model_name,file_size_gb,bpw,Mean KLD_mean,0.00.566.783 I llama_model_loader,0.00.566.784 I llama_model_loader,0.00.566.869 I llama_model_loader,0.00.566.870 I llama_model_loader,0.00.566.880 I llama_model_loader,0.00.566.881 I llama_model_loader,0.00.566.883 I llama_model_loader,0.00.566.884 I llama_model_loader,0.00.589.463 I llama_model_loader,0.00.589.464 I llama_model_loader,0.00.589.529 I llama_model_loader,0.00.589.530 I llama_model_loader,0.00.589.536 I llama_model_loader,0.00.589.537 I llama_model_loader,0.00.589.538 I llama_model_loader,0.00.589.540 I llama_model_loader,0.00.594.013 I llama_model_loader,0.00.594.014 I llama_model_loader,0.00.594.059 I llama_model_loader,0.00.594.060 I llama_model_loader,0.00.594.066 I llama_model_loader,0.00.594.067 I llama_model_loader,0.00.594.068 I llama_model_loader,0.00.594.070 I llama_model_loader,0.00.594.071 I llama_model_loader,0.00.598.268 I llama_model_loader,0.00.598.271 I llama_model_loader,0.00.598.272 I llama_model_loader,0.00.598.274 I print_info,0.00.598.275 I print_info,0.00.599.489 I llama_model_loader,0.00.599.490 I llama_model_loader,0.00.599.538 I llama_model_loader,0.00.599.539 I llama_model_loader,0.00.599.540 I llama_model_loader,0.00.599.549 I llama_model_loader,0.00.599.551 I llama_model_loader,0.00.599.554 I llama_model_loader,0.00.599.555 I llama_model_loader,0.00.620.340 I llama_model_loader,0.00.620.341 I llama_model_loader,0.00.620.346 I llama_model_loader,0.00.620.347 I llama_model_loader,0.00.620.349 I print_info,0.00.620.350 I print_info,0.00.625.590 I llama_model_loader,0.00.625.591 I llama_model_loader,0.00.625.592 I llama_model_loader,0.00.625.596 I llama_model_loader,0.00.625.597 I llama_model_loader,0.00.625.599 I print_info,0.00.625.600 I print_info,0.00.642.831 I llama_model_loader,0.00.642.832 I llama_model_loader,0.00.642.833 I llama_model_loader,0.00.642.834 I llama_model_loader,0.00.642.842 I llama_model_loader,0.00.642.843 I llama_model_loader,0.00.642.844 I llama_model_loader,0.00.642.845 I llama_model_loader,0.00.642.848 I print_info,0.01.352.700 I load,0.01.375.877 I load,0.01.375.878 I load,0.01.375.879 I load,0.01.376.071 I load,0.01.384.442 I load,0.01.384.467 I load,0.01.394.338 I load,0.01.407.283 I load,0.01.407.284 I load,0.01.407.456 I load,0.01.410.821 I load,0.01.410.822 I load,0.01.410.823 I load,0.01.411.052 I load,0.01.418.555 I load,0.01.418.556 I load,0.01.418.740 I load,0.01.425.498 I load,0.01.425.523 I print_info,0.01.425.524 I print_info,0.01.425.525 I print_info,0.01.425.527 I print_info,0.01.425.528 I print_info,0.01.425.545 I print_info,0.01.425.553 I print_info,0.01.425.554 I print_info,0.01.425.556 I print_info,0.01.425.558 I print_info,0.01.425.562 I print_info,0.01.425.564 I print_info,0.01.425.565 I print_info,0.01.425.567 I print_info,0.01.425.568 I print_info,0.01.425.570 I print_info,0.01.425.571 I print_info,0.01.425.572 I print_info,0.01.425.573 I print_info,0.01.425.575 I print_info,0.01.425.576 I print_info,0.01.425.577 I print_info,0.01.425.578 I print_info,0.01.425.583 I print_info,0.01.425.584 I print_info,0.01.425.585 I print_info,0.01.425.586 I print_info,0.01.425.587 I print_info,0.01.425.588 I print_info,0.01.425.592 I print_info,0.01.425.593 I print_info,0.01.428.783 I load_tensors,0.01.428.784 I load_tensors,0.01.428.789 I load_tensors,0.01.428.790 I load_tensors,0.01.428.791 I load_tensors,0.01.431.839 I llama_context,0.01.431.840 I llama_context,0.01.431.844 I llama_context,0.01.431.845 I llama_context,0.01.436.939 I llama_context,0.01.437.061 I llama_kv_cache,0.01.437.071 I llama_kv_cache,0.01.437.072 I llama_kv_cache,0.01.437.073 I llama_kv_cache,0.01.437.074 I llama_kv_cache,0.01.437.080 I llama_kv_cache,0.01.437.081 I llama_kv_cache,0.01.437.471 I llama_memory_recurrent,0.01.437.723 I llama_memory_recurrent,0.01.437.995 I llama_memory_recurrent,0.01.438.244 I llama_memory_recurrent,0.01.438.510 I llama_memory_recurrent,0.01.438.732 I llama_memory_recurrent,0.01.439.020 I llama_memory_recurrent,0.01.439.237 I llama_memory_recurrent,0.01.457.409 I load,0.01.457.436 I print_info,0.01.457.437 I print_info,0.01.457.438 I print_info,0.01.457.439 I print_info,0.01.457.456 I print_info,0.01.457.457 I print_info,0.01.457.458 I print_info,0.01.457.459 I print_info,0.01.457.460 I print_info,0.01.457.461 I print_info,0.01.457.465 I print_info,0.01.457.468 I print_info,0.01.457.469 I print_info,0.01.457.471 I print_info,0.01.457.472 I print_info,0.01.457.473 I print_info,0.01.457.474 I print_info,0.01.457.475 I print_info,0.01.457.477 I print_info,0.01.457.478 I print_info,0.01.457.479 I print_info,0.01.457.480 I print_info,0.01.457.482 I print_info,0.01.457.483 I print_info,0.01.457.485 I print_info,0.01.457.486 