model_name,file_size_gb,bpw,Mean KLD_mean,0.00.583.305 I llama_model_loader,0.00.583.306 I llama_model_loader,0.00.583.366 I llama_model_loader,0.00.583.367 I llama_model_loader,0.00.583.376 I llama_model_loader,0.00.583.377 I llama_model_loader,0.00.583.379 I llama_model_loader,0.00.583.380 I llama_model_loader,0.00.590.340 I llama_model_loader,0.00.590.385 I llama_model_loader,0.00.590.386 I llama_model_loader,0.00.590.395 I llama_model_loader,0.00.590.396 I llama_model_loader,0.00.590.397 I llama_model_loader,0.00.590.398 I llama_model_loader,0.00.590.399 I llama_model_loader,0.00.608.903 I llama_model_loader,0.00.608.904 I llama_model_loader,0.00.608.948 I llama_model_loader,0.00.608.949 I llama_model_loader,0.00.608.955 I llama_model_loader,0.00.608.958 I llama_model_loader,0.00.608.959 I llama_model_loader,0.00.608.962 I llama_model_loader,0.00.608.964 I llama_model_loader,0.00.612.953 I llama_model_loader,0.00.612.954 I llama_model_loader,0.00.613.018 I llama_model_loader,0.00.613.019 I llama_model_loader,0.00.613.027 I llama_model_loader,0.00.613.028 I llama_model_loader,0.00.613.029 I llama_model_loader,0.00.613.031 I llama_model_loader,0.00.613.032 I llama_model_loader,0.00.613.739 I llama_model_loader,0.00.613.741 I llama_model_loader,0.00.613.793 I llama_model_loader,0.00.613.794 I llama_model_loader,0.00.613.803 I llama_model_loader,0.00.613.804 I llama_model_loader,0.00.613.805 I llama_model_loader,0.00.613.807 I llama_model_loader,0.00.615.625 I llama_model_loader,0.00.615.626 I llama_model_loader,0.00.615.627 I llama_model_loader,0.00.615.628 I llama_model_loader,0.00.615.637 I llama_model_loader,0.00.615.638 I llama_model_loader,0.00.615.639 I llama_model_loader,0.00.615.641 I print_info,0.00.615.642 I print_info,0.00.621.212 I llama_model_loader,0.00.621.213 I llama_model_loader,0.00.621.218 I llama_model_loader,0.00.621.221 I print_info,0.00.632.615 I llama_model_loader,0.00.632.616 I llama_model_loader,0.00.632.662 I llama_model_loader,0.00.632.663 I llama_model_loader,0.00.632.671 I llama_model_loader,0.00.632.672 I llama_model_loader,0.00.632.673 I llama_model_loader,0.00.632.675 I llama_model_loader,0.00.632.676 I llama_model_loader,0.00.639.723 I llama_model_loader,0.00.639.724 I llama_model_loader,0.00.639.725 I llama_model_loader,0.00.639.729 I llama_model_loader,0.00.639.730 I llama_model_loader,0.00.639.731 I llama_model_loader,0.00.639.734 I print_info,0.00.643.709 I llama_model_loader,0.00.643.710 I llama_model_loader,0.00.643.715 I llama_model_loader,0.00.643.716 I llama_model_loader,0.00.643.718 I print_info,0.00.643.719 I print_info,0.00.644.545 I llama_model_loader,0.00.644.546 I llama_model_loader,0.00.644.547 I llama_model_loader,0.00.644.551 I llama_model_loader,0.00.644.552 I llama_model_loader,0.00.644.555 I print_info,0.00.663.386 I llama_model_loader,0.00.663.389 I llama_model_loader,0.00.663.390 I llama_model_loader,0.00.663.392 I print_info,0.00.663.393 I print_info,0.01.171.956 I llama_model_loader,0.01.171.963 I llama_model_loader,0.01.172.023 I llama_model_loader,0.01.172.024 I llama_model_loader,0.01.172.025 I llama_model_loader,0.01.172.034 I llama_model_loader,0.01.172.035 I llama_model_loader,0.01.172.037 I llama_model_loader,0.01.172.041 I llama_model_loader,0.01.172.042 I llama_model_loader,0.01.211.986 I llama_model_loader,0.01.211.987 I llama_model_loader,0.01.211.988 I llama_model_loader,0.01.211.992 I llama_model_loader,0.01.211.993 I llama_model_loader,0.01.211.995 I print_info,0.01.211.996 I print_info,0.01.373.429 I load,0.01.385.167 I load,0.01.387.665 I load,0.01.390.798 I load,0.01.396.653 I load,0.01.396.654 I load,0.01.396.845 I load,0.01.407.059 I load,0.01.407.060 I load,0.01.407.061 I load,0.01.407.246 I load,0.01.411.244 I load,0.01.411.245 I load,0.01.411.246 I load,0.01.411.440 I load,0.01.412.501 I load,0.01.413.013 I load,0.01.413.014 I load,0.01.413.015 I load,0.01.413.186 I load,0.01.420.925 I load,0.01.435.593 I load,0.01.435.594 I load,0.01.435.595 I load,0.01.435.768 I load,0.01.444.045 I load,0.01.444.046 I load,0.01.444.047 I load,0.01.444.225 I load,0.01.447.394 I load,0.01.447.423 I print_info,0.01.447.424 I print_info,0.01.447.425 I print_info,0.01.447.426 I print_info,0.01.447.445 I print_info,0.01.447.447 I print_info,0.01.447.449 I print_info,0.01.447.451 I print_info,0.01.447.462 I print_info,0.01.447.468 I print_info,0.01.447.476 I print_info,0.01.447.478 I print_info,0.01.447.479 I print_info,0.01.447.482 I print_info,0.01.447.483 I print_info,0.01.447.485 I print_info,0.01.447.486 I print_info,0.01.447.487 I print_info,0.01.447.488 I print_info,0.01.447.489 I print_info,0.01.447.491 I print_info,0.01.447.496 I print_info,0.01.447.498 I print_info,0.01.447.499 I print_info,0.01.447.500 I print_info,0.01.447.501 I print_info,0.01.447.502 I print_info,0.01.447.503 I print_info,0.01.447.504 I print_info,0.01.447.505 I print_info,0.01.447.506 I print_info,0.01.452.112 I load_tensors,0.01.452.117 I load_tensors,0.01.452.118 I load_tensors,0.01.452.119 I load_tensors,0.01.452.120 I load_tensors,0.01.455.112 I llama_context,0.01.455.113 I llama_context,0.01.455.114 I llama_context,0.01.455.119 I llama_context,0.01.455.120 I llama_context,0.01.456.429 I load,0.01.456.454 I print_info,0.01.456.456 I print_info,0.01.456.457 I print_info,0.01.456.458 I print_info,0.01.456.475 I print_info,0.01.456.480 I print_info,0.01.456.482 I print_info,0.01.456.483 I print_info,0.01.456.488 I print_info,0.01.456.490 I print_info,0.01.456.491 I print_info,0.01.456.493 I print_info,0.01.456.494 I print_info,0.01.456.495 I print_info,0.01.456.497 I print_info,0.01.456.499 I print_info,0.01.456.500 I print_info,0.01.456.504 I print_info,0.01.456.505 I print_info,0.01.456.506 I print_info,0.01.456.507 I print_info,0.01.456.508 I print_info,0.01.456.509 I print_info,0.01.456.510 I print_info,0.01.456.515 I print_info,0.01.456.534 I print_info,0.01.456.536 I print_info,0.01.456.537 I print_info,0.01.456.538 I print_info,0.01.456.540 I print_info,0.01.456.541 I print_info,0.01.456.556 I print_info,0.01.456.558 I print_info,0.01.456.559 I print_info,0.01.456.560 I print_info,0.01.456.561 I print_info,0.01.460.486 I llama_context,0.01.460.619 I llama_kv_cache,0.01.460.628 I llama_kv_cache,0.01.460.629 I llama_kv_cache,0.01.460.630 I llama_kv_cache,0.01.460.631 I llama_kv_cache,0.01.460.632 I llama_kv_cache,0.01.460.638 I llama_kv_cache,0.01.461.078 I load_tensors,0.01.461.083 I load_tensors,0.01.461.084 I load_tensors,0.01.461.085 I load_tensors,0.01.461.168 I llama_memory_recurrent,0.01.461.288 I load,0.01.461.315 I print_info,0.01.461.316 I print_info,0.01.461.317 I print_info,0.01.461.318 I print_info,0.01.461.319 I print_info,0.01.461.338 I print_info,0.01.461.340 I print_info,0.01.461.342 I