663 I print_info,0.02.583.664 I print_info,0.02.583.665 I print_info,0.02.583.666 I print_info,0.02.583.670 I print_info,0.02.583.671 I print_info,0.02.586.761 I load_tensors,0.02.586.762 I load_tensors,0.02.586.767 I load_tensors,0.02.586.768 I load_tensors,0.02.586.769 I load_tensors,0.02.589.754 I llama_context,0.02.589.755 I llama_context,0.02.589.756 I llama_context,0.02.589.760 I llama_context,0.02.589.761 I llama_context,0.02.594.258 I llama_context,0.02.594.378 I llama_kv_cache,0.02.594.387 I llama_kv_cache,0.02.594.388 I llama_kv_cache,0.02.594.389 I llama_kv_cache,0.02.594.390 I llama_kv_cache,0.02.594.396 I llama_kv_cache,0.02.594.799 I llama_memory_recurrent,0.02.595.032 I llama_memory_recurrent,0.02.595.246 I llama_memory_recurrent,0.02.595.487 I llama_memory_recurrent,0.02.595.757 I llama_memory_recurrent,0.02.595.973 I llama_memory_recurrent,0.02.596.214 I llama_memory_recurrent,0.02.596.418 I llama_memory_recurrent,0.02.613.046 I load,0.02.613.071 I print_info,0.02.613.072 I print_info,0.02.613.073 I print_info,0.02.613.091 I print_info,0.02.613.094 I print_info,0.02.613.095 I print_info,0.02.613.096 I print_info,0.02.613.097 I print_info,0.02.613.100 I print_info,0.02.613.103 I print_info,0.02.613.104 I print_info,0.02.613.106 I print_info,0.02.613.107 I print_info,0.02.613.108 I print_info,0.02.613.109 I print_info,0.02.613.110 I print_info,0.02.613.112 I print_info,0.02.613.113 I print_info,0.02.613.114 I print_info,0.02.613.115 I print_info,0.02.613.116 I print_info,0.02.613.121 I print_info,0.02.613.122 I print_info,0.02.613.123 I print_info,0.02.613.124 I print_info,0.02.616.186 I load_tensors,0.02.616.191 I load_tensors,0.02.616.192 I load_tensors,0.02.616.193 I load_tensors,0.02.619.003 I llama_context,0.02.619.004 I llama_context,0.02.619.008 I llama_context,0.02.624.327 I llama_context,0.02.624.448 I llama_kv_cache,0.02.624.456 I llama_kv_cache,0.02.624.457 I llama_kv_cache,0.02.624.458 I llama_kv_cache,0.02.624.459 I llama_kv_cache,0.02.624.464 I llama_kv_cache,0.02.624.465 I llama_kv_cache,0.02.624.839 I llama_memory_recurrent,0.02.625.130 I llama_memory_recurrent,0.02.625.351 I llama_memory_recurrent,0.02.625.591 I llama_memory_recurrent,0.02.625.868 I llama_memory_recurrent,0.02.626.130 I llama_memory_recurrent,0.02.626.369 I llama_memory_recurrent,0.02.626.585 I llama_memory_recurrent,0.02.703.780 I sched_reserve,0.02.703.793 I sched_reserve,0.02.703.794 I sched_reserve,0.02.703.795 I sched_reserve,0.02.703.796 I sched_reserve,0.02.703.797 I sched_reserve,0.02.703.801 I sched_reserve,0.02.704.177 I common_memory_breakdown_print,0.02.713.702 I sched_reserve,0.02.713.715 I sched_reserve,0.02.713.716 I sched_reserve,0.02.713.717 I sched_reserve,0.02.713.718 I sched_reserve,0.02.713.719 I sched_reserve,0.02.713.721 I sched_reserve,0.02.714.125 I common_memory_breakdown_print,0.02.765.731 I common_params_fit_impl,0.02.765.736 I common_fit_params,0.02.770.918 I common_params_fit_impl,0.02.770.937 I common_fit_params,0.02.799.843 I llama_model_loader,0.02.799.866 I llama_model_loader,0.02.799.867 I llama_model_loader,0.02.799.873 I llama_model_loader,0.02.799.874 I llama_model_loader,0.02.799.875 