I print_info,0.01.457.487 I print_info,0.01.457.489 I print_info,0.01.457.490 I print_info,0.01.457.491 I print_info,0.01.457.492 I print_info,0.01.457.493 I print_info,0.01.457.494 I print_info,0.01.457.495 I print_info,0.01.457.500 I print_info,0.01.457.502 I print_info,0.01.457.503 I print_info,0.01.457.504 I print_info,0.01.457.505 I print_info,0.01.457.506 I print_info,0.01.457.508 I print_info,0.01.457.509 I print_info,0.01.457.510 I print_info,0.01.457.511 I print_info,0.01.460.684 I load_tensors,0.01.460.689 I load_tensors,0.01.460.690 I load_tensors,0.01.460.691 I load_tensors,0.01.460.875 I load,0.01.460.902 I print_info,0.01.460.904 I print_info,0.01.460.905 I print_info,0.01.460.907 I print_info,0.01.460.927 I print_info,0.01.460.930 I print_info,0.01.460.931 I print_info,0.01.460.933 I print_info,0.01.460.935 I print_info,0.01.460.940 I print_info,0.01.460.950 I print_info,0.01.460.951 I print_info,0.01.460.955 I print_info,0.01.460.956 I print_info,0.01.460.957 I print_info,0.01.460.960 I print_info,0.01.460.961 I print_info,0.01.460.962 I print_info,0.01.460.964 I print_info,0.01.460.965 I print_info,0.01.460.966 I print_info,0.01.460.967 I print_info,0.01.460.968 I print_info,0.01.460.969 I print_info,0.01.460.970 I print_info,0.01.460.976 I print_info,0.01.460.977 I print_info,0.01.460.978 I print_info,0.01.460.979 I print_info,0.01.460.980 I print_info,0.01.463.750 I llama_context,0.01.463.751 I llama_context,0.01.463.752 I llama_context,0.01.463.756 I llama_context,0.01.463.757 I llama_context,0.01.464.071 I load_tensors,0.01.464.072 I load_tensors,0.01.464.077 I load_tensors,0.01.464.078 I load_tensors,0.01.464.079 I load_tensors,0.01.467.100 I llama_context,0.01.467.101 I llama_context,0.01.467.106 I llama_context,0.01.467.107 I llama_context,0.01.468.850 I llama_context,0.01.468.974 I llama_kv_cache,0.01.468.983 I llama_kv_cache,0.01.468.985 I llama_kv_cache,0.01.468.986 I llama_kv_cache,0.01.468.987 I llama_kv_cache,0.01.468.988 I llama_kv_cache,0.01.468.995 I llama_kv_cache,0.01.468.996 I llama_kv_cache,0.01.469.367 I llama_memory_recurrent,0.01.469.623 I llama_memory_recurrent,0.01.469.883 I llama_memory_recurrent,0.01.470.127 I llama_memory_recurrent,0.01.470.401 I llama_memory_recurrent,0.01.470.620 I llama_memory_recurrent,0.01.470.893 I llama_memory_recurrent,0.01.471.106 I llama_memory_recurrent,0.01.472.083 I llama_context,0.01.472.218 I llama_kv_cache,0.01.472.227 I llama_kv_cache,0.01.472.228 I llama_kv_cache,0.01.472.229 I llama_kv_cache,0.01.472.230 I llama_kv_cache,0.01.472.231 I llama_kv_cache,0.01.472.239 I llama_kv_cache,0.01.472.652 I llama_memory_recurrent,0.01.472.917 I llama_memory_recurrent,0.01.473.168 I llama_memory_recurrent,0.01.473.433 I llama_memory_recurrent,0.01.473.741 I llama_memory_recurrent,0.01.473.994 I llama_memory_recurrent,0.01.474.259 I llama_memory_recurrent,0.01.474.522 I llama_memory_recurrent,0.01.477.465 I load,0.01.477.495 I print_info,0.01.477.496 I print_info,0.01.477.497 I print_info,0.01.477.498 I print_info,0.01.477.499 I print_info,0.01.477.500 I print_info,0.01.477.501 I print_info,0.01.477.518 I print_info,0.01.477.528 I print_info,0.01.477.529 I print_info,0.01.477.531 I print_info,0.01.477.533 I print_info,0.01.477.536 I print_info,0.01.477.539 I print_info,0.01.477.540 I print_info,0.01.477.542 I print_info,0.01.477.543 I print_info,0.01.477.544 I print_info,0.01.477.545 I print_info,0.01.477.546 I print_info,0.01.477.548 I print_info,0.01.477.549 I print_info,0.01.477.550 I print_info,0.01.477.551 I print_info,0.01.477.552 I print_info,0.01.477.556 I print_info,0.01.477.557 I print_info,0.01.477.559 I print_info,0.01.477.560 I print_info,0.01.477.561 I print_info,0.01.477.562 I print_info,0.01.477.564 I print_info,0.01.477.569 I print_info,0.01.483.939 I load_tensors,0.01.483.940 I load_tensors,0.01.483.944 I load_tensors,0.01.483.945 I load_tensors,0.01.483.946 I load_tensors,0.01.483.947 I load_tensors,0.01.487.617 I llama_context,0.01.487.618 I llama_context,0.01.487.619 I llama_context,0.01.487.624 I llama_context,0.01.487.625 I llama_context,0.01.487.626 I llama_context,0.01.494.388 I llama_context,0.01.494.539 I llama_kv_cache,0.01.494.548 I llama_kv_cache,0.01.494.549 I llama_kv_cache,0.01.494.550 I llama_kv_cache,0.01.494.551 I llama_kv_cache,0.01.494.557 I llama_kv_cache,0.01.495.043 I llama_memory_recurrent,0.01.495.313 I llama_memory_recurrent,0.01.495.569 I llama_memory_recurrent,0.01.495.871 I llama_memory_recurrent,0.01.496.174 I llama_memory_recurrent,0.01.496.419 I llama_memory_recurrent,0.01.496.716 I llama_memory_recurrent,0.01.497.004 I llama_memory_recurrent,0.01.530.311 I sched_reserve,0.01.530.321 I sched_reserve,0.01.530.322 