NVIDIA Jetson Nano Super Orin Benchmarks
Collection
11 items • Updated
model stringclasses 8
values | quant stringclasses 2
values | prompt_tokens int64 128 2.05k | gen_tokens int64 64 256 | isl_avg float64 128 2.05k | osl_avg float64 205 1.75k | osl_mismatch_pct float64 -20.07 2k | ttft_avg_ms float64 114 1.67k | ttft_p50_ms float64 114 1.66k | ttft_p90_ms float64 116 1.67k | ttft_p99_ms float64 121 1.68k | t2t_avg_ms float64 13.7 52.3 | t2t_p50_ms float64 13.7 52.5 | t2t_p90_ms float64 14.1 63.3 | t2t_p99_ms float64 14.4 68.2 | itl_avg_ms float64 10.8 52 | itl_p50_ms float64 10.8 52.8 | itl_p90_ms float64 10.9 53.2 | itl_p99_ms float64 11.3 53.9 | toks_per_sec float64 19.4 92.4 | req_per_sec float64 0.02 0.27 | e2e_toks_per_sec_avg float64 18.4 88.4 | e2e_toks_per_sec_p50 float64 18.1 89 | e2e_toks_per_sec_p90 float64 18.5 90.3 | e2e_toks_per_sec_p99 float64 23.6 90.9 | req_latency_avg_ms float64 3.71k 54.3k | req_latency_p50_ms float64 2.61k 38.6k | req_latency_p90_ms float64 5.74k 112k | req_latency_p99_ms float64 7.07k 164k | prefill_toks_per_sec_avg float64 322 3.28k | prefill_toks_per_sec_p50 float64 321 3.29k | prefill_toks_per_sec_p90 float64 329 3.3k | prefill_toks_per_sec_p99 float64 330 3.31k | power_w float64 3.65 5.49 | avg_cpu_temp_c float64 47.1 53 | avg_gpu_temp_c float64 48.6 55.2 | peak_tj_temp_c float64 51.2 57.4 | tok_per_joule float64 4.27 24.4 | request_count float64 17 20 | benchmark_duration_s float64 74.5 1.13k | start_time stringdate 2026-06-06 01:40:33 2026-06-07 02:21:56 | end_time stringdate 2026-06-06 01:42:41 2026-06-07 02:34:46 |
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gemma3-1b | Q4_K_M | 128 | 64 | 128 | 629.75 | 883.984375 | 397.57273 | 398.815383 | 405.020274 | 408.803078 | 42.392897 | 42.745154 | 43.013645 | 44.076245 | 40.856331 | 40.853605 | 40.945843 | 41.072572 | 24.476111 | 0.038254 | 23.933919 | 24.149705 | 24.217216 | 24.247961 | 26,089.142284 | 25,763.854739 | 35,529.986466 | 39,290.420105 | 322.029062 | 320.950513 | 329.263278 | 331.846681 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.277017 | 20 | 522.82665 | 2026-06-06T08:39:04.789446 | 2026-06-06T08:47:47.668879 |
gemma3-1b | Q4_K_M | 512 | 64 | 512 | 795.4 | 1,142.8125 | 639.918154 | 640.641586 | 645.619029 | 645.957098 | 42.297601 | 42.935661 | 43.706792 | 44.21327 | 40.943468 | 40.948097 | 40.985257 | 41.000711 | 24.42394 | 0.030101 | 23.95659 | 23.979289 | 24.069467 | 24.107679 | 33,166.895186 | 32,156.670564 | 41,279.868243 | 46,181.194323 | 800.145576 | 799.198822 | 808.789355 | 809.980573 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.265769 | 20 | 664.428872 | 2026-06-06T08:48:11.201769 | 2026-06-06T08:59:15.684997 |
gemma3-1b | Q4_K_M | 1,024 | 64 | 1,024 | 927.85 | 1,349.765625 | 969.931655 | 967.673715 | 980.795154 | 986.204626 | 43.11343 | 43.188811 | 44.025208 | 44.848358 | 41.060787 | 41.062666 | 41.10315 | 41.131484 | 24.354158 | 0.025588 | 23.743254 | 23.7238 | 23.928796 | 23.980565 | 39,024.733029 | 37,172.1207 | 50,520.152754 | 59,960.938954 | 1,055.815507 | 1,058.207954 | 1,065.649587 | 1,068.869404 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.250724 | 20 | 781.627607 | 2026-06-06T08:59:39.420902 | 2026-06-06T09:12:41.107379 |
gemma3-1b | Q4_K_M | 2,048 | 64 | 2,048 | 884.5 | 1,282.03125 | 1,630.033323 | 1,628.457148 | 1,639.712296 | 1,643.751136 | 44.806295 | 44.160188 | 49.093811 | 51.705666 | 41.163619 | 41.170456 | 41.192015 | 41.215388 | 24.293308 | 0.026279 | 23.175071 | 23.145099 | 23.626445 | 23.73266 | 37,997.396966 | 33,568.375299 | 58,395.125231 | 68,254.35911 | 1,256.438146 | 1,257.63237 | 1,262.294265 | 1,263.111949 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.237605 | 20 | 761.075781 | 2026-06-06T09:13:04.637483 | 2026-06-06T09:25:45.773490 |
gemma3-1b | Q4_K_M | 128 | 128 | 128 | 636.95 | 397.617188 | 394.845534 | 394.256967 | 400.730669 | 402.682325 | 42.829784 | 43.010301 | 43.301905 | 46.337612 | 40.813169 | 40.814841 | 40.867849 | 40.925634 | 24.501943 | 0.037863 | 24.050367 | 24.186756 | 24.226974 | 24.247167 | 26,358.532856 | 28,130.367037 | 33,908.484057 | 38,201.158005 | 324.221675 | 324.661362 | 329.885774 | 330.755038 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.282586 | 20 | 528.21686 | 2026-06-06T09:26:09.296358 | 2026-06-06T09:34:57.567374 |
gemma3-1b | Q4_K_M | 512 | 128 | 512 | 878.15 | 586.054688 | 639.575649 | 637.145385 | 648.50948 | 651.088474 | 43.533646 | 43.172539 | 47.651872 | 48.182464 | 40.93855 | 40.932588 | 40.982091 | 41.113596 | 24.426902 | 0.027319 | 24.010513 | 24.026286 | 24.098471 | 24.184052 | 36,547.863099 | 35,456.240767 | 42,243.243657 | 57,651.128549 | 800.61953 | 803.588986 | 810.349378 | 811.925498 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.266408 | 20 | 732.084661 | 2026-06-06T09:35:21.220259 | 2026-06-06T09:47:33.360550 |