print_info,0.01.461.344 I print_info,0.01.461.348 I print_info,0.01.461.351 I print_info,0.01.461.352 I print_info,0.01.461.355 I print_info,0.01.461.356 I print_info,0.01.461.357 I print_info,0.01.461.358 I print_info,0.01.461.359 I print_info,0.01.461.360 I print_info,0.01.461.361 I print_info,0.01.461.362 I print_info,0.01.461.363 I print_info,0.01.461.366 I print_info,0.01.461.367 I print_info,0.01.461.368 I print_info,0.01.461.370 I print_info,0.01.461.371 I print_info,0.01.461.372 I print_info,0.01.461.373 I print_info,0.01.461.379 I print_info,0.01.461.380 I print_info,0.01.461.381 I print_info,0.01.461.386 I print_info,0.01.461.387 I print_info,0.01.461.388 I print_info,0.01.461.389 I print_info,0.01.461.390 I print_info,0.01.461.616 I llama_memory_recurrent,0.01.462.034 I llama_memory_recurrent,0.01.462.466 I llama_memory_recurrent,0.01.462.703 I load,0.01.462.728 I print_info,0.01.462.729 I print_info,0.01.462.730 I print_info,0.01.462.731 I print_info,0.01.462.732 I print_info,0.01.462.750 I print_info,0.01.462.752 I print_info,0.01.462.754 I print_info,0.01.462.756 I print_info,0.01.462.758 I print_info,0.01.462.762 I print_info,0.01.462.765 I print_info,0.01.462.766 I print_info,0.01.462.769 I print_info,0.01.462.775 I print_info,0.01.462.776 I print_info,0.01.462.777 I print_info,0.01.462.778 I print_info,0.01.462.779 I print_info,0.01.462.780 I print_info,0.01.462.781 I print_info,0.01.462.782 I print_info,0.01.462.783 I print_info,0.01.462.784 I print_info,0.01.462.785 I print_info,0.01.462.789 I print_info,0.01.462.790 I print_info,0.01.462.791 I print_info,0.01.462.793 I print_info,0.01.462.794 I print_info,0.01.462.795 I print_info,0.01.462.889 I llama_memory_recurrent,0.01.463.309 I llama_memory_recurrent,0.01.463.756 I llama_memory_recurrent,0.01.464.034 I llama_context,0.01.464.035 I llama_context,0.01.464.036 I llama_context,0.01.464.040 I llama_context,0.01.464.041 I llama_context,0.01.464.041 I llama_memory_recurrent,0.01.466.071 I load_tensors,0.01.466.076 I load_tensors,0.01.466.077 I load_tensors,0.01.466.078 I load_tensors,0.01.466.079 I load_tensors,0.01.468.121 I load_tensors,0.01.468.122 I load_tensors,0.01.468.126 I load_tensors,0.01.468.127 I load_tensors,0.01.468.128 I load_tensors,0.01.468.938 I llama_context,0.01.469.068 I llama_kv_cache,0.01.469.078 I llama_kv_cache,0.01.469.079 I llama_kv_cache,0.01.469.080 I llama_kv_cache,0.01.469.081 I llama_kv_cache,0.01.469.087 I llama_kv_cache,0.01.469.165 I llama_context,0.01.469.166 I llama_context,0.01.469.167 I llama_context,0.01.469.172 I llama_context,0.01.469.173 I llama_context,0.01.469.652 I llama_memory_recurrent,0.01.470.072 I llama_memory_recurrent,0.01.470.503 I llama_memory_recurrent,0.01.470.911 I llama_memory_recurrent,0.01.471.067 I llama_context,0.01.471.068 I llama_context,0.01.471.072 I llama_context,0.01.471.073 I llama_context,0.01.471.331 I llama_memory_recurrent,0.01.471.744 I llama_memory_recurrent,0.01.472.159 I llama_memory_recurrent,0.01.472.453 I llama_memory_recurrent,0.01.474.578 I llama_context,0.01.474.712 I llama_kv_cache,0.01.474.721 I llama_kv_cache,0.01.474.722 I llama_kv_cache,0.01.474.730 I llama_kv_cache,0.01.474.731 I llama_kv_cache,0.01.474.732 I llama_kv_cache,0.01.474.733 I llama_kv_cache,0.01.474.739 I llama_kv_cache,0.01.474.740 I llama_kv_cache,0.01.475.303 I llama_memory_recurrent,0.01.475.729 I llama_memory_recurrent,0.01.476.172 I llama_memory_recurrent,0.01.476.289 I llama_context,0.01.476.413 I llama_kv_cache,0.01.476.429 I llama_kv_cache,0.01.476.430 I llama_kv_cache,0.01.476.431 I llama_kv_cache,0.01.476.432 I llama_kv_cache,0.01.476.433 I llama_kv_cache,0.01.476.438 I llama_kv_cache,0.01.476.595 I llama_memory_recurrent,0.01.476.950 I llama_memory_recurrent,0.01.477.021 I llama_memory_recurrent,0.01.477.373 I llama_memory_recurrent,0.01.477.450 I llama_memory_recurrent,0.01.477.795 I llama_memory_recurrent,0.01.477.870 I llama_memory_recurrent,0.01.478.186 I llama_memory_recurrent,0.01.478.226 I llama_memory_recurrent,0.01.478.630 I llama_memory_recurrent,0.01.479.047 I llama_memory_recurrent,0.01.479.462 I llama_memory_recurrent,0.01.479.739 I llama_memory_recurrent,0.01.485.385 I load,0.01.485.410 I print_info,0.01.485.411 I print_info,0.01.485.412 I print_info,0.01.485.413 I print_info,0.01.485.432 I print_info,0.01.485.433 I print_info,0.01.485.434 I print_info,0.01.485.435 I print_info,0.01.485.436 I print_info,0.01.485.437 I print_info,0.01.485.441 I print_info,0.01.485.444 I print_info,0.01.485.466 I print_info,0.01.485.475 I print_info,0.01.485.476 I print_info,0.01.485.477 I print_info,0.01.485.480 I print_info,0.01.485.481 I print_info,0.01.485.482 I print_info,0.01.485.483 I print_info,0.01.485.484 I print_info,0.01.485.485 I print_info,0.01.485.486 I print_info,0.01.485.487 I print_info,0.01.485.488 I print_info,0.01.485.494 I print_info,0.01.485.495 I print_info,0.01.485.496 I print_info,0.01.485.497 I print_info,0.01.485.498 I print_info,0.01.485.500 I print_info,0.01.485.517 I print_info,0.01.485.519 I print_info,0.01.485.520 I print_info,0.01.485.522 I print_info,0.01.490.115 I load_tensors,0.01.490.121 I load_tensors,0.01.490.122 I load_tensors,0.01.490.123 I load_tensors,0.01.493.067 I llama_context,0.01.493.068 I llama_context,0.01.493.069 I llama_context,0.01.493.073 I llama_context,0.01.493.074 I llama_context,0.01.493.820 I load,0.01.493.846 I print_info,0.01.493.848 I print_info,0.01.493.849 I print_info,0.01.493.850 I print_info,0.01.493.869 I print_info,0.01.493.871 I print_info,0.01.493.872 I print_info,0.01.493.874 I print_info,0.01.493.875 I print_info,0.01.493.876 I print_info,0.01.493.878 I print_info,0.01.493.882 I print_info,0.01.493.885 I print_info,0.01.493.889 I print_info,0.01.493.891 I print_info,0.01.493.892 I print_info,0.01.493.893 I print_info,0.01.493.894 I print_info,0.01.493.895 I print_info,0.01.493.896 I print_info,0.01.493.897 I print_info,0.01.493.898 I print_info,0.01.493.899 I print_info,0.01.493.900 I print_info,0.01.493.902 I print_info,0.01.493.903 I print_info,0.01.493.904 I print_info,0.01.493.910 I print_info,0.01.493.911 I print_info,0.01.493.912 I print_info,0.01.493.913 I print_info,0.01.493.914 I print_info,0.01.493.915 I print_info,0.01.493.916 I print_info,0.01.493.918 I print_info,0.01.493.919 I print_info,0.01.498.230 I llama_context,0.01.498.383 I llama_kv_cache,0.01.498.392 I llama_kv_cache,0.01.498.393 I llama_kv_cache,0.01.498.394 I llama_kv_cache,0.01.498.395 I llama_kv_cache,0.01.498.396 I llama_kv_cache,0.01.498.402 I llama_kv_cache,0.01.498.555 I load_tensors,0.01.498.556 I load_tensors,0.01.498.560 I load_tensors,0.01.498.561 I load_tensors,0.01.498.562 I load_tensors,0.01.498.929 I llama_memory_recurrent,0.01.499.339 I llama_memory_recurrent,0.01.499.771 