I sched_reserve,0.01.530.323 I sched_reserve,0.01.530.324 I sched_reserve,0.01.530.325 I sched_reserve,0.01.530.330 I sched_reserve,0.01.530.713 I common_memory_breakdown_print,0.01.566.604 I sched_reserve,0.01.566.615 I sched_reserve,0.01.566.616 I sched_reserve,0.01.566.617 I sched_reserve,0.01.566.618 I sched_reserve,0.01.566.619 I sched_reserve,0.01.566.620 I sched_reserve,0.01.566.624 I sched_reserve,0.01.566.998 I common_memory_breakdown_print,0.01.568.631 I sched_reserve,0.01.568.647 I sched_reserve,0.01.568.648 I sched_reserve,0.01.568.649 I sched_reserve,0.01.568.650 I sched_reserve,0.01.568.651 I sched_reserve,0.01.568.655 I sched_reserve,0.01.569.075 I common_memory_breakdown_print,0.01.591.002 I common_params_fit_impl,0.01.591.007 I common_fit_params,0.01.609.501 I sched_reserve,0.01.609.512 I sched_reserve,0.01.609.513 I sched_reserve,0.01.609.514 I sched_reserve,0.01.609.515 I sched_reserve,0.01.609.516 I sched_reserve,0.01.609.519 I sched_reserve,0.01.609.943 I common_memory_breakdown_print,0.01.624.863 I llama_model_loader,0.01.624.864 I llama_model_loader,0.01.624.892 I llama_model_loader,0.01.624.893 I llama_model_loader,0.01.624.901 I llama_model_loader,0.01.624.902 I llama_model_loader,0.01.624.904 I llama_model_loader,0.01.624.907 I llama_model_loader,0.01.624.908 I llama_model_loader,0.01.625.268 I common_params_fit_impl,0.01.625.273 I common_fit_params,0.01.630.707 I common_params_fit_impl,0.01.630.712 I common_fit_params,0.01.655.287 I llama_model_loader,0.01.655.288 I llama_model_loader,0.01.655.289 I llama_model_loader,0.01.655.290 I print_info,0.01.659.527 I llama_model_loader,0.01.659.529 I llama_model_loader,0.01.659.556 I llama_model_loader,0.01.659.557 I llama_model_loader,0.01.659.566 I llama_model_loader,0.01.659.568 I llama_model_loader,0.01.659.569 I llama_model_loader,0.01.659.572 I llama_model_loader,0.01.659.573 I llama_model_loader,0.01.664.739 I llama_model_loader,0.01.664.742 I llama_model_loader,0.01.664.793 I llama_model_loader,0.01.664.794 I llama_model_loader,0.01.664.795 I llama_model_loader,0.01.664.803 I llama_model_loader,0.01.664.804 I llama_model_loader,0.01.664.805 I llama_model_loader,0.01.664.807 I llama_model_loader,0.01.664.808 I llama_model_loader,0.01.664.979 I llama_model_loader,0.01.664.980 I llama_model_loader,0.01.665.002 I llama_model_loader,0.01.665.003 I llama_model_loader,0.01.665.004 I llama_model_loader,0.01.665.009 I llama_model_loader,0.01.665.010 I llama_model_loader,0.01.665.011 I llama_model_loader,0.01.665.012 I llama_model_loader,0.01.665.014 I llama_model_loader,0.01.665.015 I llama_model_loader,0.01.666.405 I common_params_fit_impl,0.01.666.411 I common_fit_params,0.01.690.190 I llama_model_loader,0.01.690.191 I llama_model_loader,0.01.690.192 I llama_model_loader,0.01.690.193 I llama_model_loader,0.01.690.198 I llama_model_loader,0.01.690.199 I llama_model_loader,0.01.690.200 I llama_model_loader,0.01.690.202 I print_info,0.01.690.203 I print_info,0.01.695.995 I llama_model_loader,0.01.695.996 I llama_model_loader,0.01.695.997 I llama_model_loader,0.01.696.002 I llama_model_loader,0.01.696.003 I llama_model_loader,0.01.696.004 I llama_model_loader,0.01.696.006 I print_info,0.01.696.007 I print_info,0.01.696.148 I llama_model_loader,0.01.696.149 I llama_model_loader,0.01.696.150 I llama_model_loader,0.01.696.153 I llama_model_loader,0.01.696.154 I llama_model_loader,0.01.696.155 I print_info,0.01.707.618 I llama_model_loader,0.01.707.688 I llama_model_loader,0.01.707.689 I llama_model_loader,0.01.707.697 I llama_model_loader,0.01.707.698 I llama_model_loader,0.01.707.722 I llama_model_loader,0.01.707.725 I llama_model_loader,0.01.707.729 I llama_model_loader,0.01.707.732 I llama_model_loader,0.01.730.613 I load,0.01.738.594 I llama_model_loader,0.01.738.595 I llama_model_loader,0.01.738.596 I llama_model_loader,0.01.738.597 I llama_model_loader,0.01.738.600 I llama_model_loader,0.01.738.601 I llama_model_loader,0.01.738.602 I print_info,0.01.738.603 I print_info,0.01.752.029 I load,0.01.752.030 I load,0.01.752.031 I load,0.01.752.193 I load,0.01.776.612 I load,0.01.778.692 I load,0.01.801.106 I load,0.01.801.107 I load,0.01.801.108 I load,0.01.801.269 I load,0.01.803.083 I load,0.01.803.107 I print_info,0.01.803.108 I print_info,0.01.803.109 I print_info,0.01.803.118 I print_info,0.01.803.119 I print_info,0.01.803.120 I print_info,0.01.803.121 I print_info,0.01.803.123 I print_info,0.01.803.124 I print_info,0.01.803.125 I print_info,0.01.803.127 I print_info,0.01.803.128 I print_info,0.01.803.129 I print_info,0.01.803.131 I print_info,0.01.803.132 I print_info,0.01.803.133 I print_info,0.01.803.134 I print_info,0.01.803.136 I print_info,0.01.803.137 