gemma3-1b | Q4_K_M | 1,024 | 128 | 1,024 | 894.95 | 599.179688 | 968.809683 | 969.728558 | 973.470348 | 982.588004 | 43.479455 | 43.327183 | 43.995741 | 49.213427 | 41.037239 | 41.025248 | 41.098227 | 41.117742 | 24.368145 | 0.026518 | 23.749649 | 23.769591 | 23.87913 | 23.913232 | 37,655.105931 | 37,089.334252 | 46,070.184674 | 50,588.018648 | 1,057.005287 | 1,055.965648 | 1,065.609255 | 1,066.599616 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.25374 | 20 | 754.214467 | 2026-06-06T09:47:56.766220 | 2026-06-06T10:00:31.039058 |
gemma3-1b | Q4_K_M | 2,048 | 128 | 2,048 | 956.2 | 647.03125 | 1,631.073847 | 1,629.01324 | 1,641.936267 | 1,646.773069 | 43.563576 | 43.969705 | 44.885897 | 48.836517 | 41.211062 | 41.157892 | 41.206322 | 41.944169 | 24.265934 | 0.024338 | 23.258221 | 23.234038 | 23.545853 | 23.630055 | 41,031.954834 | 37,519.79993 | 52,972.860863 | 71,448.624695 | 1,255.635954 | 1,257.202796 | 1,261.257904 | 1,262.669981 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.231703 | 20 | 821.764826 | 2026-06-06T10:00:54.582845 | 2026-06-06T10:14:36.412560 |
gemma3-1b | Q4_K_M | 128 | 256 | 128 | 699.85 | 173.378906 | 393.39764 | 391.711796 | 399.918825 | 404.340641 | 43.569135 | 43.101486 | 44.972537 | 48.763909 | 40.837522 | 40.840889 | 40.886294 | 40.988961 | 24.487335 | 0.034495 | 24.027465 | 24.20714 | 24.245425 | 24.265461 | 28,936.51867 | 29,979.902907 | 36,635.081807 | 39,279.871243 | 325.415615 | 326.770859 | 329.4174 | 329.849151 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.279437 | 20 | 579.79933 | 2026-06-06T10:14:59.639557 | 2026-06-06T10:24:39.493284 |
gemma3-1b | Q4_K_M | 512 | 256 | 512 | 888.8 | 247.1875 | 639.291923 | 638.260279 | 645.731411 | 651.477349 | 43.346011 | 43.293504 | 44.385269 | 46.076804 | 40.973766 | 40.941213 | 41.039281 | 41.512985 | 24.406213 | 0.026974 | 23.979635 | 24.041137 | 24.111685 | 24.144741 | 37,017.787616 | 38,592.21499 | 45,373.381464 | 53,599.682427 | 800.945629 | 802.180629 | 807.980111 | 810.677631 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.261947 | 20 | 741.466723 | 2026-06-06T10:25:02.677812 | 2026-06-06T10:37:24.203137 |
gemma3-1b | Q4_K_M | 1,024 | 256 | 1,024 | 833.05 | 225.410156 | 964.54759 | 963.723245 | 971.099249 | 977.874829 | 44.065669 | 43.508314 | 44.909741 | 50.29583 | 41.065221 | 41.039566 | 41.18343 | 41.228014 | 24.351571 | 0.028419 | 23.691958 | 23.698367 | 23.809807 | 23.91846 | 35,131.748247 | 35,095.601932 | 40,642.2729 | 50,427.469428 | 1,061.671443 | 1,062.546182 | 1,067.741196 | 1,068.802583 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.250166 | 20 | 703.754771 | 2026-06-06T10:37:47.568654 | 2026-06-06T10:49:31.377227 |
gemma3-1b | Q4_K_M | 2,048 | 256 | 2,048 | 1,280.4 | 400.15625 | 1,629.980474 | 1,628.767641 | 1,640.367023 | 1,641.811028 | 44.395511 | 44.266895 | 45.100904 | 49.934047 | 41.175394 | 41.142692 | 41.21508 | 41.631723 | 24.286613 | 0.018381 | 23.332077 | 23.224967 | 23.928714 | 24.056051 | 54,342.352227 | 35,885.884669 | 111,794.741307 | 146,432.663007 | 1,256.477881 | 1,257.392369 | 1,262.781115 | 1,263.995382 | 4.638248 | 52.59036 | 54.791942 | 56.031 | 5.236161 | 20 | 1,088.084466 | 2026-06-06T10:49:54.918825 | 2026-06-06T11:08:03.077097 |
lfm2.5-1.2b | Q4_K_M | 128 | 64 | 128 | 441.35 | 589.609375 | 242.087378 | 240.379779 | 259.083648 | 276.11734 | 48.89121 | 49.385316 | 60.707641 | 63.521416 | 51.368358 | 52.122282 | 52.877829 | 52.909569 | 19.60029 | 0.04357 | 19.402721 | 19.046183 | 19.22627 | 25.960863 | 22,890.983947 | 20,911.528715 | 32,955.436615 | 44,502.953545 | 530.760149 | 532.496351 | 562.569792 | 594.68046 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.322136 | 20 | 459.033743 | 2026-06-07T00:26:00.634651 | 2026-06-07T00:33:39.729631 |
lfm2.5-1.2b | Q4_K_M | 512 | 64 | 512 | 624.75 | 876.171875 | 504.478735 | 504.755706 | 515.330425 | 525.819283 | 52.054013 | 52.149721 | 59.890186 | 66.291852 | 51.812949 | 52.520454 | 53.056119 | 53.898838 | 19.432508 | 0.030405 | 19.114281 | 18.74551 | 18.91889 | 25.53872 | 32,826.083471 | 30,635.613261 | 47,732.11317 | 65,314.215964 | 1,015.386821 | 1,014.353812 | 1,036.113828 | 1,065.150347 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.285138 | 20 | 657.796442 | 2026-06-07T00:34:00.775096 | 2026-06-07T00:44:58.614870 |
lfm2.5-1.2b | Q4_K_M | 1,024 | 64 | 1,024 | 652.65 | 919.765625 | 859.908148 | 858.384579 | 870.233532 | 886.48206 | 51.250829 | 50.882029 | 62.366481 | 64.220783 | 51.549417 | 52.445529 | 52.729449 | 52.851166 | 19.5692 | 0.028754 | 19.012403 | 18.612527 | 18.836495 | 25.754727 | 34,716.563737 | 35,288.083812 | 50,046.893649 | 53,647.027775 | 1,191.065142 | 1,192.939858 | 1,208.779183 | 1,221.05482 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.315281 | 20 | 695.566723 | 2026-06-07T00:45:19.595880 | 2026-06-07T00:56:55.201499 |