I llama_memory_recurrent,0.01.500.188 I llama_memory_recurrent,0.01.500.639 I llama_memory_recurrent,0.01.501.047 I llama_memory_recurrent,0.01.501.460 I llama_memory_recurrent,0.01.501.560 I llama_context,0.01.501.561 I llama_context,0.01.501.565 I llama_context,0.01.501.566 I llama_context,0.01.501.748 I llama_memory_recurrent,0.01.506.807 I llama_context,0.01.506.937 I llama_kv_cache,0.01.506.947 I llama_kv_cache,0.01.506.948 I llama_kv_cache,0.01.506.949 I llama_kv_cache,0.01.506.950 I llama_kv_cache,0.01.506.951 I llama_kv_cache,0.01.506.956 I llama_kv_cache,0.01.506.957 I llama_kv_cache,0.01.507.492 I llama_memory_recurrent,0.01.507.911 I llama_memory_recurrent,0.01.508.344 I llama_memory_recurrent,0.01.508.766 I llama_memory_recurrent,0.01.509.184 I llama_memory_recurrent,0.01.509.638 I llama_memory_recurrent,0.01.510.059 I llama_memory_recurrent,0.01.510.348 I llama_memory_recurrent,0.01.557.897 I sched_reserve,0.01.557.911 I sched_reserve,0.01.557.912 I sched_reserve,0.01.557.913 I sched_reserve,0.01.557.914 I sched_reserve,0.01.557.915 I sched_reserve,0.01.557.918 I sched_reserve,0.01.558.471 I common_memory_breakdown_print,0.01.564.496 I sched_reserve,0.01.564.508 I sched_reserve,0.01.564.509 I sched_reserve,0.01.564.510 I sched_reserve,0.01.564.511 I sched_reserve,0.01.564.512 I sched_reserve,0.01.564.515 I sched_reserve,0.01.565.036 I common_memory_breakdown_print,0.01.572.470 I sched_reserve,0.01.572.483 I sched_reserve,0.01.572.484 I sched_reserve,0.01.572.485 I sched_reserve,0.01.572.486 I sched_reserve,0.01.572.487 I sched_reserve,0.01.572.490 I sched_reserve,0.01.573.027 I common_memory_breakdown_print,0.01.575.293 I sched_reserve,0.01.575.307 I sched_reserve,0.01.575.308 I sched_reserve,0.01.575.309 I sched_reserve,0.01.575.310 I sched_reserve,0.01.575.314 I sched_reserve,0.01.575.867 I common_memory_breakdown_print,0.01.596.544 I sched_reserve,0.01.596.559 I sched_reserve,0.01.596.560 I sched_reserve,0.01.596.561 I sched_reserve,0.01.596.562 I sched_reserve,0.01.596.566 I sched_reserve,0.01.597.119 I common_memory_breakdown_print,0.01.613.978 I common_params_fit_impl,0.01.613.983 I common_fit_params,0.01.614.444 I sched_reserve,0.01.614.458 I sched_reserve,0.01.614.459 I sched_reserve,0.01.614.460 I sched_reserve,0.01.614.461 I sched_reserve,0.01.614.462 I sched_reserve,0.01.614.466 I sched_reserve,0.01.615.049 I common_memory_breakdown_print,0.01.620.377 I common_params_fit_impl,0.01.620.382 I common_fit_params,0.01.624.943 I common_params_fit_impl,0.01.624.948 I common_fit_params,0.01.635.078 I common_params_fit_impl,0.01.635.083 I common_fit_params,0.01.650.896 I llama_model_loader,0.01.650.897 I llama_model_loader,0.01.650.917 I llama_model_loader,0.01.650.918 I llama_model_loader,0.01.650.927 I llama_model_loader,0.01.650.928 I llama_model_loader,0.01.650.930 I llama_model_loader,0.01.650.939 I llama_model_loader,0.01.650.940 I llama_model_loader,0.01.657.657 I common_params_fit_impl,0.01.657.662 I common_fit_params,0.01.657.767 I llama_model_loader,0.01.657.769 I llama_model_loader,0.01.657.811 I llama_model_loader,0.01.657.812 I llama_model_loader,0.01.657.814 I llama_model_loader,0.01.657.827 I llama_model_loader,0.01.657.829 I llama_model_loader,0.01.657.831 I llama_model_loader,0.01.657.832 I llama_model_loader,0.01.657.854 I llama_model_loader,0.01.657.862 I llama_model_loader,0.01.661.660 I llama_model_loader,0.01.661.683 I llama_model_loader,0.01.661.684 I llama_model_loader,0.01.661.691 I llama_model_loader,0.01.661.692 I llama_model_loader,0.01.661.694 I llama_model_loader,0.01.661.695 I llama_model_loader,0.01.661.723 I llama_model_loader,0.01.661.724 I llama_model_loader,0.01.671.370 I llama_model_loader,0.01.671.371 I llama_model_loader,0.01.671.413 I llama_model_loader,0.01.671.414 I llama_model_loader,0.01.671.420 I llama_model_loader,0.01.671.421 I llama_model_loader,0.01.671.422 I llama_model_loader,0.01.671.426 I llama_model_loader,0.01.671.427 I llama_model_loader,0.01.681.092 I common_params_fit_impl,0.01.681.098 I common_fit_params,0.01.681.519 I llama_model_loader,0.01.681.520 I llama_model_loader,0.01.681.521 I llama_model_loader,0.01.681.524 I llama_model_loader,0.01.681.525 I llama_model_loader,0.01.681.526 I llama_model_loader,0.01.681.527 I llama_model_loader,0.01.681.528 I print_info,0.01.681.529 I print_info,0.01.690.627 I llama_model_loader,0.01.690.628 I llama_model_loader,0.01.690.629 I llama_model_loader,0.01.690.632 I llama_model_loader,0.01.690.633 I llama_model_loader,0.01.690.634 I llama_model_loader,0.01.690.635 I print_info,0.01.692.242 I llama_model_loader,0.01.692.243 I llama_model_loader,0.01.692.244 I llama_model_loader,0.01.692.247 I llama_model_loader,0.01.692.248 I llama_model_loader,0.01.692.249 I llama_model_loader,0.01.692.250 I print_info,0.01.692.251 I print_info,0.01.694.159 I llama_model_loader,0.01.694.160 I llama_model_loader,0.01.694.182 I llama_model_loader,0.01.694.199 I llama_model_loader,0.01.694.207 I llama_model_loader,0.01.694.215 I llama_model_loader,0.01.694.217 I llama_model_loader,0.01.694.220 I llama_model_loader,0.01.694.221 I llama_model_loader,0.01.702.265 I llama_model_loader,0.01.702.266 I llama_model_loader,0.01.702.267 I llama_model_loader,0.01.702.270 I llama_model_loader,0.01.702.271 I llama_model_loader,0.01.702.272 I llama_model_loader,0.01.702.273 I print_info,0.01.702.274 I print_info,0.01.717.681 I llama_model_loader,0.01.717.682 I llama_model_loader,0.01.717.702 I llama_model_loader,0.01.717.703 I llama_model_loader,0.01.717.712 I llama_model_loader,0.01.717.713 I llama_model_loader,0.01.717.716 I llama_model_loader,0.01.717.717 I llama_model_loader,0.01.717.722 I llama_model_loader,0.01.717.724 I llama_model_loader,0.01.725.007 I llama_model_loader,0.01.725.008 I llama_model_loader,0.01.725.009 I llama_model_loader,0.01.725.010 I print_info,0.01.725.011 I print_info,0.01.748.496 I llama_model_loader,0.01.748.497 I llama_model_loader,0.01.748.498 I llama_model_loader,0.01.748.502 I llama_model_loader,0.01.748.503 I llama_model_loader,0.01.748.504 I print_info,0.01.748.505 I print_info,0.01.757.004 I load,0.01.767.233 I load,0.01.769.384 I load,0.01.779.270 I load,0.01.782.069 I load,0.01.782.070 I load,0.01.782.251 I load,0.01.789.552 I load,0.01.789.553 I load,0.01.789.554 I load,0.01.789.723 I load,0.01.792.714 I load,0.01.792.715 I load,0.01.792.890 I load,0.01.802.942 I load,0.01.803.074 I load,0.01.803.075 I load,0.01.803.076 I load,0.01.803.257 I load,0.01.826.863 I load,0.01.828.524 I load,0.01.828.525 I load,0.01.828.710 I load,0.01.831.834 I load,0.01.831.855 I print_info,0.01.831.857 I print_info,0.01.831.858 I print_info,0.01.831.866 I print_info,0.01.831.867 I print_info,0.01.831.868 I print_info,0.01.831.869 I print_info,0.01.831.870 