I print_info,0.01.803.138 I print_info,0.01.803.139 I print_info,0.01.803.140 I print_info,0.01.803.141 I print_info,0.01.803.142 I print_info,0.01.803.143 I print_info,0.01.803.145 I print_info,0.01.803.146 I print_info,0.01.803.147 I print_info,0.01.803.148 I print_info,0.01.803.149 I print_info,0.01.803.150 I print_info,0.01.803.151 I print_info,0.01.803.152 I print_info,0.01.803.153 I print_info,0.01.803.154 I print_info,0.01.803.155 I print_info,0.01.803.156 I print_info,0.01.804.219 I load,0.01.804.220 I load,0.01.804.221 I load,0.01.804.470 I load,0.01.825.483 I load,0.01.850.965 I load,0.01.850.988 I print_info,0.01.850.989 I print_info,0.01.850.990 I print_info,0.01.850.998 I print_info,0.01.850.999 I print_info,0.01.851.000 I print_info,0.01.851.001 I print_info,0.01.851.002 I print_info,0.01.851.003 I print_info,0.01.851.004 I print_info,0.01.851.006 I print_info,0.01.851.007 I print_info,0.01.851.010 I print_info,0.01.851.011 I print_info,0.01.851.012 I print_info,0.01.851.014 I print_info,0.01.851.015 I print_info,0.01.851.017 I print_info,0.01.851.018 I print_info,0.01.851.019 I print_info,0.01.851.020 I print_info,0.01.851.021 I print_info,0.01.851.022 I print_info,0.01.851.025 I print_info,0.01.851.026 I print_info,0.01.851.027 I print_info,0.01.851.028 I print_info,0.01.851.029 I print_info,0.01.851.030 I print_info,0.01.851.031 I print_info,0.01.851.032 I print_info,0.01.851.033 I print_info,0.01.851.034 I print_info,0.01.853.311 I load,0.01.853.334 I print_info,0.01.853.335 I print_info,0.01.853.336 I print_info,0.01.853.337 I print_info,0.01.853.347 I print_info,0.01.853.349 I print_info,0.01.853.350 I print_info,0.01.853.351 I print_info,0.01.853.352 I print_info,0.01.853.354 I print_info,0.01.853.357 I print_info,0.01.853.358 I print_info,0.01.853.361 I print_info,0.01.853.362 I print_info,0.01.853.363 I print_info,0.01.853.364 I print_info,0.01.853.365 I print_info,0.01.853.366 I print_info,0.01.853.368 I print_info,0.01.853.369 I print_info,0.01.853.370 I print_info,0.01.853.371 I print_info,0.01.853.372 I print_info,0.01.853.373 I print_info,0.01.853.375 I print_info,0.01.853.376 I print_info,0.01.853.382 I print_info,0.01.853.383 I print_info,0.01.853.384 I print_info,0.01.853.385 I print_info,0.01.853.386 I print_info,0.01.856.849 I load,0.01.856.850 I load,0.01.856.851 I load,0.01.857.047 I load,0.01.906.299 I load,0.01.906.320 I print_info,0.01.906.321 I print_info,0.01.906.322 I print_info,0.01.906.330 I print_info,0.01.906.332 I print_info,0.01.906.333 I print_info,0.01.906.334 I print_info,0.01.906.335 I print_info,0.01.906.336 I print_info,0.01.906.337 I print_info,0.01.906.339 I print_info,0.01.906.341 I print_info,0.01.906.342 I print_info,0.01.906.343 I print_info,0.01.906.344 I print_info,0.01.906.345 I print_info,0.01.906.346 I print_info,0.01.906.347 I print_info,0.01.906.348 I print_info,0.01.906.349 I print_info,0.01.906.350 I print_info,0.01.906.351 I print_info,0.02.547.321 I load,0.02.570.310 I load,0.02.570.311 I load,0.02.570.493 I load,0.02.620.020 I load,0.02.620.045 I print_info,0.02.620.046 I print_info,0.02.620.047 I print_info,0.02.620.065 I print_info,0.02.620.066 I print_info,0.02.620.067 I print_info,0.02.620.068 I print_info,0.02.620.070 I print_info,0.02.620.074 I print_info,0.02.620.076 I print_info,0.02.620.077 I print_info,0.02.620.080 I print_info,0.02.620.081 I print_info,0.02.620.082 I print_info,0.02.620.085 I print_info,0.02.620.086 I print_info,0.02.620.087 I print_info,0.02.620.088 I print_info,0.02.620.090 I print_info,0.02.620.091 I print_info,0.02.620.093 I print_info,0.02.620.094 I print_info,0.02.620.095 I print_info,0.02.620.096 I print_info,0.02.620.097 I print_info,0.02.620.098 I print_info,0.02.620.099 I print_info,0.02.620.104 I print_info,0.02.620.105 I print_info,0.02.620.106 I print_info,0.02.620.107 I print_info,0.02.620.108 I print_info,0.02.620.109 I print_info,0.02.620.110 I print_info,0.02.620.111 I print_info,0.02.623.248 I load_tensors,0.02.623.253 I load_tensors,0.02.623.254 I load_tensors,0.02.623.255 I load_tensors,0.02.623.256 I load_tensors,0.02.626.265 I llama_context,0.02.626.266 I llama_context,0.02.626.271 I llama_context,0.02.626.272 I llama_context,0.02.631.076 I llama_context,0.02.631.220 I llama_kv_cache,0.02.631.229 I llama_kv_cache,0.02.631.230 I llama_kv_cache,0.02.631.231 I llama_kv_cache,0.02.631.232 I llama_kv_cache,0.02.631.233 I llama_kv_cache,0.02.631.239 I llama_kv_cache,0.02.631.606 I llama_memory_recurrent,0.02.631.848 I llama_memory_recurrent,0.02.632.071 I llama_memory_recurrent,0.02.632.348 I llama_memory_recurrent,0.02.632.611 I llama_memory_recurrent,0.02.632.839 I llama_memory_recurrent,0.02.633.079 I