lfm2.5-1.2b | Q4_K_M | 2,048 | 64 | 2,048 | 667.7 | 943.28125 | 1,575.966106 | 1,576.84684 | 1,586.052698 | 1,588.375673 | 50.373816 | 51.547297 | 55.812747 | 57.782169 | 51.951303 | 52.834293 | 53.04379 | 53.398945 | 19.365931 | 0.027532 | 18.494402 | 18.149972 | 18.488707 | 24.01917 | 36,258.14846 | 36,261.660579 | 44,747.053557 | 58,129.919679 | 1,299.558045 | 1,298.794555 | 1,311.622669 | 1,314.410303 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.270457 | 20 | 726.439798 | 2026-06-07T00:57:16.139538 | 2026-06-07T01:09:22.621830 |
lfm2.5-1.2b | Q4_K_M | 128 | 128 | 128 | 480.3 | 275.234375 | 242.912209 | 245.984737 | 257.313945 | 262.884052 | 51.912402 | 50.143048 | 62.589361 | 63.210306 | 51.459693 | 52.300452 | 52.87533 | 53.077645 | 19.605206 | 0.040428 | 19.428625 | 18.95197 | 19.12608 | 27.212715 | 24,675.20487 | 25,913.934683 | 37,812.410693 | 41,162.971965 | 528.462968 | 520.357751 | 557.661069 | 596.030666 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.32322 | 20 | 494.70148 | 2026-06-07T01:09:43.392351 | 2026-06-07T01:17:58.136635 |
lfm2.5-1.2b | Q4_K_M | 512 | 128 | 512 | 511.45 | 299.570313 | 506.956357 | 508.112606 | 520.935394 | 523.046097 | 50.079875 | 51.103733 | 59.231393 | 68.185706 | 51.455973 | 52.464761 | 52.93705 | 53.264781 | 19.581745 | 0.036842 | 18.679307 | 18.684439 | 18.964276 | 25.47125 | 27,081.078358 | 29,717.046703 | 48,089.824385 | 51,940.990385 | 1,010.396861 | 1,007.670322 | 1,042.243773 | 1,051.63572 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.318047 | 20 | 542.852459 | 2026-06-07T01:18:18.905561 | 2026-06-07T01:27:21.801604 |
lfm2.5-1.2b | Q4_K_M | 1,024 | 128 | 1,024 | 599.25 | 368.164063 | 859.415459 | 858.324478 | 872.198039 | 877.233225 | 50.102151 | 51.25955 | 56.770828 | 62.585043 | 51.431453 | 52.240216 | 52.775704 | 53.681755 | 19.603348 | 0.031703 | 19.015766 | 18.638297 | 18.960815 | 26.248041 | 31,477.526371 | 31,990.888087 | 45,818.735785 | 49,318.251347 | 1,191.695856 | 1,193.022069 | 1,209.545431 | 1,212.659787 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.322811 | 20 | 630.85032 | 2026-06-07T01:27:42.597116 | 2026-06-07T01:38:13.498559 |
lfm2.5-1.2b | Q4_K_M | 2,048 | 128 | 2,048 | 634.8 | 395.9375 | 1,568.636243 | 1,569.535427 | 1,579.703751 | 1,590.006875 | 51.983571 | 51.728092 | 60.913468 | 63.134669 | 51.830806 | 52.60349 | 53.087326 | 53.27728 | 19.431601 | 0.028958 | 18.442543 | 18.206651 | 18.47019 | 24.508635 | 34,467.611425 | 35,395.267485 | 49,665.036402 | 55,372.214125 | 1,305.650467 | 1,304.845158 | 1,317.176639 | 1,321.614074 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.284938 | 20 | 690.660185 | 2026-06-07T01:38:34.745921 | 2026-06-07T01:50:05.452210 |
lfm2.5-1.2b | Q4_K_M | 128 | 256 | 128 | 448.35 | 75.136719 | 238.546043 | 241.932196 | 249.010645 | 251.508169 | 51.673255 | 51.036998 | 61.665946 | 64.263448 | 51.386196 | 52.218175 | 52.727916 | 52.849106 | 19.593458 | 0.043699 | 19.411707 | 18.996243 | 19.278996 | 26.128542 | 22,821.990808 | 23,046.267646 | 35,104.209036 | 39,668.899501 | 537.534146 | 529.077394 | 561.877674 | 600.818406 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.32063 | 20 | 457.673223 | 2026-06-07T01:50:26.379153 | 2026-06-07T01:58:04.097961 |
lfm2.5-1.2b | Q4_K_M | 512 | 256 | 512 | 634.6 | 147.890625 | 505.252204 | 507.50232 | 517.747781 | 525.196928 | 52.26133 | 51.656325 | 62.046249 | 65.904522 | 51.597141 | 52.415884 | 52.888184 | 53.357617 | 19.529836 | 0.030055 | 19.218133 | 18.805148 | 18.952785 | 26.154624 | 33,208.681276 | 32,556.352502 | 47,496.696752 | 55,489.028505 | 1,013.973881 | 1,008.862388 | 1,037.365104 | 1,073.560606 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.3066 | 20 | 665.452461 | 2026-06-07T01:58:24.854538 | 2026-06-07T02:09:30.349149 |
lfm2.5-1.2b | Q4_K_M | 1,024 | 256 | 1,024 | 668.55 | 161.152344 | 856.65692 | 856.561062 | 871.499296 | 879.150233 | 51.957513 | 52.46697 | 63.29712 | 64.847809 | 51.595919 | 52.492937 | 52.745489 | 52.863473 | 19.522935 | 0.028385 | 19.007565 | 18.625648 | 18.783586 | 25.771735 | 35,167.58182 | 35,225.302008 | 48,077.829506 | 53,966.29063 | 1,195.533963 | 1,195.478583 | 1,213.858545 | 1,221.335431 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.305078 | 20 | 704.603213 | 2026-06-07T02:09:51.337612 | 2026-06-07T02:21:35.985661 |
lfm2.5-1.2b | Q4_K_M | 2,048 | 256 | 2,048 | 711.7 | 178.007813 | 1,570.703077 | 1,571.180189 | 1,579.909011 | 1,594.737286 | 49.710957 | 50.043539 | 58.925374 | 65.656676 | 51.677352 | 52.453996 | 53.163349 | 53.360968 | 19.512461 | 0.026004 | 18.629252 | 18.247505 | 18.593413 | 25.371468 | 38,389.690745 | 38,067.78023 | 54,530.687121 | 59,245.541796 | 1,303.928214 | 1,303.47896 | 1,314.891128 | 1,319.809454 | 4.534862 | 49.869739 | 51.768415 | 54.5 | 4.302769 | 20 | 769.098192 | 2026-06-07T02:21:57.280724 | 2026-06-07T02:34:46.421287 |