I print_info,0.01.831.871 I print_info,0.01.831.872 I print_info,0.01.831.873 I print_info,0.01.831.875 I print_info,0.01.831.877 I print_info,0.01.831.878 I print_info,0.01.831.879 I print_info,0.01.831.880 I print_info,0.01.831.882 I print_info,0.01.831.883 I print_info,0.01.831.884 I print_info,0.01.831.885 I print_info,0.01.831.886 I print_info,0.01.831.887 I print_info,0.01.831.889 I print_info,0.01.831.890 I print_info,0.01.831.891 I print_info,0.01.831.892 I print_info,0.01.831.893 I print_info,0.01.831.894 I print_info,0.01.831.896 I print_info,0.01.831.897 I print_info,0.01.831.898 I print_info,0.01.831.899 I print_info,0.01.838.573 I load,0.01.838.593 I print_info,0.01.838.594 I print_info,0.01.838.595 I print_info,0.01.838.596 I print_info,0.01.838.604 I print_info,0.01.838.605 I print_info,0.01.838.606 I print_info,0.01.838.607 I print_info,0.01.838.608 I print_info,0.01.838.610 I print_info,0.01.838.612 I print_info,0.01.838.613 I print_info,0.01.838.614 I print_info,0.01.838.615 I print_info,0.01.838.616 I print_info,0.01.838.618 I print_info,0.01.838.619 I print_info,0.01.838.620 I print_info,0.01.838.621 I print_info,0.01.838.622 I print_info,0.01.838.623 I print_info,0.01.838.626 I print_info,0.01.838.627 I print_info,0.01.838.628 I print_info,0.01.838.629 I print_info,0.01.838.630 I print_info,0.01.838.631 I print_info,0.01.838.632 I print_info,0.01.838.633 I print_info,0.01.838.634 I print_info,0.01.838.635 I print_info,0.01.838.640 I print_info,0.01.848.510 I load,0.01.848.530 I print_info,0.01.848.531 I print_info,0.01.848.532 I print_info,0.01.848.541 I print_info,0.01.848.542 I print_info,0.01.848.543 I print_info,0.01.848.544 I print_info,0.01.848.545 I print_info,0.01.848.546 I print_info,0.01.848.547 I print_info,0.01.848.549 I print_info,0.01.848.550 I print_info,0.01.848.551 I print_info,0.01.848.552 I print_info,0.01.848.554 I print_info,0.01.848.555 I print_info,0.01.848.556 I print_info,0.01.848.557 I print_info,0.01.848.558 I print_info,0.01.848.561 I print_info,0.01.848.562 I print_info,0.01.848.563 I print_info,0.01.848.582 I print_info,0.01.848.584 I print_info,0.01.848.585 I print_info,0.01.848.586 I print_info,0.01.848.587 I print_info,0.01.848.589 I print_info,0.01.848.590 I print_info,0.01.848.592 I print_info,0.01.848.593 I print_info,0.01.848.595 I print_info,0.01.851.214 I load,0.01.851.215 I load,0.01.851.216 I load,0.01.851.405 I load,0.01.853.222 I load,0.01.853.245 I print_info,0.01.853.247 I print_info,0.01.853.248 I print_info,0.01.853.257 I print_info,0.01.853.258 I print_info,0.01.853.259 I print_info,0.01.853.260 I print_info,0.01.853.261 I print_info,0.01.853.262 I print_info,0.01.853.263 I print_info,0.01.853.265 I print_info,0.01.853.266 I print_info,0.01.853.267 I print_info,0.01.853.268 I print_info,0.01.853.269 I print_info,0.01.853.271 I print_info,0.01.853.272 I print_info,0.01.853.273 I print_info,0.01.853.274 I print_info,0.01.853.275 I print_info,0.01.853.277 I print_info,0.01.853.278 I print_info,0.01.853.279 I print_info,0.01.853.280 I print_info,0.01.877.817 I load,0.01.877.838 I print_info,0.01.877.839 I print_info,0.01.877.840 I print_info,0.01.877.841 I print_info,0.01.877.849 I print_info,0.01.877.850 I print_info,0.01.877.851 I print_info,0.01.877.852 I print_info,0.01.877.853 I print_info,0.01.877.854 I print_info,0.01.877.856 I print_info,0.01.877.859 I print_info,0.01.877.860 I print_info,0.01.877.861 I print_info,0.01.877.862 I print_info,0.01.877.863 I print_info,0.01.877.864 I print_info,0.01.877.865 I print_info,0.01.877.866 I print_info,0.01.877.867 I print_info,0.01.877.869 I print_info,0.01.877.872 I print_info,0.01.877.893 I print_info,0.01.877.898 I print_info,0.01.877.899 I print_info,0.01.877.900 I print_info,0.01.877.901 I print_info,0.01.877.902 I print_info,0.01.900.765 I load,0.01.900.788 I print_info,0.01.900.789 I print_info,0.01.900.790 I print_info,0.01.900.799 I print_info,0.01.900.800 I print_info,0.01.900.801 I print_info,0.01.900.802 I print_info,0.01.900.804 I print_info,0.01.900.805 I print_info,0.01.900.806 I print_info,0.01.900.808 I print_info,0.01.900.809 I print_info,0.01.900.810 I print_info,0.01.900.811 I print_info,0.01.900.812 I print_info,0.01.900.813 I print_info,0.01.900.814 I print_info,0.01.900.815 I print_info,0.01.900.816 I print_info,0.01.900.818 I print_info,0.01.900.822 I print_info,0.01.900.824 I print_info,0.01.900.825 I print_info,0.01.900.826 I print_info,0.01.900.827 I print_info,0.01.900.828 I print_info,0.01.900.829 I print_info,0.01.900.830 I print_info,0.01.900.831 I print_info,0.01.900.832 I print_info,0.01.900.833 I print_info,0.01.900.834 I print_info,0.01.900.835 I print_info,0.02.038.474 I load,0.02.061.155 I load,0.02.061.156 I load,0.02.061.354 I load,0.02.110.991 I load,0.02.111.015 I print_info,0.02.111.016 I print_info,0.02.111.017 I print_info,0.02.111.018 I print_info,0.02.111.035 I print_info,0.02.111.037 I print_info,0.02.111.038 I print_info,0.02.111.039 I print_info,0.02.111.041 I print_info,0.02.111.045 I print_info,0.02.111.053 I print_info,0.02.111.054 I print_info,0.02.111.056 I print_info,0.02.111.057 I print_info,0.02.111.059 I print_info,0.02.111.060 I print_info,0.02.111.062 I print_info,0.02.111.063 I print_info,0.02.111.064 I print_info,0.02.111.065 I print_info,0.02.111.066 I print_info,0.02.111.071 I print_info,0.02.111.072 I print_info,0.02.111.073 I print_info,0.02.111.074 I print_info,0.02.111.075 I print_info,0.02.115.700 I load_tensors,0.02.115.706 I load_tensors,0.02.115.707 I load_tensors,0.02.118.730 I llama_context,0.02.118.731 I llama_context,0.02.118.736 I llama_context,0.02.118.737 I llama_context,0.02.123.734 I llama_context,0.02.123.865 I llama_kv_cache,0.02.123.874 I llama_kv_cache,0.02.123.875 I llama_kv_cache,0.02.123.876 I llama_kv_cache,0.02.123.877 I llama_kv_cache,0.02.123.878 I llama_kv_cache,0.02.123.884 I llama_kv_cache,0.02.124.415 I llama_memory_recurrent,0.02.124.839 I llama_memory_recurrent,0.02.125.259 I llama_memory_recurrent,0.02.125.706 I llama_memory_recurrent,0.02.126.124 I llama_memory_recurrent,0.02.126.565 I llama_memory_recurrent,0.02.126.982 I llama_memory_recurrent,0.02.127.283 I llama_memory_recurrent,0.02.237.921 I sched_reserve,0.02.237.937 I sched_reserve,0.02.237.938 I sched_reserve,0.02.237.939 I sched_reserve,0.02.237.940 I sched_reserve,0.02.237.944 I sched_reserve,0.02.238.567 I common_memory_breakdown_print,0.02.299.665 I common_params_fit_impl,0.02.299.670 I common_fit_params,0.02.336.721 I llama_model_loader,0.02.336.741 I llama_model_loader,0.02.336.742 I llama_model_loader,0.02.336.746 I llama_model_loader,0.02.336.747 I llama_model_loader,0.02.336.748 I llama_model_loader,0.02.336.751 I llama_model_loader,0.02.336.752 I llama_model_loader,0.02.367.633 