llama_memory_recurrent,0.02.633.332 I llama_memory_recurrent,0.02.743.906 I sched_reserve,0.02.743.918 I sched_reserve,0.02.743.919 I sched_reserve,0.02.743.920 I sched_reserve,0.02.743.921 I sched_reserve,0.02.743.922 I sched_reserve,0.02.743.926 I sched_reserve,0.02.744.355 I common_memory_breakdown_print,0.02.808.858 I common_params_fit_impl,0.02.808.863 I common_fit_params,0.02.849.099 I llama_model_loader,0.02.849.100 I llama_model_loader,0.02.849.131 I llama_model_loader,0.02.849.132 I llama_model_loader,0.02.849.133 I llama_model_loader,0.02.849.143 I llama_model_loader,0.02.849.145 I llama_model_loader,0.02.849.149 I llama_model_loader,0.02.899.500 I llama_model_loader,0.02.899.501 I llama_model_loader,0.02.899.502 I llama_model_loader,0.02.899.503 I llama_model_loader,0.02.899.508 I llama_model_loader,0.02.899.509 I llama_model_loader,0.02.899.510 I llama_model_loader,0.02.899.512 I print_info,0.02.899.513 I print_info,0.03.002.944 I load,0.03.026.464 I load,0.03.026.465 I load,0.03.026.639 I load,0.03.076.275 I load,0.03.076.294 I print_info,0.03.076.295 I print_info,0.03.076.296 I print_info,0.03.076.297 I print_info,0.03.076.304 I print_info,0.03.076.305 I print_info,0.03.076.306 I print_info,0.03.076.307 I print_info,0.03.076.309 I print_info,0.03.076.310 I print_info,0.03.076.311 I print_info,0.03.076.314 I print_info,0.03.076.315 I print_info,0.03.076.316 I print_info,0.03.076.320 I print_info,0.03.076.321 I print_info,0.03.076.322 I print_info,0.03.076.324 I print_info,0.03.076.325 I print_info,0.03.076.326 I print_info,0.03.076.327 I print_info,0.03.076.328 I print_info,0.03.076.329 I print_info,0.03.076.330 I print_info,0.03.076.331 I print_info,0.03.076.333 I print_info,0.07.675.582 I load_tensors,0.07.675.588 I load_tensors,0.07.675.589 I load_tensors,0.07.675.590 I load_tensors,0.07.675.591 I load_tensors,0.07.734.278 I load_tensors,0.07.734.285 I load_tensors,0.07.734.286 I load_tensors,0.07.734.287 I load_tensors,0.07.734.288 I load_tensors,0.07.734.289 I load_tensors,0.08.571.559 I llama_context,0.08.571.560 I llama_context,0.08.571.561 I llama_context,0.08.571.565 I llama_context,0.08.571.566 I llama_context,0.08.577.778 I llama_context,0.08.578.077 I llama_kv_cache,0.08.578.281 I llama_kv_cache,0.08.578.500 I llama_kv_cache,0.08.578.686 I llama_kv_cache,0.08.578.928 I llama_kv_cache,0.08.579.129 I llama_kv_cache,0.08.579.317 I llama_kv_cache,0.08.579.500 I llama_kv_cache,0.08.579.539 I llama_kv_cache,0.08.579.815 I llama_memory_recurrent,0.08.580.045 I llama_memory_recurrent,0.08.580.248 I llama_memory_recurrent,0.08.580.474 I llama_memory_recurrent,0.08.580.729 I llama_memory_recurrent,0.08.580.979 I llama_memory_recurrent,0.08.581.203 I llama_memory_recurrent,0.08.581.397 I llama_memory_recurrent,0.08.584.767 I llama_context,0.08.584.768 I llama_context,0.08.584.769 I llama_context,0.08.584.772 I llama_context,0.08.584.773 I llama_context,0.08.589.747 I llama_context,0.08.590.027 I llama_kv_cache,0.08.590.247 I llama_kv_cache,0.08.590.487 I llama_kv_cache,0.08.590.669 I llama_kv_cache,0.08.590.845 I llama_kv_cache,0.08.591.048 I llama_kv_cache,0.08.591.255 I llama_kv_cache,0.08.591.455 I llama_kv_cache,0.08.591.489 I llama_kv_cache,0.08.591.731 I llama_memory_recurrent,0.08.591.959 I llama_memory_recurrent,0.08.592.176 I llama_memory_recurrent,0.08.592.399 I llama_memory_recurrent,0.08.592.645 I llama_memory_recurrent,0.08.592.849 I llama_memory_recurrent,0.08.593.072 I llama_memory_recurrent,0.08.593.295 I llama_memory_recurrent,0.08.719.020 I sched_reserve,0.08.719.035 I sched_reserve,0.08.719.036 I sched_reserve,0.08.719.037 I sched_reserve,0.08.719.038 I sched_reserve,0.08.719.039 I sched_reserve,0.08.719.040 I sched_reserve,0.08.719.041 I sched_reserve,0.08.730.787 I sched_reserve,0.08.730.801 I sched_reserve,0.08.730.802 I sched_reserve,0.08.730.803 I sched_reserve,0.08.730.804 I sched_reserve,0.08.730.805 I sched_reserve,0.08.730.806 I sched_reserve,0.08.730.807 I sched_reserve,0.08.819.116 I system_info,0.08.831.843 I system_info,0.08.869.600 I kl_divergence,0.08.963.542 I load_tensors,0.08.963.548 I load_tensors,0.08.963.549 I load_tensors,0.08.963.550 I load_tensors,0.08.963.551 I load_tensors,0.1% KLD,0.1% Δp,0.10.041.367 I llama_context,0.10.041.368 I llama_context,0.10.041.369 I llama_context,0.10.041.372 I llama_context,0.10.041.373 I llama_context,0.10.046.387 I llama_context,0.10.046.697 I llama_kv_cache,0.10.046.894 I llama_kv_cache,0.10.047.108 I llama_kv_cache,0.10.047.282 I llama_kv_cache,0.10.047.468 I llama_kv_cache,0.10.048.909 I llama_kv_cache,0.10.049.088 I llama_kv_cache,0.10.049.265 I llama_kv_cache,0.10.049.299 I llama_kv_cache,0.10.049.300 I llama_kv_cache,0.10.049.580 I