I llama_model_loader,0.02.799.877 I llama_model_loader,0.02.799.879 I llama_model_loader,0.02.803.345 I llama_model_loader,0.02.803.365 I llama_model_loader,0.02.803.366 I llama_model_loader,0.02.803.371 I llama_model_loader,0.02.803.372 I llama_model_loader,0.02.803.373 I llama_model_loader,0.02.803.375 I llama_model_loader,0.02.803.376 I llama_model_loader,0.02.830.095 I llama_model_loader,0.02.830.096 I llama_model_loader,0.02.830.097 I llama_model_loader,0.02.830.100 I llama_model_loader,0.02.830.101 I llama_model_loader,0.02.830.102 I llama_model_loader,0.02.830.103 I print_info,0.02.833.765 I llama_model_loader,0.02.833.766 I llama_model_loader,0.02.833.767 I llama_model_loader,0.02.833.768 I print_info,0.02.906.447 I load,0.02.907.967 I load,0.02.925.106 I load,0.02.925.107 I load,0.02.925.108 I load,0.02.925.260 I load,0.02.930.431 I load,0.02.930.432 I load,0.02.930.433 I load,0.02.930.631 I load,0.02.973.355 I load,0.02.973.375 I print_info,0.02.973.376 I print_info,0.02.973.385 I print_info,0.02.973.386 I print_info,0.02.973.387 I print_info,0.02.973.388 I print_info,0.02.973.389 I print_info,0.02.973.391 I print_info,0.02.973.392 I print_info,0.02.973.394 I print_info,0.02.973.395 I print_info,0.02.973.396 I print_info,0.02.973.397 I print_info,0.02.973.398 I print_info,0.02.973.399 I print_info,0.02.973.400 I print_info,0.02.973.401 I print_info,0.02.973.402 I print_info,0.02.973.403 I print_info,0.02.973.404 I print_info,0.02.973.405 I print_info,0.02.973.406 I print_info,0.02.973.407 I print_info,0.02.979.869 I load,0.02.979.889 I print_info,0.02.979.890 I print_info,0.02.979.891 I print_info,0.02.979.892 I print_info,0.02.979.899 I print_info,0.02.979.900 I print_info,0.02.979.901 I print_info,0.02.979.902 I print_info,0.02.979.903 I print_info,0.02.979.905 I print_info,0.02.979.908 I print_info,0.02.979.909 I print_info,0.02.979.910 I print_info,0.02.979.911 I print_info,0.02.979.912 I print_info,0.02.979.933 I print_info,0.02.979.936 I print_info,0.02.979.937 I print_info,0.02.979.938 I print_info,0.02.979.940 I print_info,0.02.979.941 I print_info,0.02.979.942 I print_info,0.02.979.943 I print_info,0.02.979.944 I print_info,0.02.979.945 I print_info,0.02.979.947 I print_info,0.02.979.948 I print_info,0.02.979.949 I print_info,0.02.979.950 I print_info,0.02.979.951 I print_info,0.02.979.952 I print_info,0.02.979.953 I print_info,0.07.125.203 I load_tensors,0.07.125.208 I load_tensors,0.07.125.209 I load_tensors,0.07.125.210 I load_tensors,0.07.125.211 I load_tensors,0.07.286.185 I load_tensors,0.07.286.186 I load_tensors,0.07.286.191 I load_tensors,0.07.286.192 I load_tensors,0.07.286.193 I load_tensors,0.07.286.194 I load_tensors,0.07.990.116 I llama_context,0.07.990.117 I llama_context,0.07.990.118 I llama_context,0.07.990.122 I llama_context,0.07.995.550 I llama_context,0.07.995.869 I llama_kv_cache,0.07.996.099 I llama_kv_cache,0.07.996.363 I llama_kv_cache,0.07.996.562 I llama_kv_cache,0.07.996.782 I llama_kv_cache,0.07.996.995 I llama_kv_cache,0.07.997.215 I llama_kv_cache,0.07.997.436 I llama_kv_cache,0.07.997.476 I llama_kv_cache,0.07.997.742 I llama_memory_recurrent,0.07.997.992 I