I llama_model_loader,0.02.367.634 I llama_model_loader,0.02.367.635 I llama_model_loader,0.02.367.638 I llama_model_loader,0.02.367.639 I llama_model_loader,0.02.367.641 I print_info,0.02.445.690 I load,0.02.469.427 I load,0.02.469.428 I load,0.02.469.429 I load,0.02.469.605 I load,0.02.519.171 I load,0.02.519.190 I print_info,0.02.519.191 I print_info,0.02.519.192 I print_info,0.02.519.200 I print_info,0.02.519.201 I print_info,0.02.519.202 I print_info,0.02.519.203 I print_info,0.02.519.205 I print_info,0.02.519.206 I print_info,0.02.519.207 I print_info,0.02.519.209 I print_info,0.02.519.210 I print_info,0.02.519.211 I print_info,0.02.519.212 I print_info,0.02.519.213 I print_info,0.02.519.214 I print_info,0.02.519.215 I print_info,0.02.519.216 I print_info,0.02.519.217 I print_info,0.02.519.218 I print_info,0.02.519.219 I print_info,0.02.519.221 I print_info,0.02.519.222 I print_info,0.02.519.223 I print_info,0.02.519.224 I print_info,0.02.519.225 I print_info,0.1% KLD,0.1% Δp,0.39.340.501 I load_tensors,0.39.340.506 I load_tensors,0.39.340.507 I load_tensors,0.39.340.508 I load_tensors,0.39.340.509 I load_tensors,0.39.340.510 I load_tensors,0.43.402.437 I load_tensors,0.43.402.438 I load_tensors,0.43.402.443 I load_tensors,0.43.402.444 I load_tensors,0.43.402.445 I load_tensors,0.43.402.446 I load_tensors,0.45.213.750 I llama_context,0.45.213.751 I llama_context,0.45.213.755 I llama_context,0.45.213.756 I llama_context,0.45.221.731 I llama_context,0.45.222.059 I llama_kv_cache,0.45.222.323 I llama_kv_cache,0.45.222.550 I llama_kv_cache,0.45.222.736 I llama_kv_cache,0.45.222.928 I llama_kv_cache,0.45.223.125 I llama_kv_cache,0.45.223.340 I llama_kv_cache,0.45.223.539 I llama_kv_cache,0.45.223.588 I llama_kv_cache,0.45.223.589 I llama_kv_cache,0.45.224.006 I llama_memory_recurrent,0.45.224.416 I llama_memory_recurrent,0.45.224.825 I llama_memory_recurrent,0.45.225.228 I llama_memory_recurrent,0.45.225.663 I llama_memory_recurrent,0.45.226.075 I llama_memory_recurrent,0.45.230.948 I llama_memory_recurrent,0.45.231.248 I llama_memory_recurrent,0.45.399.122 I sched_reserve,0.45.399.136 I sched_reserve,0.45.399.137 I sched_reserve,0.45.399.138 I sched_reserve,0.45.399.139 I sched_reserve,0.45.399.140 I sched_reserve,0.45.399.141 I sched_reserve,0.45.672.056 I system_info,0.46.453.253 I load_tensors,0.46.453.259 I load_tensors,0.46.453.260 I load_tensors,0.46.453.261 I load_tensors,0.46.453.262 I load_tensors,0.48.317.073 I kl_divergence,0.50.478.929 I llama_context,0.50.478.930 I llama_context,0.50.478.934 I llama_context,0.50.478.935 I llama_context,0.50.484.378 I llama_context,0.50.484.700 I llama_kv_cache,0.50.484.931 I llama_kv_cache,0.50.485.140 I llama_kv_cache,0.50.485.347 I llama_kv_cache,0.50.485.541 I llama_kv_cache,0.50.485.737 I llama_kv_cache,0.50.485.935 I llama_kv_cache,0.50.486.120 I llama_kv_cache,0.50.486.175 I llama_kv_cache,0.50.486.623 I llama_memory_recurrent,0.50.487.030 I llama_memory_recurrent,0.50.487.446 I llama_memory_recurrent,0.50.487.847 I llama_memory_recurrent,0.50.488.249 I llama_memory_recurrent,0.50.488.682 I llama_memory_recurrent,0.50.489.089 I llama_memory_recurrent,0.50.489.374 I llama_memory_recurrent,0.50.660.223 I sched_reserve,0.50.660.236 I sched_reserve,0.50.660.237 I sched_reserve,0.50.660.238 I sched_reserve,0.50.660.239 I sched_reserve,0.50.660.240 I sched_reserve,0.50.660.241 I sched_reserve,0.50.660.242 I sched_reserve,0.50.951.712 I system_info,0.50.987.775 I kl_divergence,0.53.292.974 I llama_context,0.53.292.975 I llama_context,0.53.292.979 I llama_context,0.53.292.980 I llama_context,0.53.299.029 I llama_context,0.53.299.347 I llama_kv_cache,0.53.299.588 I llama_kv_cache,0.53.299.788 I llama_kv_cache,0.53.299.973 I llama_kv_cache,0.53.300.165 I llama_kv_cache,0.53.300.381 I llama_kv_cache,0.53.300.588 I llama_kv_cache,0.53.300.772 I llama_kv_cache,0.53.300.812 I llama_kv_cache,0.53.301.221 I llama_memory_recurrent,0.53.301.647 I llama_memory_recurrent,0.53.302.053 I llama_memory_recurrent,0.53.302.450 I llama_memory_recurrent,0.53.302.865 I llama_memory_recurrent,0.53.303.271 I llama_memory_recurrent,0.53.303.707 I llama_memory_recurrent,0.53.303.975 I llama_memory_recurrent,0.53.486.440 I sched_reserve,0.53.486.453 I sched_reserve,0.53.486.455 I sched_reserve,0.53.486.456 I sched_reserve,0.53.486.457 I sched_reserve,0.53.486.458 I sched_reserve,0.53.486.460 I sched_reserve,0.53.486.461 I sched_reserve,0.53.486.462 I sched_reserve,0.53.787.933 I system_info,0.56.416.299 I kl_divergence,0.59.641.369 I load_tensors,0.59.641.374 I load_tensors,0.59.641.375 I load_tensors,0.59.641.376 I load_tensors,0.59.641.377 I load_tensors,1.0% KLD,1.0% Δp,1.08.900.885 I llama_context,1.08.900.886 I llama_context,1.08.900.887 I llama_context,1.08.900.891 I llama_context,1.08.900.892 I llama_context,1.08.915.106 I llama_context,1.08.915.464 I llama_kv_cache,1.08.915.692 I llama_kv_cache,1.08.915.885 I llama_kv_cache,1.08.916.096 I llama_kv_cache,1.08.916.287 I llama_kv_cache,1.08.916.495 I llama_kv_cache,1.08.916.698 I llama_kv_cache,1.08.916.899 I llama_kv_cache,1.08.916.941 I llama_kv_cache,1.08.917.378 I llama_memory_recurrent,1.08.917.785 I llama_memory_recurrent,1.08.918.192 I llama_memory_recurrent,1.08.918.596 I llama_memory_recurrent,1.08.919.001 I llama_memory_recurrent,1.08.919.406 I llama_memory_recurrent,1.08.919.822 I llama_memory_recurrent,1.08.920.106 I llama_memory_recurrent,1.09.101.318 I sched_reserve,1.09.101.335 I sched_reserve,1.09.101.336 I sched_reserve,1.09.101.337 I sched_reserve,1.09.101.338 I sched_reserve,1.09.101.339 I sched_reserve,1.09.101.340 I sched_reserve,1.09.101.341 I sched_reserve,1.09.454.060 I system_info,1.10.047.257 I kl_divergence,1.15.854.331 I load_tensors,1.15.854.336 I load_tensors,1.15.854.337 I load_tensors,1.15.854.338 I load_tensors,1.15.854.339 I load_tensors,1.27.250.868 I llama_context,1.27.250.869 I llama_context,1.27.250.873 I llama_context,1.27.250.874 I llama_context,1.27.257.611 I llama_context,1.27.259.823 I llama_kv_cache,1.27.260.123 I llama_kv_cache,1.27.260.369 I llama_kv_cache,1.27.260.576 I llama_kv_cache,1.27.260.785 I llama_kv_cache,1.27.260.998 I llama_kv_cache,1.27.261.235 I llama_kv_cache,1.27.261.457 I llama_kv_cache,1.27.261.502 I llama_kv_cache,1.27.261.939 I llama_memory_recurrent,1.27.262.397 I llama_memory_recurrent,1.27.262.811 I llama_memory_recurrent,1.27.263.208 I llama_memory_recurrent,1.27.263.635 I llama_memory_recurrent,1.27.264.045 I llama_memory_recurrent,1.27.264.455 I llama_memory_recurrent,1.27.264.730 I llama_memory_recurrent,1.27.434.630 I sched_reserve,1.27.434.646 I sched_reserve,1.27.434.647 I sched_reserve,1.27.434.648 I sched_reserve,1.27.434.649 I sched_reserve,1.27.434.650 I sched_reserve,1.27.434.651 I