lfm2.5-350m | Q4_K_M | 128 | 64 | 128 | 209.6 | 227.5 | 168.187737 | 168.063019 | 180.202125 | 191.151384 | 40.692285 | 39.330393 | 48.401193 | 54.22506 | 40.914179 | 41.964948 | 42.541724 | 43.637279 | 24.772042 | 0.113421 | 23.363538 | 23.356131 | 24.014232 | 36.031894 | 8,770.14935 | 7,287.790643 | 18,594.176004 | 24,100.381572 | 764.465181 | 761.619988 | 822.693648 | 872.859645 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.793899 | 20 | 176.334151 | 2026-06-06T23:16:44.184507 | 2026-06-06T23:19:40.573975 |
lfm2.5-350m | Q4_K_M | 512 | 64 | 512 | 384.75 | 501.171875 | 268.413317 | 269.073684 | 278.118012 | 282.522191 | 41.262554 | 40.797197 | 52.308913 | 55.750503 | 40.627539 | 41.801632 | 42.226604 | 42.36655 | 25.195042 | 0.062286 | 24.2803 | 23.628049 | 23.990844 | 41.927545 | 16,008.022748 | 17,326.250949 | 23,023.800811 | 28,917.787905 | 1,910.314426 | 1,902.824539 | 1,969.012442 | 2,134.675439 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.909909 | 20 | 321.101526 | 2026-06-06T23:20:01.510285 | 2026-06-06T23:25:22.642729 |
lfm2.5-350m | Q4_K_M | 1,024 | 64 | 1,024 | 450.65 | 604.140625 | 390.586338 | 389.607999 | 407.450345 | 414.123525 | 42.013635 | 43.16889 | 50.249813 | 51.019216 | 40.93893 | 41.704088 | 42.21389 | 45.422664 | 24.97644 | 0.053937 | 24.250226 | 23.455144 | 23.8801 | 41.229984 | 18,487.102328 | 16,827.974636 | 31,762.239412 | 34,127.031477 | 2,623.62205 | 2,628.283376 | 2,709.155387 | 2,728.286069 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.849956 | 20 | 370.801956 | 2026-06-06T23:25:43.526410 | 2026-06-06T23:31:54.357457 |
lfm2.5-350m | Q4_K_M | 2,048 | 64 | 2,048 | 481.55 | 652.421875 | 661.863316 | 660.778772 | 671.07083 | 680.477425 | 39.525552 | 39.302159 | 48.968582 | 55.960751 | 41.200205 | 42.159029 | 43.17377 | 43.877334 | 24.829174 | 0.050005 | 23.161603 | 22.732286 | 23.3482 | 41.168368 | 19,945.26741 | 15,885.443192 | 32,699.704684 | 46,054.996389 | 3,094.809939 | 3,099.373546 | 3,146.822558 | 3,156.063694 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.809568 | 20 | 399.963244 | 2026-06-06T23:32:15.350994 | 2026-06-06T23:38:55.351917 |
lfm2.5-350m | Q4_K_M | 128 | 128 | 128 | 250.3 | 95.546875 | 165.403117 | 167.202393 | 173.214138 | 183.611376 | 39.006061 | 38.744862 | 48.436004 | 54.210976 | 41.311094 | 41.8183 | 42.715831 | 47.767024 | 24.617185 | 0.096321 | 23.771049 | 23.565047 | 24.118754 | 37.822093 | 10,334.217714 | 9,271.953718 | 17,673.702605 | 28,057.810364 | 775.866437 | 765.541494 | 836.322076 | 853.080999 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.751428 | 20 | 207.638874 | 2026-06-06T23:39:16.483442 | 2026-06-06T23:42:44.176171 |
lfm2.5-350m | Q4_K_M | 512 | 128 | 512 | 409.3 | 219.765625 | 265.264313 | 266.541544 | 277.460299 | 280.902871 | 43.103037 | 43.13439 | 49.219222 | 57.210883 | 41.363235 | 42.033973 | 43.282867 | 43.576561 | 24.560975 | 0.057443 | 24.066174 | 23.485253 | 23.76759 | 36.705504 | 17,358.294124 | 16,321.436891 | 28,290.177841 | 34,180.911834 | 1,932.849873 | 1,920.901327 | 2,030.606463 | 2,044.583818 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.736012 | 20 | 348.169745 | 2026-06-06T23:43:05.160197 | 2026-06-06T23:48:53.354252 |
lfm2.5-350m | Q4_K_M | 1,024 | 128 | 1,024 | 542.4 | 323.75 | 391.033438 | 391.101989 | 399.260841 | 408.591146 | 35.157421 | 38.26429 | 44.903472 | 48.928692 | 41.031939 | 42.022425 | 42.706402 | 43.364047 | 25.072014 | 0.043778 | 24.49526 | 23.418267 | 23.720462 | 43.358244 | 22,783.752207 | 20,891.086473 | 38,551.004196 | 51,473.799484 | 2,619.798371 | 2,618.24457 | 2,681.22136 | 2,736.357221 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.876168 | 20 | 456.847272 | 2026-06-06T23:49:14.355184 | 2026-06-06T23:56:51.228336 |
lfm2.5-350m | Q4_K_M | 2,048 | 128 | 2,048 | 420.15 | 228.242188 | 660.883445 | 660.373092 | 673.985443 | 676.845646 | 39.550245 | 38.923764 | 47.64411 | 51.218304 | 41.420897 | 42.450107 | 43.054795 | 43.861622 | 24.698911 | 0.054865 | 23.252623 | 22.728748 | 23.224224 | 38.478143 | 18,176.145382 | 17,118.685495 | 35,165.788752 | 40,398.376551 | 3,099.707051 | 3,101.292859 | 3,159.991661 | 3,212.137662 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.773842 | 20 | 364.528699 | 2026-06-06T23:57:12.511985 | 2026-06-07T00:03:17.065846 |
lfm2.5-350m | Q4_K_M | 128 | 256 | 128 | 240.9 | -5.898438 | 168.128929 | 165.428982 | 176.361055 | 187.008037 | 41.681458 | 43.181255 | 51.52555 | 57.148955 | 40.934007 | 42.019947 | 43.044723 | 44.859543 | 24.814366 | 0.097044 | 23.45958 | 23.442224 | 23.847087 | 33.474459 | 10,254.2987 | 10,704.047343 | 19,700.823598 | 24,292.084485 | 762.789887 | 773.748608 | 791.057038 | 815.128407 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.805506 | 20 | 206.093029 | 2026-06-07T00:03:38.369413 | 2026-06-07T00:07:04.517141 |