llama_memory_recurrent,0.07.998.253 I llama_memory_recurrent,0.07.998.506 I llama_memory_recurrent,0.07.998.770 I llama_memory_recurrent,0.07.999.009 I llama_memory_recurrent,0.07.999.274 I llama_memory_recurrent,0.07.999.490 I llama_memory_recurrent,0.08.096.530 I llama_context,0.08.096.531 I llama_context,0.08.096.532 I llama_context,0.08.096.536 I llama_context,0.08.096.537 I llama_context,0.08.101.814 I llama_context,0.08.102.101 I llama_kv_cache,0.08.102.287 I llama_kv_cache,0.08.103.120 I llama_kv_cache,0.08.103.306 I llama_kv_cache,0.08.103.500 I llama_kv_cache,0.08.103.726 I llama_kv_cache,0.08.103.902 I llama_kv_cache,0.08.104.091 I llama_kv_cache,0.08.104.124 I llama_kv_cache,0.08.104.126 I llama_kv_cache,0.08.104.367 I llama_memory_recurrent,0.08.104.608 I llama_memory_recurrent,0.08.104.818 I llama_memory_recurrent,0.08.105.035 I llama_memory_recurrent,0.08.105.269 I llama_memory_recurrent,0.08.105.472 I llama_memory_recurrent,0.08.105.705 I llama_memory_recurrent,0.08.105.888 I llama_memory_recurrent,0.08.140.604 I sched_reserve,0.08.140.621 I sched_reserve,0.08.140.622 I sched_reserve,0.08.140.623 I sched_reserve,0.08.140.624 I sched_reserve,0.08.140.625 I sched_reserve,0.08.140.626 I sched_reserve,0.08.140.627 I sched_reserve,0.08.239.651 I system_info,0.08.239.892 I sched_reserve,0.08.239.908 I sched_reserve,0.08.239.909 I sched_reserve,0.08.239.910 I sched_reserve,0.08.239.911 I sched_reserve,0.08.239.912 I sched_reserve,0.08.239.913 I sched_reserve,0.08.239.914 I sched_reserve,0.08.239.915 I sched_reserve,0.08.339.500 I system_info,0.08.376.579 I kl_divergence,0.08.552.995 I load_tensors,0.08.552.996 I load_tensors,0.08.553.001 I load_tensors,0.08.553.002 I load_tensors,0.08.553.003 I load_tensors,0.08.553.004 I load_tensors,0.09.612.353 I llama_context,0.09.612.354 I llama_context,0.09.612.358 I llama_context,0.09.612.359 I llama_context,0.09.620.232 I llama_context,0.09.620.549 I llama_kv_cache,0.09.620.752 I llama_kv_cache,0.09.620.981 I llama_kv_cache,0.09.621.153 I llama_kv_cache,0.09.621.329 I llama_kv_cache,0.09.621.560 I llama_kv_cache,0.09.621.741 I llama_kv_cache,0.09.621.920 I llama_kv_cache,0.09.621.956 I llama_kv_cache,0.09.622.203 I llama_memory_recurrent,0.09.622.447 I llama_memory_recurrent,0.09.622.669 I llama_memory_recurrent,0.09.622.897 I llama_memory_recurrent,0.09.623.135 I llama_memory_recurrent,0.09.623.340 I llama_memory_recurrent,0.09.623.598 I llama_memory_recurrent,0.09.623.782 I llama_memory_recurrent,0.09.737.766 I load_tensors,0.09.737.767 I load_tensors,0.09.737.772 I load_tensors,0.09.737.773 I load_tensors,0.09.737.774 I load_tensors,0.09.737.775 I load_tensors,0.09.769.890 I sched_reserve,0.09.769.907 I sched_reserve,0.09.769.908 I sched_reserve,0.09.769.909 I sched_reserve,0.09.769.910 I sched_reserve,0.09.769.911 I sched_reserve,0.09.769.912 I sched_reserve,0.09.769.913 I sched_reserve,0.09.869.508 I system_info,0.1% KLD,0.1% Δp,0.10.628.706 I load_tensors,0.10.628.707 I load_tensors,0.10.628.713 I load_tensors,0.10.628.714 I load_tensors,0.10.628.715 I load_tensors,0.10.972.439 I llama_context,0.10.972.440 I llama_context,0.10.972.441 I llama_context,0.10.972.444 I