sched_reserve,1.27.434.652 I sched_reserve,1.27.434.654 I sched_reserve,1.27.817.789 I system_info,1.30.588.521 I load_tensors,1.30.588.527 I load_tensors,1.30.588.528 I load_tensors,1.30.588.529 I load_tensors,1.30.588.530 I load_tensors,1.31.065.173 I kl_divergence,1.44.345.655 I llama_context,1.44.345.656 I llama_context,1.44.345.661 I llama_context,1.44.345.662 I llama_context,1.44.365.301 I llama_context,1.44.365.708 I llama_kv_cache,1.44.365.943 I llama_kv_cache,1.44.366.135 I llama_kv_cache,1.44.366.318 I llama_kv_cache,1.44.366.505 I llama_kv_cache,1.44.366.701 I llama_kv_cache,1.44.366.908 I llama_kv_cache,1.44.367.132 I llama_kv_cache,1.44.367.172 I llama_kv_cache,1.44.367.173 I llama_kv_cache,1.44.367.588 I llama_memory_recurrent,1.44.367.985 I llama_memory_recurrent,1.44.368.389 I llama_memory_recurrent,1.44.368.790 I llama_memory_recurrent,1.44.369.213 I llama_memory_recurrent,1.44.369.618 I llama_memory_recurrent,1.44.370.022 I llama_memory_recurrent,1.44.370.293 I llama_memory_recurrent,1.44.544.138 I sched_reserve,1.44.544.152 I sched_reserve,1.44.544.153 I sched_reserve,1.44.544.154 I sched_reserve,1.44.544.155 I sched_reserve,1.44.544.156 I sched_reserve,1.44.544.157 I sched_reserve,1.44.544.158 I sched_reserve,1.44.982.084 I system_info,1.46.514.919 I kl_divergence,10.0% KLD,10.0% Δp,2.07.963.333 I load_tensors,2.07.963.334 I load_tensors,2.07.963.339 I load_tensors,2.07.963.340 I load_tensors,2.07.963.341 I load_tensors,2.07.963.342 I load_tensors,2.29.507.495 I llama_context,2.29.507.496 I llama_context,2.29.507.497 I llama_context,2.29.507.501 I llama_context,2.29.507.502 I llama_context,2.29.519.095 I llama_context,2.29.519.509 I llama_kv_cache,2.29.529.759 I llama_kv_cache,2.29.534.864 I llama_kv_cache,2.29.535.071 I llama_kv_cache,2.29.535.269 I llama_kv_cache,2.29.535.559 I llama_kv_cache,2.29.535.767 I llama_kv_cache,2.29.538.957 I llama_kv_cache,2.29.538.999 I llama_kv_cache,2.29.539.431 I llama_memory_recurrent,2.29.539.853 I llama_memory_recurrent,2.29.540.256 I llama_memory_recurrent,2.29.540.882 I llama_memory_recurrent,2.29.541.415 I llama_memory_recurrent,2.29.541.884 I llama_memory_recurrent,2.29.542.337 I llama_memory_recurrent,2.29.542.671 I llama_memory_recurrent,2.29.713.365 I sched_reserve,2.29.713.394 I sched_reserve,2.29.713.395 I sched_reserve,2.29.713.396 I sched_reserve,2.29.713.397 I sched_reserve,2.29.713.398 I sched_reserve,2.29.713.399 I sched_reserve,2.29.713.400 I sched_reserve,2.30.297.475 I system_info,2.30.897.211 I kl_divergence,25.0% Δp,3.29.999.990 I llama_perf_context_print,3.29.999.993 I llama_perf_context_print,3.29.999.994 I llama_perf_context_print,3.30.000.217 I common_memory_breakdown_print,3.45.838.073 I llama_perf_context_print,3.45.838.077 I llama_perf_context_print,3.45.838.078 I llama_perf_context_print,3.45.838.307 I common_memory_breakdown_print,3.52.337.924 I llama_perf_context_print,3.52.337.927 I llama_perf_context_print,3.52.338.174 I common_memory_breakdown_print,3.53.313.778 I llama_perf_context_print,3.53.313.783 I llama_perf_context_print,3.53.314.009 I common_memory_breakdown_print,4.13.463.618 I llama_perf_context_print,4.13.463.621 I llama_perf_context_print,4.13.463.622 I llama_perf_context_print,4.13.463.838 I common_memory_breakdown_print,4.33.737.517 I llama_perf_context_print,4.33.737.521 I llama_perf_context_print,4.33.737.738 I common_memory_breakdown_print,5.0% KLD,5.0% Δp,5.13.179.464 I llama_perf_context_print,5.13.179.468 I llama_perf_context_print,5.13.179.687 I common_memory_breakdown_print,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
Qwen3.5-397B-A17B-IQ2_S (aes_sedai),139.30726424576002,2.77,0.093763,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3261,-1235.32262144,-1335.324096,-1935.32512,-2035.321,-2435.321024,-3035.324,-3235.321,-42.322,-46.3,-47.6,-6422.0,-162.0,3.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,-248044.0,-248065.0,33.0,1.7581,0.0,4096.0,4096.0,61.0,32.0,64.0,0.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,10.0,40.0,262144.0,1111100.0,0.0,397.17,402.94,248046.0,198.0,248065.0,248064.0,256.0,6262.0,30.0,70.0,8192.0,1.0,1.0,0.0,15.16,0.0,10.0,20.0,40.0,60.0,70.0,256.0,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,7198.75,3209.0,23681.0,63681.0,79201.13,9.0,110.534,-11167950321.0,169779.770517,1.18,-1.0,-1235.32262144,-1335.324096,-1935.32512,-2035.321,-2435.321024,-3035.324,-3235.321,-42.322,-46.3,-47.6,-6422.0,-162.0,6.0,0.0,-248044.0,-248046.0,-248065.0,33.0,1.7581,35.0,4096.0,61.0,32.0,64.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,1.0,40.0,10000000.0,0.0,4.0,16.0,397.17,402.94,247587.0,198.0,248063.0,248064.0,256.0,1e-06,-89.156,,,,,,,60.0,6262.0,795.7,216610.8,616610.8,717854.13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,512.0,1.0,1.0,0.0,15.16,32.0,132.0,232.0,316.0,432.0,532.0,632.0,732.0,256.0,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,7198.75,3209.0,13169.0,33169.0,63169.0,78689.13,321.25,9.0,170.764,4.848561200112841e+50,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1e-05,-58.678,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.000237,-10.209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-2.386,,,,,48583.44,174886.60296961,35.0,-11167950321.0,,,,,,,,,,,,,,7.1e-05,-21.184,,,,0.27,0.202782,3.535,0.415574,7.397,1.325304,20.901,3.302979,51.416,97.24,7.998324,93.527,0.000714,0.2946,0.005038,1.084551,0.001391,3.778894,0.020751,3.484294,0.018788,0.081166,0.001282,-2.572,0.031,0.019785,-0.087,-5e-06,-99.362,12.028,0.071,90.065,0.078,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ2_S.md,129.74,False,Q6_K / IQ2_XS / IQ2_XS / IQ3_XXS
Qwen3.5-397B-A17B-IQ2_XXS (aes_sedai),129.35367753728002,2.57,0.126053,,,,,,,,,,,,,,,,,-0.35,-1.0,-1235.32262144,-1335.324096,-2035.321,-2335.321024,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-43.3215,-46.3,-47.4,-32503.0,-260.0,-162.0,3.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,-248044.0,-248064.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,4096.0,4096.0,61.0,32.0,0.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,0.0,10.0,-1.0,40.0,1.0,1111100.0,0.0,397.17,402.94,11.0,248046.0,248046.0,248044.0,248060.0,248061.0,248064.0,248065.0,248044.0,248046.0,248064.0,256.0,,,,,,,,,6262.0,0.0,30.0,70.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.0,8192.0,1.0,1.0,0.0,,,,,,,,,,,,15.16,0.0,10.0,30.0,50.0,70.0,256.0,,,,,,397.5,1397.5,2397.5,3397.5,,,,,4397.5,5397.5,6397.5,7198.75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3209.0,13681.0,23681.0,63681.0,79201.13,9.0,91.964,-8665450321.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,160530.770517,1.06,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3261,-1235.32262144,-1335.324096,-1935.32512,-2035.321,-2335.321024,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-43.3215,-45.2,-47.4,-8010.0,-260.0,-162.0,3.