lfm2.5-350m | Q4_K_M | 512 | 256 | 512 | 352.15 | 37.558594 | 266.182692 | 264.391291 | 286.276261 | 287.490309 | 40.546324 | 39.901615 | 46.87661 | 51.389989 | 41.198595 | 41.95143 | 43.113486 | 44.998676 | 24.619477 | 0.067091 | 23.391398 | 23.443696 | 23.876135 | 35.793121 | 14,855.547934 | 14,856.498291 | 24,871.832186 | 39,756.707452 | 1,927.746536 | 1,936.556303 | 2,033.587087 | 2,106.240965 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.752057 | 20 | 298.100546 | 2026-06-07T00:07:25.522757 | 2026-06-07T00:12:23.647442 |
lfm2.5-350m | Q4_K_M | 1,024 | 256 | 1,024 | 422.2 | 64.921875 | 394.430892 | 391.695939 | 404.445614 | 426.819595 | 40.9703 | 42.597719 | 50.722142 | 54.190989 | 40.64534 | 41.729795 | 42.550436 | 42.733316 | 25.028817 | 0.056659 | 23.390852 | 23.385854 | 23.589457 | 38.146883 | 17,598.331229 | 15,567.630149 | 31,507.288872 | 33,377.438579 | 2,598.372129 | 2,614.272707 | 2,665.96 | 2,713.427547 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.864321 | 20 | 352.987295 | 2026-06-07T00:12:44.889437 | 2026-06-07T00:18:37.904451 |
lfm2.5-350m | Q4_K_M | 2,048 | 256 | 2,048 | 424.6 | 65.859375 | 661.643103 | 662.155443 | 672.86017 | 690.246264 | 38.967013 | 41.567964 | 47.3572 | 50.870344 | 41.220071 | 42.018528 | 43.118807 | 44.722458 | 24.813997 | 0.055782 | 22.795607 | 22.937716 | 23.454802 | 40.357078 | 17,877.964078 | 17,353.355561 | 27,074.946674 | 45,228.877806 | 3,096.153964 | 3,092.931942 | 3,150.05548 | 3,177.654464 | 3.646219 | 47.066667 | 48.597907 | 51.187 | 6.805405 | 20 | 358.539924 | 2026-06-07T00:18:59.029706 | 2026-06-07T00:24:57.597831 |
llama3.2-1b | Q4_K_M | 128 | 64 | 128 | 315.4 | 392.8125 | 374.527289 | 359.002904 | 378.713018 | 602.152326 | 32.105211 | 32.244239 | 32.744744 | 33.306348 | 30.850552 | 30.814557 | 31.000504 | 31.080627 | 32.414639 | 0.098884 | 31.113857 | 31.32427 | 31.687845 | 31.692467 | 10,075.392372 | 10,566.103663 | 13,777.908708 | 15,660.687609 | 347.923941 | 356.545184 | 364.636754 | 366.814817 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.903654 | 20 | 202.256349 | 2026-06-06T07:33:29.872130 | 2026-06-06T07:36:52.169149 |
llama3.2-1b | Q4_K_M | 512 | 64 | 512 | 392.2 | 512.8125 | 623.069909 | 620.858508 | 627.814842 | 668.64582 | 32.458911 | 32.439743 | 32.698434 | 32.982868 | 31.116777 | 31.098377 | 31.184341 | 31.316165 | 32.137174 | 0.077877 | 30.465817 | 30.68768 | 30.960328 | 31.08017 | 12,801.421783 | 12,810.06204 | 16,841.990806 | 19,957.736426 | 822.08665 | 824.664585 | 831.772432 | 837.639897 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.853119 | 20 | 256.814288 | 2026-06-06T07:37:14.488296 | 2026-06-06T07:41:31.343451 |
llama3.2-1b | Q4_K_M | 1,024 | 64 | 1,024 | 677.95 | 959.296875 | 964.252978 | 963.11055 | 969.171417 | 978.870846 | 32.84429 | 32.844657 | 33.034069 | 33.175992 | 31.517675 | 31.468374 | 31.647978 | 32.007986 | 31.729016 | 0.044582 | 29.915232 | 30.180884 | 30.510954 | 30.875553 | 22,386.421138 | 18,256.593171 | 26,015.296682 | 88,293.327041 | 1,061.991764 | 1,063.221726 | 1,067.204511 | 1,067.476208 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.778782 | 20 | 448.608732 | 2026-06-06T07:41:53.543113 | 2026-06-06T07:49:22.196753 |
llama3.2-1b | Q4_K_M | 2,048 | 64 | 2,048 | 623.35 | 873.984375 | 1,663.823827 | 1,663.112702 | 1,667.768352 | 1,671.198929 | 33.553417 | 33.442228 | 34.218634 | 34.70214 | 32.078734 | 32.035384 | 32.23517 | 32.326193 | 31.173625 | 0.046072 | 27.774248 | 28.294217 | 29.615472 | 30.177833 | 21,661.268129 | 17,388.352472 | 32,933.277972 | 68,554.431389 | 1,230.903726 | 1,231.426024 | 1,233.391428 | 1,234.301298 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.677629 | 20 | 434.101037 | 2026-06-06T07:49:44.763503 | 2026-06-06T07:56:58.908579 |
llama3.2-1b | Q4_K_M | 128 | 128 | 128 | 289.8 | 126.40625 | 356.012654 | 356.088483 | 359.20432 | 371.112278 | 32.370766 | 32.327467 | 32.950823 | 33.300865 | 30.83459 | 30.829864 | 30.978157 | 30.991519 | 32.431549 | 0.107512 | 30.892653 | 31.260049 | 31.673652 | 31.784576 | 9,264.118356 | 8,992.466063 | 13,824.396771 | 19,808.133349 | 359.606332 | 359.461275 | 364.663922 | 366.199605 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.906733 | 20 | 186.026122 | 2026-06-06T07:57:21.210714 | 2026-06-06T08:00:27.276026 |
llama3.2-1b | Q4_K_M | 512 | 128 | 512 | 447.75 | 249.804688 | 622.588655 | 621.483717 | 630.312413 | 636.73564 | 32.515722 | 32.536967 | 32.689642 | 32.783497 | 31.149041 | 31.132511 | 31.271392 | 31.373554 | 32.103996 | 0.068581 | 30.67746 | 30.843546 | 31.067374 | 31.220587 | 14,540.938465 | 15,559.65008 | 17,663.484551 | 22,933.253074 | 822.429179 | 823.835149 | 829.599443 | 830.901822 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.847076 | 20 | 291.623919 | 2026-06-06T08:00:49.459748 | 2026-06-06T08:05:41.125553 |