llama_context,0.10.972.445 I llama_context,0.10.981.157 I llama_context,0.10.981.432 I llama_kv_cache,0.10.981.625 I llama_kv_cache,0.10.981.857 I llama_kv_cache,0.10.982.072 I llama_kv_cache,0.10.982.245 I llama_kv_cache,0.10.982.434 I llama_kv_cache,0.10.982.627 I llama_kv_cache,0.10.982.792 I llama_kv_cache,0.10.982.837 I llama_kv_cache,0.10.983.115 I llama_memory_recurrent,0.10.983.336 I llama_memory_recurrent,0.10.983.538 I llama_memory_recurrent,0.10.983.767 I llama_memory_recurrent,0.10.984.051 I llama_memory_recurrent,0.10.984.257 I llama_memory_recurrent,0.10.984.487 I llama_memory_recurrent,0.10.984.673 I llama_memory_recurrent,0.11.125.621 I sched_reserve,0.11.125.634 I sched_reserve,0.11.125.635 I sched_reserve,0.11.125.636 I sched_reserve,0.11.125.637 I sched_reserve,0.11.125.638 I sched_reserve,0.11.125.639 I sched_reserve,0.11.125.640 I sched_reserve,0.11.230.566 I system_info,0.11.444.000 I kl_divergence,0.11.962.798 I llama_context,0.11.962.799 I llama_context,0.11.962.803 I llama_context,0.11.962.804 I llama_context,0.11.968.262 I llama_context,0.11.968.558 I llama_kv_cache,0.11.968.769 I llama_kv_cache,0.11.969.003 I llama_kv_cache,0.11.969.181 I llama_kv_cache,0.11.969.402 I llama_kv_cache,0.11.969.616 I llama_kv_cache,0.11.969.808 I llama_kv_cache,0.11.969.993 I llama_kv_cache,0.11.970.029 I llama_kv_cache,0.11.970.286 I llama_memory_recurrent,0.11.970.515 I llama_memory_recurrent,0.11.970.727 I llama_memory_recurrent,0.11.970.955 I llama_memory_recurrent,0.11.971.208 I llama_memory_recurrent,0.11.971.464 I llama_memory_recurrent,0.11.971.689 I llama_memory_recurrent,0.11.971.881 I llama_memory_recurrent,0.12.115.105 I sched_reserve,0.12.115.133 I sched_reserve,0.12.115.134 I sched_reserve,0.12.115.135 I sched_reserve,0.12.115.136 I sched_reserve,0.12.115.137 I sched_reserve,0.12.115.138 I sched_reserve,0.12.115.139 I sched_reserve,0.12.223.607 I system_info,0.13.090.444 I kl_divergence,0.13.962.590 I load_tensors,0.13.962.595 I load_tensors,0.13.962.596 I load_tensors,0.13.962.597 I load_tensors,0.14.363.037 I kl_divergence,0.15.417.737 I kl_divergence,0.15.628.467 I llama_context,0.15.628.468 I llama_context,0.15.628.469 I llama_context,0.15.628.473 I llama_context,0.15.628.474 I llama_context,0.15.633.809 I llama_context,0.15.636.127 I llama_kv_cache,0.15.636.333 I llama_kv_cache,0.15.636.553 I llama_kv_cache,0.15.636.726 I llama_kv_cache,0.15.636.914 I llama_kv_cache,0.15.637.140 I llama_kv_cache,0.15.637.325 I llama_kv_cache,0.15.637.506 I llama_kv_cache,0.15.637.542 I llama_kv_cache,0.15.637.798 I llama_memory_recurrent,0.15.638.061 I llama_memory_recurrent,0.15.638.272 I llama_memory_recurrent,0.15.638.499 I llama_memory_recurrent,0.15.638.747 I llama_memory_recurrent,0.15.638.966 I llama_memory_recurrent,0.15.639.191 I llama_memory_recurrent,0.15.639.388 I llama_memory_recurrent,0.15.776.602 I sched_reserve,0.15.776.617 I sched_reserve,0.15.776.618 I sched_reserve,0.15.776.619 I sched_reserve,0.15.776.620 I sched_reserve,0.15.776.621 I sched_reserve,0.15.776.622 I sched_reserve,0.15.890.628 I system_info,0.19.098.004 I kl_divergence,1.0% KLD,1.0% Δp,1.14.608.644 I llama_perf_context_print,1.14.608.648 I