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,-248046.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,0.0,61.0,2.0,0.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,512.0,40.0,262144.0,1111100.0,0.0,397.17,402.94,248320.0,247587.0,11.0,248046.0,248046.0,248044.0,198.0,248061.0,248064.0,248044.0,248063.0,248065.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2e-06,-93.264,6262.0,545.62,15418.84,215363.67,615378.62,717103.59,,,,,,,512.0,1.0,10000000.0,0.0,15.16,32.0,132.0,232.0,316.0,432.0,532.0,632.0,732.0,256.0,256.0,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,7198.75,3209.0,13169.0,43169.0,63169.0,78689.13,9.0,167.734,4.848561200112841e+50,,,,,,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.3e-05,-67.658,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.000311,-13.202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-3.117,43980.8,164328.17296961,35.0,-8665450321.0,,,,,,,,,,,,,,,,,,9e-05,-26.931,,,,0.345,0.280937,4.383,0.561693,8.694,1.720538,22.932,4.077622,55.432,96.23,9.233027,97.063,0.000896,0.394536,0.006124,1.113233,0.001676,3.87883,0.021458,3.484294,0.018788,0.107268,0.001506,-3.243,0.035,0.029643,-0.096,-1.7e-05,-99.86,13.977,0.075,88.212,0.084,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ2_XXS.md,120.47,False,Q4_K / IQ2_XXS / IQ2_XXS / IQ3_XXS
Qwen3.5-397B-A17B-IQ3_S (aes_sedai),153.40549439488,3.05,0.064287,-0.35,-1.0,-1135.3261,-1335.324096,-2035.321,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-42.322,-44.2,-46.3,-47.6,-8010.0,-260.0,-162.0,3.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,-248044.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,262144.0,4096.0,61.0,32.0,0.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,10.0,40.0,10000000.0,1.0,0.0,64.0,397.17,402.94,247587.0,248046.0,248044.0,248062.0,248061.0,248065.0,248044.0,248046.0,248064.0,256.0,6262.0,0.0,20.0,60.0,70.0,16.0,8192.0,1.0,10000000.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.16,0.0,10.0,20.0,40.0,60.0,70.0,256.0,,,,,397.5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1397.5,2397.5,3397.5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4397.5,5397.5,6397.5,,,,,,7198.75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3209.0,13681.0,33681.0,63681.0,321.25,9.0,93.774,-11167950321.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,183219.770517,1.08,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3261,-1335.324096,-1935.32512,-2035.321,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-42.322,-44.2,-47.6,-32503.0,-8010.0,-260.0,-162.0,3.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,-248044.0,-248065.0,33.0,,,,,,,,,,,,,,,,,1.7581,35.0,262144.0,61.0,32.0,2.0,0.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,10.0,40.0,1.0,0.0,128.0,0.0,397.17,402.94,248320.0,247587.0,248046.0,248044.0,198.0,248062.0,248064.0,248044.0,248063.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1e-06,-80.64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6262.0,18402.8,218402.8,518402.8,718974.13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,512.0,1.0,10000000.0,0.0,15.16,32.0,132.0,232.0,316.0,432.0,532.0,632.0,732.0,256.0,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,7198.75,3209.0,13169.0,33169.0,43169.0,53169.0,78689.13,5963.0,9.0,182.384,4.848561200112841e+50,580512819216.0,,,,,,8e-06,-46.125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.000169,-7.531,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1.793,,,,,,,,,,,,52105.8,35.0,-11167950321.0,,,,,,,,5.3e-05,-15.23,,,,0.265,0.137693,3.178,0.278349,6.514,0.912562,19.287,2.412154,47.04,98.16,7.332064,95.612,0.000503,0.18748,0.003915,1.053807,0.001097,3.671774,0.02002,3.484294,0.018788,0.052409,0.001041,-1.763,0.025,0.013729,-0.059,-7e-06,-98.205,9.758,0.064,91.719,0.072,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ3_S.md,142.87,False,Q6_K / IQ2_S / IQ2_S / IQ3_S
Qwen3.5-397B-A17B-IQ4_XS (aes_sedai),197.01014986752,3.91,0.022898,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1235.32262144,-1335.324096,-1935.32512,-2035.321,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-44.3,-47.8,-360.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,,,,,-248044.0,-248063.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,0.0,4096.0,4096.0,61.0,32.0,0.0,256.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,512.0,-1.0,40.0,10000000.0,0.0,128.0,0.0,397.17,402.94,248320.0,248044.0,248063.0,248044.0,248065.0,256.0,,,,,,,,,,,,,,,60.0,6262.0,30.0,70.0,0.0,,,,,,,,,,,,,,,,,8192.0,1.0,10000000.0,0.0,,,,,,,,,,,,,,,,,,15.16,0.0,10.0,20.0,40.0,60.0,70.0,256.0,,397.5,,1397.5,,2397.5,,,3397.5,4397.5,5397.5,6397.5,7198.75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3209.0,23681.0,43681.0,79201.13,321.25,9.0,92.654,-135110300321.0,,,,,,,,,,,,,,,,,,,,,,,,,,,224575.770517,1.06,,,,,,,,,,,,,,,,,,,,,,,,,-1.0,-1235.32262144,-1335.324096,-1935.32512,-2035.321,-2335.321024,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,,,,,-42.322,-44.3,-47.8,-32503.0,-460.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,-248044.0,-248063.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,0.0,4096.0,61.0,32.0,64.0,256.0,16.0,512.0,0.0,0.0,0.0,0.0,0.0,40.0,262144.0,1111100.0,64.0,0.0,397.17,402.94,247587.0,11.0,248046.0,248044.0,198.0,248061.0,248063.0,248065.0,248046.0,248063.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1e-06,-52.244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6262.0,1030.62,23885.6,320910.55,722633.58,3e-06,-22.888,16.0,8192.0,1.0,1.0,0.0,15.16,32.0,132.0,232.0,316.0,432.0,532.0,632.0,732.0,256.0,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,7198.75,3209.0,13169.0,23169.0,53169.0,78689.13,321.25,9.0,181.134,4.848561200112841e+50,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6e-05,-3.807,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.877,,,,,,,,,67759.53,35.0,-135110300321.0,,,,,,,,,,,1.8e-05,-7.268,,,,0.217,0.048415,2.09,0.095024,4.311,0.316807,13.66,0.888341,36.023,99.35,3.236206,81.673,0.00019,0.057746,0.002183,1.016573,0.000624,3.54204,0.019138,3.484294,0.018788,0.016437,0.000614,-0.66,0.015,0.00495,-0.018,-0.000125,-89.263,5.636,0.045,95.034,0.056,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-IQ4_XS.md,183.48,False,Q8_0 / IQ3_S / IQ3_S / IQ4_XS