llama3.2-1b | Q4_K_M | 1,024 | 128 | 1,024 | 555.1 | 333.671875 | 962.840026 | 961.837303 | 966.981477 | 974.210595 | 32.772918 | 32.798469 | 33.006649 | 33.055116 | 31.476776 | 31.464524 | 31.600598 | 31.766493 | 31.769884 | 0.054138 | 29.810397 | 30.092335 | 30.576476 | 30.710675 | 18,429.6761 | 17,911.599147 | 27,545.367097 | 34,000.826469 | 1,063.540945 | 1,064.629448 | 1,067.325021 | 1,070.936573 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.786225 | 20 | 369.428492 | 2026-06-06T08:06:03.427324 | 2026-06-06T08:12:12.899773 |
llama3.2-1b | Q4_K_M | 2,048 | 128 | 2,048 | 415.2 | 224.375 | 1,664.674451 | 1,663.33407 | 1,670.294045 | 1,676.473375 | 33.617401 | 33.581909 | 34.271637 | 34.537257 | 32.106647 | 32.071541 | 32.212322 | 32.546668 | 31.146881 | 0.066624 | 26.868225 | 27.589817 | 29.134263 | 29.264454 | 14,968.715061 | 14,007.911053 | 25,192.765613 | 27,815.60926 | 1,230.281058 | 1,231.261982 | 1,233.561361 | 1,236.223412 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.672758 | 20 | 300.191781 | 2026-06-06T08:12:35.249500 | 2026-06-06T08:17:35.481451 |
llama3.2-1b | Q4_K_M | 128 | 256 | 128 | 250.55 | -2.128906 | 357.220352 | 357.942159 | 361.266721 | 364.59994 | 32.328286 | 32.375885 | 32.521369 | 32.615172 | 30.866693 | 30.830094 | 30.935294 | 31.325117 | 32.398044 | 0.123622 | 29.986266 | 31.130626 | 31.600019 | 31.670948 | 8,052.327505 | 8,346.339587 | 12,759.485536 | 14,270.388227 | 358.379383 | 357.599698 | 365.508577 | 368.194439 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.900631 | 20 | 161.783729 | 2026-06-06T08:17:57.608427 | 2026-06-06T08:20:39.432120 |
llama3.2-1b | Q4_K_M | 512 | 256 | 512 | 392.25 | 53.222656 | 621.855797 | 621.915096 | 624.487868 | 628.497026 | 32.54459 | 32.526957 | 32.9189 | 33.233942 | 31.132193 | 31.121273 | 31.229651 | 31.243789 | 32.12123 | 0.077824 | 29.940661 | 30.678551 | 31.211351 | 31.24305 | 12,810.609764 | 12,835.095951 | 22,785.67605 | 23,787.07696 | 823.359594 | 823.263542 | 826.728505 | 830.878052 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.850215 | 20 | 256.989821 | 2026-06-06T08:21:01.590335 | 2026-06-06T08:25:18.622365 |
llama3.2-1b | Q4_K_M | 1,024 | 256 | 1,024 | 467.75 | 82.714844 | 963.490337 | 963.323918 | 967.926704 | 972.661615 | 32.707621 | 32.727051 | 32.999055 | 33.182541 | 31.437065 | 31.426263 | 31.580416 | 31.663843 | 31.809935 | 0.063687 | 29.042981 | 29.660629 | 30.536705 | 30.844895 | 15,661.101635 | 13,738.172941 | 24,150.704667 | 40,437.385763 | 1,062.819046 | 1,062.98618 | 1,067.013591 | 1,070.555902 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.793519 | 20 | 314.036725 | 2026-06-06T08:25:40.957798 | 2026-06-06T08:30:55.036360 |
llama3.2-1b | Q4_K_M | 2,048 | 256 | 2,048 | 564.7 | 120.585938 | 1,665.026689 | 1,664.438024 | 1,670.134118 | 1,675.791879 | 33.501232 | 33.429385 | 34.330679 | 34.374245 | 32.057524 | 32.049245 | 32.130122 | 32.306514 | 31.194156 | 0.050497 | 27.610831 | 27.694983 | 29.63207 | 30.07293 | 19,760.385322 | 14,475.965005 | 36,507.106519 | 49,882.000892 | 1,230.020165 | 1,230.445336 | 1,233.806955 | 1,234.844104 | 5.490607 | 52.797668 | 55.22322 | 57.406 | 5.681368 | 20 | 396.063573 | 2026-06-06T08:31:17.325078 | 2026-06-06T08:37:53.430147 |
qwen2.5-0.5b | Q4_K_M | 128 | 64 | 128 | 567.25 | 786.328125 | 278.170622 | 276.374323 | 289.07905 | 292.110539 | 26.30692 | 26.383974 | 26.803832 | 26.962759 | 24.246616 | 24.172104 | 24.846969 | 25.038122 | 41.250069 | 0.069888 | 38.576575 | 39.470191 | 40.420763 | 40.489812 | 14,273.352729 | 5,667.385676 | 16,678.350054 | 114,880.303215 | 460.40087 | 463.139988 | 470.659257 | 472.704723 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 9.412822 | 20 | 286.173801 | 2026-06-06T03:31:16.099278 | 2026-06-06T03:36:02.305292 |
qwen2.5-0.5b | Q4_K_M | 512 | 64 | 512 | 368.235294 | 475.367647 | 423.505903 | 419.189517 | 434.034469 | 438.739499 | 26.724161 | 26.724984 | 26.953173 | 27.229267 | 24.478515 | 24.416212 | 24.663932 | 24.894229 | 40.853759 | 0.024191 | 38.081672 | 38.759439 | 39.663734 | 40.103676 | 9,438.529655 | 7,596.314346 | 15,857.520023 | 33,289.811772 | 1,209.299808 | 1,221.40459 | 1,227.27383 | 1,230.026047 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 9.322388 | 17 | 702.743976 | 2026-06-06T03:36:23.201304 | 2026-06-06T03:48:05.990834 |
qwen2.5-0.5b | Q4_K_M | 1,024 | 64 | 1,024 | 1,343.058824 | 1,998.529412 | 626.650068 | 625.171491 | 633.46908 | 643.197667 | 27.027136 | 26.917108 | 27.390836 | 28.678403 | 24.886068 | 24.835814 | 25.355644 | 25.598924 | 40.189592 | 0.015025 | 37.317534 | 38.533015 | 39.246883 | 39.338451 | 34,566.83859 | 12,949.934128 | 95,931.285146 | 164,477.694405 | 1,634.245906 | 1,637.95057 | 1,648.506985 | 1,650.748563 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 9.170832 | 17 | 1,131.457384 | 2026-06-06T03:48:27.028826 | 2026-06-06T04:07:18.520777 |