llama_memory_recurrent,0.10.049.802 I llama_memory_recurrent,0.10.050.006 I llama_memory_recurrent,0.10.050.227 I llama_memory_recurrent,0.10.050.466 I llama_memory_recurrent,0.10.050.698 I llama_memory_recurrent,0.10.050.914 I llama_memory_recurrent,0.10.051.098 I llama_memory_recurrent,0.10.186.232 I sched_reserve,0.10.186.249 I sched_reserve,0.10.186.250 I sched_reserve,0.10.186.251 I sched_reserve,0.10.186.252 I sched_reserve,0.10.186.253 I sched_reserve,0.10.186.254 I sched_reserve,0.10.186.255 I sched_reserve,0.10.286.593 I system_info,0.10.295.298 I load_tensors,0.10.295.299 I load_tensors,0.10.295.304 I load_tensors,0.10.295.305 I load_tensors,0.10.295.306 I load_tensors,0.10.295.307 I load_tensors,0.11.554.619 I llama_context,0.11.554.620 I llama_context,0.11.554.624 I llama_context,0.11.554.625 I llama_context,0.11.560.035 I llama_context,0.11.560.322 I llama_kv_cache,0.11.560.515 I llama_kv_cache,0.11.560.731 I llama_kv_cache,0.11.560.954 I llama_kv_cache,0.11.561.129 I llama_kv_cache,0.11.561.323 I llama_kv_cache,0.11.561.516 I llama_kv_cache,0.11.561.681 I llama_kv_cache,0.11.561.715 I llama_kv_cache,0.11.561.716 I llama_kv_cache,0.11.562.010 I llama_memory_recurrent,0.11.562.235 I llama_memory_recurrent,0.11.562.438 I llama_memory_recurrent,0.11.562.656 I llama_memory_recurrent,0.11.564.994 I llama_memory_recurrent,0.11.565.202 I llama_memory_recurrent,0.11.565.418 I llama_memory_recurrent,0.11.565.607 I llama_memory_recurrent,0.11.710.447 I sched_reserve,0.11.710.457 I sched_reserve,0.11.710.458 I sched_reserve,0.11.710.459 I sched_reserve,0.11.710.460 I sched_reserve,0.11.710.461 I sched_reserve,0.11.710.463 I sched_reserve,0.11.819.557 I system_info,0.12.284.401 I kl_divergence,0.13.424.260 I load_tensors,0.13.424.266 I load_tensors,0.13.424.267 I load_tensors,0.13.424.268 I load_tensors,0.13.424.269 I load_tensors,0.13.904.967 I kl_divergence,0.15.156.413 I llama_context,0.15.156.414 I llama_context,0.15.156.418 I llama_context,0.15.161.657 I llama_context,0.15.164.076 I llama_kv_cache,0.15.164.289 I llama_kv_cache,0.15.164.509 I llama_kv_cache,0.15.164.683 I llama_kv_cache,0.15.164.900 I llama_kv_cache,0.15.165.109 I llama_kv_cache,0.15.165.288 I llama_kv_cache,0.15.165.465 I llama_kv_cache,0.15.165.499 I llama_kv_cache,0.15.165.761 I llama_memory_recurrent,0.15.166.015 I llama_memory_recurrent,0.15.166.224 I llama_memory_recurrent,0.15.166.458 I llama_memory_recurrent,0.15.166.699 I llama_memory_recurrent,0.15.166.948 I llama_memory_recurrent,0.15.167.181 I llama_memory_recurrent,0.15.167.368 I llama_memory_recurrent,0.15.317.132 I sched_reserve,0.15.317.143 I sched_reserve,0.15.317.144 I sched_reserve,0.15.317.145 I sched_reserve,0.15.317.146 I sched_reserve,0.15.317.148 I sched_reserve,0.15.317.149 I sched_reserve,0.15.430.281 I kl_divergence,0.15.432.751 I system_info,0.18.863.768 I kl_divergence,1.0% KLD,1.0% Δp,1.18.673.965 I llama_perf_context_print,1.18.673.968 I llama_perf_context_print,1.18.673.969 I llama_perf_context_print,1.18.674.215 I common_memory_breakdown_print,1.19.756.943 I llama_perf_context_print,1.19.756.948 I llama_perf_context_print,1.19.756.949 I llama_perf_context_print,1.19.757.281 I common_memory_breakdown_print,1.21.463.843 I llama_perf_context_print,1.21.463.848 I llama_perf_context_print,1.21.464.071 I common_memory_breakdown_print,1.23.233.853 I llama_perf_context_print,1.23.233.858 I llama_perf_context_print,1.23.233.859 I llama_perf_context_print,1.23.234.077 I common_memory_breakdown_print,1.26.198.227 I llama_perf_context_print,1.26.198.230 I llama_perf_context_print,1.26.198.454 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
Qwen3.5-35B-A3B-IQ3_S (aes_sedai),14.47403978752,3.26,0.061977,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3241,-1235.32262144,-1335.322048,-1935.32256,-2035.328,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,-42.322,-45.2,-47.6,-32338.0,-8010.0,-162.0,3.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,-248046.0,-248065.0,33.0,1.7581,35.0,2048.0,41.0,16.0,64.0,0.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,256.0,1.0,-1.0,40.0,10000000.0,1.0,262144.0,0.0,4096.0,128.0,0.0,35.3,35.51,247587.0,248046.0,198.0,248062.0,248065.0,248044.0,248064.0,256.0,4242.0,0.0,20.0,50.0,70.0,512.0,1.0,1.0,0.0,15.16,0.0,10.0,20.0,40.0,60.0,70.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,1417.0,21633.0,41633.0,61633.0,193.25,9.0,110.494,-5913970193.0,34284.772493,1.19,-0.35,-1.0,-1135.3241,-1235.32262144,-1335.322048,-2035.328,-2435.32512,-3235.321,-42.322,-44.2,-45.2,-47.6,-32338.0,-340.0,-162.0,3.0,6.0,0.0,-248046.0,-248065.0,33.0,1.7581,35.0,0.0,2048.0,41.0,16.0,2.