Qwen3.5-397B-A17B-Q4_K_M (aes_sedai),251.37369841664002,4.99,0.00872,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1235.32262144,-1335.324096,-2035.321,-2335.321024,-2435.321024,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-43.327,-46.5,-47.8,-32503.0,-162.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,-248044.0,-248046.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,4096.0,4096.0,61.0,32.0,64.0,0.0,0.0,256.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,1.0,40.0,10000000.0,0.0,4.0,64.0,16.0,397.17,402.94,247587.0,11.0,248046.0,248046.0,248044.0,248062.0,248064.0,248044.0,256.0,,,,,,,,,60.0,6262.0,10.0,40.0,0.0,,,,,,,,512.0,1.0,10000000.0,0.0,,15.16,0.0,10.0,20.0,40.0,60.0,70.0,256.0,256.0,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,7198.75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3209.0,13681.0,33681.0,53681.0,79201.13,9.0,104.014,-135110300321.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,276415.770517,1.11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3261,-1335.324096,-1935.32512,-2035.321,-2335.321024,-2435.321024,-3035.324,-3235.321,,,,,,-43.327,-44.4,-47.8,-460.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-248044.0,-248064.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,262144.0,61.0,32.0,64.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,1.0,40.0,10000000.0,262144.0,4.0,16.0,397.17,402.94,247587.0,11.0,248046.0,248046.0,248044.0,248060.0,248062.0,248064.0,248065.0,248044.0,248063.0,248064.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-3e-06,-29.466,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,-11.532,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6262.0,1030.62,130797.6,530797.6,726953.58,8192.0,1.0,1.0,0.0,15.16,32.0,132.0,232.0,316.0,432.0,532.0,632.0,732.0,256.0,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,7198.75,3209.0,13169.0,23169.0,33169.0,53169.0,78689.13,321.25,9.0,169.824,4.848561200112841e+50,,,,,,580512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2.1e-05,-1.981,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.36,,,,,,,,,,,,,,,86068.65,165646.08296961,35.0,-135110300321.0,,,,6e-06,-3.814,,,,0.285,0.018525,1.786,0.035669,3.39,0.117215,9.945,0.356572,24.624,99.75,4.353751,75.086,7.8e-05,0.01242,0.001333,1.003565,0.000382,3.496714,0.018906,3.484294,0.018788,0.003558,0.000381,-0.1,0.009,0.002019,-0.0,-0.000327,-77.239,3.37,0.029,96.665,0.047,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-Q4_K_M.md,234.11,False,Q8_0 / Q4_K / Q4_K / Q5_K
Qwen3.5-397B-A17B-Q5_K_M (aes_sedai),300.7013978112,5.97,0.004782,,,,,,,,,-1.0,-1135.3261,-1335.324096,-2035.321,-2335.321024,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-45.5,-47.8,-162.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,-248044.0,-248063.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,1.0,4096.0,4096.0,61.0,32.0,0.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,0.0,512.0,0.0,-1.0,40.0,1.0,262144.0,0.0,1111100.0,4.0,64.0,16.0,0.0,397.17,402.94,248320.0,248046.0,248063.0,248064.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6262.0,0.0,30.0,70.0,0.0,,,,,,,,,,,,,16.0,8192.0,1.0,1.0,0.0,,,,,,,,,,,,,15.16,0.0,10.0,20.0,30.0,40.0,50.0,70.0,256.0,256.0,397.5,1397.5,2397.5,,,,,,,,,3397.5,,4397.5,,5397.5,,6397.5,7198.75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3209.0,23681.0,53681.0,79201.13,9.0,97.024,-135110300321.0,,,,,,,,,,,,,,,,,,,,,,323455.770517,1.09,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3261,-1335.324096,-1935.32512,-2035.321,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-43.327,-46.6,-47.8,-32503.0,-80432.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,,,,,,,-248044.0,-248064.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,262144.0,61.0,32.0,0.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,-1.0,40.0,1.0,262144.0,1111100.0,0.0,397.17,402.94,248044.0,248065.0,248064.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-4e-06,-20.083,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0,-7.939,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6262.0,37069.6,237069.6,537069.6,730873.58,,512.0,1.0,1.0,0.0,15.16,32.0,132.0,232.0,316.0,432.0,532.0,632.0,732.0,256.0,256.0,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,7198.75,3209.0,13169.0,23169.0,53169.0,78689.13,5963.0,9.0,173.764,4.848561200112841e+50,580512819216.0,1.2e-05,-1.485,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.259,,,,,,,,,,,,,,,,,,,103279.15,35.0,-135110300321.0,3e-06,-2.807,,,,0.234,0.01024,1.426,0.018888,2.675,0.060386,7.449,0.190236,18.77,99.85,1.917406,65.115,4.2e-05,0.003928,0.00102,1.001127,0.000293,3.488222,0.018848,3.484294,0.018788,0.001127,0.000292,-0.027,0.006,0.001211,0.0,-6.4e-05,-56.838,2.449,0.022,97.446,0.041,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-Q5_K_M.md,280.05,False,Q8_0 / Q5_K / Q5_K / Q6_K
Qwen3.5-397B-A17B-Q8_0 (aes_sedai),428.50888712192,8.51,0.003298,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3261,-1335.324096,-2035.321,-2335.321024,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,,-43.327,-80597.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,-248044.0,-248046.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,1.0,4096.0,61.0,32.0,2.0,0.0,0.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,512.0,1.0,40.0,10000000.0,0.0,1111100.0,16.0,397.17,402.94,248320.0,247587.0,248046.0,248044.0,248061.0,248065.0,248044.0,248046.0,248065.0,256.0,6262.0,30.0,70.0,0.0,8192.0,8192.0,1.0,1.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.16,0.0,10.0,30.0,40.0,60.0,70.0,256.0,,,,,,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,,,,,7198.75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3209.0,23681.0,53681.0,79201.13,9.0,94.714,-135110300321.0,,,,,,,,,,,,,,,,,,,,,,,,,,445342.770517,1.07,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35,-1.0,-1135.3261,-1235.32262144,-1335.324096,-2035.321,-2435.321024,-3035.324,-3235.321,,,,,,,,,,,,,,,,,,,-43.327,-32458.0,-162.0,3.0,80.0,,,,,,,,,,,,,,,,,,,,,,0.0,,,,,,-248046.0,-248065.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.7581,35.0,0.0,4096.0,61.0,32.0,0.0,256.0,16.0,512.0,512.0,0.0,0.0,0.0,1.0,40.0,1.0,1111100.0,8192.0,0.0,397.17,402.94,248320.0,247587.0,11.0,248044.0,248061.0,248046.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-5e-06,-15.368,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0,-6.026,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9e-06,-1.272,60.0,6262.0,53321.2,253321.2,553321.2,741031.38,8192.0,8192.0,1.0,1.0,0.0,15.16,32.0,132.0,232.0,316.0,432.0,532.0,632.0,732.0,256.0,397.5,1397.5,2397.5,3397.5,4397.5,5397.5,6397.5,7198.75,3209.0,13169.0,33169.0,63169.0,78689.13,321.25,9.0,170.604,4.848561200112841e+50,580512819216.0,-0.223,,,,,,,,,,,,,,,,,,,,,,2e-06,-2.33,148571.79,35.0,-135110300321.0,0.202,0.007136,1.252,0.01273,2.287,0.038814,6.075,0.127855,15.496,99.89,2.955933,70.464,3.4e-05,0.001746,0.000878,1.000501,0.000252,3.48604,0.018831,3.484294,0.018788,0.000501,0.000252,-0.009,0.005,0.000905,-0.0,-0.000679,-48.572,1.975,0.019,97.755,0.039,kld/Qwen3.5-397B-A17B/wiki-test-raw/aes_sedai/Qwen3.5-397B-A17B-Q8_0.md,399.08,False,