llama_perf_context_print,1.14.608.649 I llama_perf_context_print,1.14.608.870 I common_memory_breakdown_print,1.15.309.600 I llama_perf_context_print,1.15.309.604 I llama_perf_context_print,1.15.309.825 I common_memory_breakdown_print,1.16.761.389 I llama_perf_context_print,1.16.761.404 I llama_perf_context_print,1.16.761.405 I llama_perf_context_print,1.16.761.665 I common_memory_breakdown_print,1.18.307.402 I llama_perf_context_print,1.18.307.406 I llama_perf_context_print,1.18.307.633 I common_memory_breakdown_print,1.20.287.073 I llama_perf_context_print,1.20.287.077 I llama_perf_context_print,1.20.287.348 I common_memory_breakdown_print,1.22.585.989 I llama_perf_context_print,1.22.585.993 I llama_perf_context_print,1.22.586.212 I common_memory_breakdown_print,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,is_self_ref,mixture
Qwen3.6-35B-A3B-IQ3_S (aes_sedai),14.47403978752,3.26,0.084335,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3241,-1335.322048,-1935.32256,-2035.328,-2335.32512,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,-45.2,-48.6,-32338.0,-162.0,3.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,-248044.0,-248064.0,-248065.0,33.0,,,,,,1.7581,35.0,2048.0,41.0,16.0,64.0,0.0,256.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,1.0,40.0,10000000.0,0.0,1111100.0,4.0,128.0,32.0,0.0,35.3,35.51,248320.0,248044.0,248046.0,248044.0,248062.0,248064.0,248044.0,256.0,40.0,4242.0,0.0,30.0,70.0,16.0,8192.0,1.0,1.0,0.0,15.16,0.0,10.0,20.0,40.0,70.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1417.0,11633.0,21633.0,61633.0,193.25,9.0,107.264,-5913970193.0,,,,,,,,,34284.772493,1.21,,,-1.0,-1135.3241,-1335.322048,-2035.328,-2335.32512,-2435.32512,-3035.324,-3235.321,,,,,,,,,-43.322,-45.2,-48.6,-32338.0,-240.0,-162.0,6.0,,,,,,0.0,,,,,-248044.0,-248046.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,0.0,2048.0,41.0,16.0,2.0,256.0,8.0,512.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,256.0,1.0,40.0,262144.0,0.0,128.0,0.0,35.3,35.51,248046.0,248060.0,248064.0,248044.0,248046.0,248063.0,256.0,,,,,,40.0,4242.0,397.85,1825.62,41825.62,72164.35,,,,,,,,,,,,,,,,,,,,,,,16.0,8192.0,1.0,10000000.0,0.0,15.16,16.0,116.0,232.0,316.0,416.0,532.0,616.0,716.0,256.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,1417.0,11377.0,21377.0,41377.0,61377.0,78241.13,3818.0,9.0,133.924,4.848561200112841e+50,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4e-06,-77.798,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.4e-05,-34.533,5508.74,66269.39296961,35.0,-5913970193.0,,,,,,,,,,,,,,,,,0.000912,-7.298,-1.936,0.000255,-12.802,0.685,0.178543,4.431,0.30981,8.11,0.922538,18.945,2.719911,44.012,98.1,8.862317,92.692,0.000565,0.448875,0.009608,1.066797,0.001367,7.168835,0.04736,6.719961,0.043653,0.064661,0.001282,-1.151,0.022,0.032594,-0.042,-1.4e-05,-99.823,8.569,0.06,87.855,0.085,kld/Qwen3.6-35B-A3B/wiki-test-raw/aes_sedai/Qwen3.6-35B-A3B-IQ3_S.md,13.48,False,Q6_K / IQ2_S / IQ2_S / IQ3_S