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,0.0,40.0,262144.0,1111100.0,0.0,35.3,35.51,11.0,248061.0,248044.0,256.0,,,,,,4242.0,397.85,1825.62,21515.11,41825.62,72164.35,,,,,,,,,,,,,,,,,,,,,,,,16.0,8192.0,1.0,10000000.0,0.0,15.16,16.0,116.0,232.0,316.0,416.0,532.0,616.0,716.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,1417.0,11377.0,31377.0,61377.0,78241.13,193.25,9.0,137.414,,4.848561200112841e+50,580512819216.0,,,,,,9e-06,-70.09,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.4e-05,-30.553,5931.66,69842.35296961,35.0,-5913970193.0,,,,,,,,,,,,,,,0.001052,-6.726,-1.871,0.000324,-11.676,0.633,0.129988,3.965,0.219654,7.103,0.633531,16.157,1.878553,36.746,98.66,7.278393,95.125,0.000394,0.386608,0.007689,1.059172,0.001113,6.920209,0.044626,6.533601,0.041532,0.057488,0.001051,-1.1,0.02,0.026499,-0.056,-1e-05,-98.597,7.587,0.054,89.291,0.08,kld/Qwen3.5-35B-A3B/wiki-test-raw/aes_sedai/Qwen3.5-35B-A3B-IQ3_S.md,13.48,False,Q6_K / IQ2_S / IQ2_S / IQ3_S
Qwen3.5-35B-A3B-IQ4_XS (aes_sedai),18.500571627520003,4.17,0.023868,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3241,-1335.322048,-2035.328,-2335.32512,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,-43.327,-46.4,-47.8,-80292.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,0.0,,-248044.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,262144.0,2048.0,41.0,16.0,2.0,0.0,256.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,8.0,0.0,1.0,-1.0,40.0,10000000.0,1.0,0.0,1111100.0,4.0,128.0,32.0,0.0,35.3,35.51,247587.0,248046.0,248060.0,248061.0,248063.0,248065.0,248046.0,248064.0,248065.0,256.0,4242.0,10.0,40.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.0,8192.0,1.0,1.0,0.0,,,,,,,,,,15.16,0.0,10.0,30.0,40.0,60.0,70.0,256.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1417.0,21633.0,61633.0,78497.13,3818.0,9.0,97.444,-7085150193.0,,,,,,,,,,,,,,,,,,,,,,38006.772493,1.08,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3241,-1235.32262144,-1335.322048,-1935.32256,-2035.328,-2335.32512,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,-43.327,-46.4,-47.8,-440.0,-162.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,0.0,-248044.0,-248063.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,2048.0,41.0,16.0,64.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,8.0,40.0,1.0,0.0,1111100.0,128.0,16.0,0.0,35.3,35.51,247587.0,11.0,248044.0,248060.0,248062.0,248065.0,248044.0,248046.0,248065.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4242.0,515.31,11971.45,42367.1,72551.82,,,,,,,16.0,8192.0,1.0,1.0,0.0,15.16,16.0,116.0,232.0,316.0,416.0,532.0,616.0,716.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,1417.0,21377.0,41377.0,61377.0,78241.13,3818.0,9.0,137.544,,,,,,,,,4.848561200112841e+50,,,,,,,,2e-06,-40.613,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7e-05,-15.305,,,,,7122.34,70938.06296961,35.0,-7085150193.0,,,,,,,,,,,0.000381,-3.677,-0.959,0.000114,-6.248,0.516,0.049235,2.708,0.082276,4.815,0.240915,11.504,0.821363,29.139,99.49,16.963974,94.697,0.000204,0.101846,0.004296,1.015588,0.000652,6.635447,0.04232,6.533601,0.041532,0.015468,0.000642,-0.357,0.012,0.00997,-0.009,-3e-05,-89.407,4.547,0.04,93.318,0.065,kld/Qwen3.5-35B-A3B/wiki-test-raw/aes_sedai/Qwen3.5-35B-A3B-IQ4_XS.md,17.23,False,Q8_0 / IQ3_S / IQ3_S / IQ4_XS
Qwen3.5-35B-A3B-Q4_K_M (aes_sedai),23.0317621248,5.19,0.009884,,,,,,,,,-0.35,-1.0,-1235.32262144,-1335.322048,-1935.32256,-2335.32512,-2435.32512,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,-43.327,-47.8,-440.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,-248044.0,-248063.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,1.0,2048.0,41.0,16.0,2.0,0.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,0.0,40.0,10000000.0,262144.0,0.0,4096.0,0.0,35.3,35.51,11.0,198.0,248065.0,248064.0,256.0,,,,,,40.0,4242.0,10.0,50.0,0.0,8192.0,1.0,1.0,0.0,,,,,,,,,,,,,,,,,,15.16,0.0,10.0,20.0,40.0,50.0,70.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1417.0,11633.0,21633.0,51633.0,78497.13,193.25,9.0,91.984,-7085150193.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,42326.772493,1.08,,,,,,,-0.35,-1.0,-1235.32262144,-1335.322048,-2035.328,-2335.32512,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,-42.322,-43.327,-45.4,-47.8,-80292.0,-540.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-248044.0,-248063.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,0.0,2048.0,41.0,16.0,2.0,0.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,0.0,40.0,10000000.0,0.0,4096.0,0.0,35.3,35.51,247587.0,248046.0,248062.0,248065.0,248044.0,248046.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4242.0,3015.1,22504.64,62511.45,72875.82,-2e-06,-22.279,8192.0,8192.0,1.0,1.0,0.0,15.16,16.0,116.0,232.0,316.0,416.0,532.0,616.0,716.0,256.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,1417.0,11377.0,31377.0,61377.0,78241.13,3818.0,9.0,135.054,4.848561200112841e+50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6e-06,-8.97,,,,,,,,,8595.6,35.0,-7085150193.0,,,,,,,,0.000159,-2.188,-0.527,4.5e-05,-3.716,0.426,0.020638,1.992,0.034348,3.469,0.096297,8.277,0.331227,19.962,99.79,3.179341,79.412,7.5e-05,0.026567,0.002721,1.004066,0.000416,6.560168,0.041799,6.533601,0.041532,0.004058,0.000414,-0.066,0.008,0.004253,-0.0,-9e-05,-82.779,2.887,0.028,95.507,0.054,kld/Qwen3.5-35B-A3B/wiki-test-raw/aes_sedai/Qwen3.5-35B-A3B-Q4_K_M.md,21.45,False,Q8_0 / Q4_K / Q4_K / Q5_K