qwen2.5-0.5b | Q4_K_M | 2,048 | 64 | 2,048 | 1,023.368421 | 1,499.013158 | 1,076.745871 | 1,076.934214 | 1,082.673538 | 1,085.14851 | 27.728896 | 27.613771 | 28.236235 | 28.563482 | 25.413852 | 25.418469 | 25.512962 | 25.528008 | 39.348983 | 0.027296 | 35.877086 | 37.36239 | 38.62789 | 38.702881 | 27,104.242923 | 20,769.549142 | 63,501.506918 | 74,163.979828 | 1,902.063854 | 1,901.694619 | 1,913.711322 | 1,917.26852 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 8.979014 | 19 | 696.075424 | 2026-06-06T04:07:39.445266 | 2026-06-06T04:19:15.560664 |
qwen2.5-0.5b | Q4_K_M | 128 | 128 | 128 | 374.2 | 192.34375 | 275.181997 | 274.948321 | 279.670215 | 283.755451 | 26.658745 | 26.70724 | 27.039546 | 27.921542 | 24.14868 | 24.050484 | 24.331506 | 24.868342 | 41.413918 | 0.106081 | 38.753989 | 39.710295 | 40.628892 | 40.745345 | 9,394.002669 | 5,966.348301 | 12,825.048655 | 62,247.304357 | 465.250077 | 465.542341 | 474.439645 | 475.6942 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 9.45021 | 20 | 188.535409 | 2026-06-06T04:19:36.392768 | 2026-06-06T04:22:44.960180 |
qwen2.5-0.5b | Q4_K_M | 512 | 128 | 512 | 544.631579 | 325.493421 | 420.742539 | 420.20877 | 428.470475 | 430.334134 | 26.670528 | 26.577802 | 27.004743 | 27.291615 | 24.486757 | 24.403972 | 24.761032 | 25.137015 | 40.841797 | 0.042667 | 36.777389 | 38.751873 | 39.601404 | 40.171618 | 13,906.712628 | 7,159.992159 | 20,344.27597 | 98,575.124766 | 1,217.05833 | 1,218.441966 | 1,235.615426 | 1,240.912954 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 9.319659 | 19 | 445.306509 | 2026-06-06T04:23:06.000892 | 2026-06-06T04:30:31.347953 |
qwen2.5-0.5b | Q4_K_M | 1,024 | 128 | 1,024 | 657.117647 | 413.373162 | 624.693878 | 623.970557 | 630.451184 | 636.156411 | 26.787245 | 26.717468 | 27.177737 | 27.272467 | 24.741652 | 24.677534 | 24.884455 | 25.305153 | 40.419917 | 0.026123 | 37.73486 | 37.746549 | 39.275059 | 39.331928 | 17,010.718876 | 8,583.566048 | 28,888.823591 | 88,600.276763 | 1,639.308283 | 1,641.103075 | 1,656.245942 | 1,658.448192 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 9.22339 | 17 | 650.768398 | 2026-06-06T04:30:52.256471 | 2026-06-06T04:44:43.997407 |
qwen2.5-0.5b | Q4_K_M | 2,048 | 128 | 2,048 | 1,746 | 1,264.0625 | 1,073.676119 | 1,072.96939 | 1,080.735793 | 1,084.31238 | 27.603055 | 27.701047 | 27.915026 | 28.446108 | 25.428514 | 25.452364 | 25.516078 | 25.55577 | 39.326334 | 0.021945 | 36.927684 | 38.04311 | 38.816201 | 38.930253 | 45,514.459495 | 34,829.738636 | 99,309.480234 | 122,642.491249 | 1,907.516919 | 1,908.721769 | 1,917.181049 | 1,928.26579 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 8.973846 | 20 | 911.350898 | 2026-06-06T04:45:04.968179 | 2026-06-06T05:00:16.368940 |
qwen2.5-0.5b | Q4_K_M | 128 | 256 | 128 | 204.631579 | -20.065789 | 276.910265 | 275.638308 | 284.638951 | 286.758334 | 26.682652 | 26.580662 | 27.030712 | 27.615344 | 24.087242 | 24.030666 | 24.277115 | 24.327705 | 41.516876 | 0.067925 | 38.319052 | 39.175024 | 40.386822 | 40.553845 | 5,181.059994 | 4,620.290686 | 8,844.100897 | 9,839.164432 | 462.421236 | 464.376671 | 473.427159 | 480.302942 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 9.473704 | 19 | 279.721979 | 2026-06-06T05:00:37.319372 | 2026-06-06T05:05:17.073760 |
qwen2.5-0.5b | Q4_K_M | 512 | 256 | 512 | 364.055556 | 42.209201 | 420.771415 | 420.843478 | 426.246562 | 429.153137 | 26.802707 | 26.642657 | 27.396292 | 28.212967 | 24.419218 | 24.407067 | 24.563945 | 24.641936 | 40.952003 | 0.03396 | 38.054233 | 39.058988 | 39.915965 | 40.03371 | 9,300.471091 | 8,545.578781 | 17,381.080182 | 24,365.522196 | 1,216.966392 | 1,216.604525 | 1,236.900026 | 1,242.701342 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 9.344806 | 18 | 530.037694 | 2026-06-06T05:05:37.887700 | 2026-06-06T05:14:27.962536 |
qwen2.5-0.5b | Q4_K_M | 1,024 | 256 | 1,024 | 1,150.947368 | 349.588816 | 624.021729 | 622.983938 | 631.88888 | 638.535891 | 26.930177 | 26.96645 | 27.201606 | 27.441043 | 24.861404 | 24.780012 | 25.204022 | 25.311511 | 40.226729 | 0.033844 | 37.502196 | 38.549601 | 39.35686 | 39.366469 | 29,502.163648 | 11,880.797385 | 63,483.151748 | 148,049.603357 | 1,641.146297 | 1,643.702089 | 1,661.673461 | 1,666.331222 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 9.179307 | 19 | 561.404934 | 2026-06-06T05:14:49.046729 | 2026-06-06T05:27:10.999037 |
qwen2.5-0.5b | Q4_K_M | 2,048 | 256 | 2,048 | 755.7 | 195.195313 | 1,073.426665 | 1,072.705251 | 1,081.578348 | 1,087.054246 | 27.406265 | 27.7359 | 28.036267 | 28.174654 | 25.372954 | 25.364206 | 25.47749 | 25.510828 | 39.412408 | 0.04925 | 34.986376 | 36.032663 | 38.421878 | 38.744196 | 20,266.526439 | 12,640.058107 | 51,543.338006 | 84,557.255715 | 1,907.969804 | 1,909.191737 | 1,921.124944 | 1,925.476841 | 4.382328 | 50.584318 | 52.836873 | 54.375 | 8.993487 | 20 | 406.091708 | 2026-06-06T05:27:31.929902 | 2026-06-06T05:34:18.068265 |