Qwen3.6-35B-A3B-IQ4_XS (aes_sedai),18.500571627520003,4.17,0.032913,-0.35,-1.0,-1135.3241,-1235.32262144,-1335.322048,-1935.32256,-2035.328,-2435.32512,-3035.324,-3235.321,,,,,,,,,,-44.327,-46.3,-48.8,-80292.0,-162.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,-248044.0,-248065.0,33.0,,,,1.7581,35.0,262144.0,2048.0,41.0,16.0,0.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,40.0,10000000.0,262144.0,1111100.0,16.0,35.3,35.51,247587.0,248046.0,248060.0,248062.0,248063.0,248064.0,248044.0,248063.0,248065.0,256.0,4242.0,20.0,50.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.0,8192.0,1.0,1.0,0.0,,,,,,,,,,,,,15.16,0.0,10.0,30.0,40.0,50.0,70.0,256.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1417.0,11633.0,31633.0,61633.0,193.25,9.0,93.494,-7085150193.0,,,,,,,,38006.772493,1.06,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1235.32262144,-1335.322048,-1935.32256,-2035.328,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,,,,-44.327,-46.3,-48.8,-32338.0,-440.0,-162.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,,,,,,,,-248044.0,-248063.0,-248065.0,33.0,,,,1.7581,35.0,0.0,41.0,16.0,64.0,0.0,8.0,512.0,0.0,0.0,0.0,1.0,40.0,10000000.0,0.0,4.0,0.0,35.3,35.51,247587.0,248044.0,248046.0,198.0,248061.0,248064.0,248044.0,248064.0,248065.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4242.0,515.31,2367.1,31971.45,72551.82,,,,,,,8192.0,8192.0,1.0,0.0,15.16,16.0,116.0,232.0,316.0,416.0,532.0,616.0,716.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,,1417.0,21377.0,41377.0,61377.0,78241.13,193.25,9.0,141.004,4.848561200112841e+50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1e-06,-46.911,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.4e-05,-18.189,,,,,6611.24,35.0,-7085150193.0,,,,,,,,,,,,,,0.000362,-4.201,-1.075,0.000101,-7.3,0.468,0.069084,2.901,0.117514,5.332,0.349209,13.029,1.20759,33.114,99.28,8.112309,90.063,0.00026,0.158736,0.005473,1.023622,0.000802,6.878696,0.044917,6.719961,0.043653,0.023347,0.000784,-0.486,0.014,0.012448,-0.017,-5e-05,-98.522,5.269,0.046,92.371,0.069,kld/Qwen3.6-35B-A3B/wiki-test-raw/aes_sedai/Qwen3.6-35B-A3B-IQ4_XS.md,17.23,False,Q8_0 / IQ3_S / IQ3_S / IQ4_XS
Qwen3.6-35B-A3B-Q4_K_M (aes_sedai),23.0317621248,5.19,0.013652,,,,,,,,,,,-0.35,-1.0,-1135.3241,-1335.322048,-1935.32256,-2035.328,-2435.32512,-3035.324,-3235.321,,,,,,,-43.322,-45.4,-48.8,-32338.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,-248044.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,1.0,2048.0,41.0,16.0,64.0,0.0,256.0,256.0,8.0,512.0,0.0,0.0,0.0,8.0,-1.0,40.0,1.0,0.0,128.0,0.0,35.51,247587.0,248044.0,248044.0,248060.0,248062.0,248064.0,248044.0,248063.0,256.0,,,,,,,40.0,4242.0,20.0,50.0,0.0,,8192.0,8192.0,1.0,1.0,0.0,,,,,,,,,,,,,,,,,,15.16,0.0,10.0,20.0,40.0,70.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1417.0,21633.0,51633.0,78497.13,9.0,97.034,-7085150193.0,,,42326.772493,1.06,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1.0,-1135.3241,-1235.32262144,-1335.322048,-1935.32256,-2035.328,-2335.32512,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,-43.322,-45.4,-48.8,-32338.0,-540.0,-162.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,,,,-248046.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,262144.0,41.0,16.0,2.0,0.0,8.0,512.0,0.0,0.0,0.0,0.0,8.0,0.0,1.0,40.0,10000000.0,262144.0,0.0,1111100.0,4.0,4096.0,0.0,35.3,35.51,248044.0,198.0,248063.0,248063.