Qwen3.5-35B-A3B-Q5_K_M (aes_sedai),27.144193310720002,6.12,0.006066,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3241,-1235.32262144,-1335.322048,-2035.328,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,-42.322,-43.327,-45.5,-47.8,-32338.0,-80292.0,-640.0,-162.0,80.0,,,,,,,,0.0,,,,,,,,-248044.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,0.0,1.0,262144.0,2048.0,2048.0,41.0,16.0,2.0,0.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,40.0,262144.0,4.0,0.0,35.3,35.51,248320.0,11.0,198.0,248060.0,248061.0,248065.0,248046.0,256.0,40.0,4242.0,0.0,20.0,60.0,0.0,8192.0,8192.0,1.0,10000000.0,1.0,0.0,15.16,0.0,10.0,30.0,50.0,70.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,1417.0,11633.0,41633.0,61633.0,193.25,9.0,112.394,-7085150193.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,46246.772493,1.11,,,,,,,,,,,,,,,,,,,,,,,,-1.0,-1235.32262144,-1335.322048,-1935.32256,-2035.328,-2335.32512,-2435.32512,-3035.324,-3235.321,,-42.322,-44.5,-46.6,-47.8,-80292.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-248044.0,-248064.0,-248065.0,33.0,1.7581,35.0,2048.0,41.0,16.0,0.0,256.0,8.0,512.0,512.0,0.0,0.0,1.0,40.0,10000000.0,0.0,32.0,35.3,35.51,248320.0,248044.0,248065.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-5e-06,-17.739,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,40.0,4242.0,515.31,3603.1,33001.45,73169.82,16.0,1.0,1.0,0.0,15.16,16.0,116.0,232.0,316.0,416.0,532.0,616.0,716.0,256.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,1417.0,11377.0,31377.0,61377.0,193.25,9.0,144.754,4.848561200112841e+50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,580512819216.0,,,3e-06,-6.672,,,,,,,,,,,,10080.27,71414.53296961,35.0,-7085150193.0,,,,0.0001,-1.698,-0.392,2.9e-05,-2.874,0.36,0.012447,1.618,0.020352,2.785,0.058196,6.44,0.208731,15.622,99.87,3.255453,72.286,5.6e-05,0.00057,0.002148,1.000087,0.000329,6.534171,0.041557,6.533601,0.041532,8.7e-05,0.000329,-0.028,0.006,0.002643,-0.0,-7e-05,-94.702,2.256,0.027,96.395,0.048,kld/Qwen3.5-35B-A3B/wiki-test-raw/aes_sedai/Qwen3.5-35B-A3B-Q5_K_M.md,25.28,False,Q8_0 / Q5_K / Q5_K / Q6_K
Qwen3.5-35B-A3B-Q8_0 (aes_sedai),37.78497478656,8.51,0.004522,-0.35,-1.0,-1235.32262144,-1335.322048,-2035.328,-2435.32512,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,-43.327,-80402.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,-248044.0,-248046.0,-248065.0,33.0,,,,,,,,,,,,,,1.7581,35.0,0.0,2048.0,2048.0,41.0,16.0,2.0,0.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,40.0,1.0,0.0,128.0,0.0,35.3,35.51,247587.0,11.0,248044.0,248062.0,248061.0,248063.0,248044.0,256.0,40.0,4242.0,20.0,60.0,0.0,512.0,1.0,10000000.0,0.0,15.16,0.0,10.0,20.0,50.0,70.0,256.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1417.0,11633.0,21633.0,51633.0,78497.13,9.0,90.984,-7085150193.0,,,,,,,,,,,,,,,,,,56401.772493,1.07,,,,,,,,,-0.35,-1.0,-1135.3241,-1335.322048,-1935.32256,-2035.328,-2435.32512,-3035.324,-3235.321,,,,,-43.327,-80402.0,-162.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,-248044.0,-248064.0,-248065.0,33.0,,,,,,,1.7581,35.0,0.0,41.0,16.0,64.0,256.0,8.0,512.0,512.0,0.0,0.0,0.0,0.0,256.0,0.0,1.0,40.0,1.0,0.0,1111100.0,4096.0,32.0,0.0,35.3,35.51,248320.0,247587.0,248046.0,248044.0,248060.0,248062.0,248064.0,248065.0,248044.0,248046.0,248064.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-6e-06,-14.699,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4242.0,5126.19,24264.08,54264.08,73931.45,,8192.0,1.0,0.0,15.16,16.0,116.0,232.0,316.0,416.0,532.0,616.0,716.0,256.0,167.5,1134.0,2100.5,3134.0,4167.5,5100.5,6134.0,767.0,1417.0,11377.0,41377.0,61377.0,193.25,9.0,149.684,,4.848561200112841e+50,580512819216.0,2e-06,-5.584,,,,,,,,,,,,,,,,13776.83,35.0,-7085150193.0,7.2e-05,-1.478,-0.333,2e-05,-2.471,0.318,0.008942,1.411,0.014528,2.42,0.041978,5.434,0.173097,13.775,99.9,3.688162,64.573,5.7e-05,0.001647,0.00189,1.000252,0.000289,6.535248,0.04157,6.533601,0.041532,0.000252,0.000289,-0.018,0.005,0.001922,-0.0,-0.000136,-95.903,1.973,0.031,96.855,0.045,kld/Qwen3.5-35B-A3B/wiki-test-raw/aes_sedai/Qwen3.5-35B-A3B-Q8_0.md,35.19,False,