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.0,4242.0,515.31,12511.45,52504.64,72875.82,8192.0,1.0,10000000.0,0.0,15.16,16.0,116.0,232.0,316.0,416.0,532.0,616.0,716.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,1417.0,11377.0,31377.0,61377.0,78241.13,3818.0,9.0,146.034,4.848561200112841e+50,-1e-06,-28.828,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5e-06,-10.527,,,,,,,,8233.64,66892.12296961,35.0,-7085150193.0,,,,,,,,,,0.000141,-2.399,-0.538,3.9e-05,-4.251,0.429,0.028112,2.149,0.047893,3.818,0.146079,9.153,0.51742,24.618,99.7,7.437984,74.575,0.000131,0.022068,0.003394,1.003284,0.000505,6.742029,0.04383,6.719961,0.043653,0.003279,0.000504,-0.104,0.009,0.005089,-0.001,-0.000166,-97.804,3.4,0.034,94.933,0.057,kld/Qwen3.6-35B-A3B/wiki-test-raw/aes_sedai/Qwen3.6-35B-A3B-Q4_K_M.md,21.45,False,Q8_0 / Q4_K / Q4_K / Q5_K
Qwen3.6-35B-A3B-Q5_K_M (aes_sedai),27.144193310720002,6.12,0.008319,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3241,-1235.32262144,-1335.322048,-2035.328,-2435.32512,-3035.324,-3235.321,,,,,,,,-43.322,-46.5,-48.8,-640.0,-162.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-248044.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,0.0,2048.0,41.0,16.0,2.0,0.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,256.0,8.0,1.0,40.0,10000000.0,262144.0,0.0,1111100.0,4.0,4096.0,35.3,35.51,248044.0,248061.0,248064.0,256.0,,,,,,40.0,4242.0,10.0,40.0,0.0,,,,,,512.0,1.0,10000000.0,0.0,,,,,,,,,,,15.16,,0.0,10.0,20.0,40.0,70.0,256.0,,167.5,,1134.0,,2100.5,,3134.0,,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,1417.0,11633.0,31633.0,51633.0,78497.13,9.0,96.274,-7085150193.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,46246.772493,1.06,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1235.32262144,-1335.322048,-1935.32256,-2035.328,-2335.32512,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,,,-43.322,-46.5,-48.8,-32338.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,-248044.0,-248063.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,0.0,2048.0,41.0,2.0,0.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,8.0,1.0,40.0,10000000.0,0.0,4096.0,0.0,35.3,35.51,247587.0,248046.0,248046.0,198.0,248062.0,248063.0,248065.0,248044.0,248064.0,248065.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.0,4242.0,515.31,13001.45,52994.64,73169.82,,,,,,,,,,-3e-06,-20.607,,,,,,16.0,8192.0,1.0,10000000.0,0.0,15.16,16.0,116.0,232.0,316.0,416.0,532.0,616.0,716.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,1417.0,11377.0,31377.0,61377.0,78241.13,3818.0,9.0,140.874,4.848561200112841e+50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2e-06,-7.79,,,,,,,,,,,,9514.3,35.0,-7085150193.0,,,,,,,8.2e-05,-1.807,-0.393,2.2e-05,-3.134,0.365,0.016374,1.728,0.028015,3.05,0.083265,7.145,0.334114,19.235,99.81,9.669607,86.371,0.000134,0.012038,0.002711,1.001791,0.000403,6.731999,0.043789,6.719961,0.043653,0.00179,0.000403,-0.034,0.007,0.003043,-0.0,-0.000121,-99.304,2.678,0.038,95.954,0.051,kld/Qwen3.6-35B-A3B/wiki-test-raw/aes_sedai/Qwen3.6-35B-A3B-Q5_K_M.md,25.28,False,Q8_0 / Q5_K / Q5_K / Q6_K
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