qwen3-0.6b | Q8_0 | 128 | 64 | 128 | 651.2 | 917.5 | 270.53526 | 266.425181 | 274.760432 | 327.621488 | 27.903031 | 28.164878 | 28.87619 | 29.157015 | 26.686471 | 26.680072 | 26.873714 | 27.096597 | 37.473957 | 0.056532 | 36.922952 | 36.913604 | 37.070129 | 37.105711 | 17,649.942664 | 17,442.480619 | 22,011.037299 | 28,743.662254 | 474.547646 | 480.447656 | 486.654504 | 488.583211 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 8.005126 | 20 | 353.784239 | 2026-06-06T05:35:20.457330 | 2026-06-06T05:41:14.287114 |
qwen3-0.6b | Q8_0 | 512 | 64 | 512 | 886.25 | 1,284.765625 | 462.119198 | 459.099705 | 471.947158 | 494.093689 | 30.197204 | 29.253717 | 35.112495 | 36.169179 | 27.784174 | 27.6861 | 28.138555 | 28.443495 | 35.995008 | 0.039739 | 35.320872 | 35.387154 | 35.497599 | 35.522703 | 25,119.464509 | 23,119.758471 | 35,962.903797 | 39,800.820202 | 1,108.446327 | 1,115.226166 | 1,127.425271 | 1,130.052215 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 7.689196 | 20 | 503.289319 | 2026-06-06T05:41:35.422019 | 2026-06-06T05:49:58.751914 |
qwen3-0.6b | Q8_0 | 1,024 | 64 | 1,024 | 940.5 | 1,369.53125 | 711.942361 | 711.93089 | 718.389278 | 721.517438 | 30.534916 | 30.421484 | 32.002827 | 33.346228 | 28.936367 | 28.832796 | 29.447365 | 29.997802 | 34.565466 | 0.035542 | 33.569417 | 33.639695 | 33.75018 | 33.795916 | 28,089.314411 | 23,702.853536 | 43,662.875372 | 69,059.154448 | 1,438.375359 | 1,438.341862 | 1,450.507619 | 1,454.748248 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 7.383819 | 20 | 562.7189 | 2026-06-06T05:50:19.924760 | 2026-06-06T05:59:42.687968 |
qwen3-0.6b | Q8_0 | 2,048 | 64 | 2,048 | 1,256.8 | 1,863.75 | 1,262.227511 | 1,262.377726 | 1,267.661356 | 1,270.92027 | 33.245531 | 33.214451 | 33.757744 | 34.723937 | 30.785119 | 30.782181 | 30.890493 | 30.924463 | 32.4835 | 0.024972 | 30.997123 | 30.882845 | 31.918055 | 31.991937 | 39,992.769761 | 24,722.531478 | 84,719.217505 | 115,309.768102 | 1,622.54794 | 1,622.335479 | 1,630.354097 | 1,634.007355 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 6.939073 | 20 | 800.904762 | 2026-06-06T06:00:04.006321 | 2026-06-06T06:13:24.955832 |
qwen3-0.6b | Q8_0 | 128 | 128 | 128 | 744.45 | 481.601563 | 268.579584 | 268.043004 | 274.46493 | 282.906968 | 28.5787 | 28.516409 | 29.086647 | 29.668654 | 26.792272 | 26.798694 | 27.073642 | 27.214668 | 37.326539 | 0.049332 | 36.843028 | 36.883914 | 37.014842 | 37.118801 | 20,229.392845 | 19,639.811971 | 27,998.117213 | 31,192.250856 | 476.767647 | 477.53581 | 485.630994 | 490.17454 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 7.973635 | 20 | 405.419211 | 2026-06-06T06:13:46.391994 | 2026-06-06T06:20:31.848732 |
qwen3-0.6b | Q8_0 | 512 | 128 | 512 | 965.65 | 654.414063 | 460.880189 | 459.575039 | 467.940442 | 477.092612 | 29.290277 | 29.455941 | 30.007362 | 30.853999 | 27.922439 | 27.820242 | 28.371703 | 29.201814 | 35.822307 | 0.036183 | 35.145007 | 35.286849 | 35.485452 | 35.505327 | 27,592.562989 | 25,777.393996 | 37,902.933063 | 69,704.17591 | 1,111.158716 | 1,114.072961 | 1,131.974073 | 1,132.544279 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 7.652304 | 20 | 552.748823 | 2026-06-06T06:20:53.006563 | 2026-06-06T06:30:05.818402 |
qwen3-0.6b | Q8_0 | 1,024 | 128 | 1,024 | 1,072.85 | 738.164063 | 715.004505 | 714.603338 | 720.137878 | 725.533711 | 31.063276 | 30.880149 | 31.403677 | 35.559335 | 28.968103 | 28.919444 | 29.471347 | 30.158101 | 34.529783 | 0.031127 | 33.554248 | 33.652202 | 33.734562 | 33.765068 | 32,078.631228 | 27,278.549414 | 45,148.971065 | 100,046.608264 | 1,432.226698 | 1,432.962913 | 1,444.221277 | 1,447.585692 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 7.376197 | 20 | 642.536631 | 2026-06-06T06:30:27.024185 | 2026-06-06T06:41:09.610808 |
qwen3-0.6b | Q8_0 | 2,048 | 128 | 2,048 | 1,225.05 | 857.070313 | 1,262.132731 | 1,261.787059 | 1,270.640102 | 1,272.883502 | 33.675771 | 33.398947 | 34.341934 | 37.035292 | 30.761111 | 30.782733 | 30.866308 | 30.884812 | 32.508874 | 0.025624 | 31.051261 | 31.109561 | 31.962786 | 32.016211 | 38,975.012649 | 29,104.636335 | 96,019.792902 | 101,146.534295 | 1,622.677801 | 1,623.094806 | 1,630.834592 | 1,632.077285 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 6.944493 | 20 | 780.503319 | 2026-06-06T06:41:31.068910 | 2026-06-06T06:54:31.642263 |
qwen3-0.6b | Q8_0 | 128 | 256 | 128 | 771.55 | 201.386719 | 267.370347 | 264.585213 | 275.140995 | 277.945027 | 28.895471 | 28.400625 | 29.970393 | 32.910514 | 26.804715 | 26.774016 | 27.082436 | 27.333525 | 37.309398 | 0.047601 | 36.850104 | 36.92161 | 37.008576 | 37.062716 | 20,966.531785 | 20,302.860874 | 28,533.455884 | 34,798.92432 | 478.939187 | 483.777018 | 489.434056 | 489.89163 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 7.969973 | 20 | 420.15841 | 2026-06-06T06:54:52.719292 | 2026-06-06T07:01:52.919709 |
qwen3-0.6b | Q8_0 | 512 | 256 | 512 | 904 | 253.125 | 459.113437 | 457.675421 | 464.942982 | 469.935874 | 29.772106 | 29.572582 | 30.769679 | 38.45522 | 27.808191 | 27.767877 | 28.207384 | 28.557028 | 35.966287 | 0.038875 | 35.270048 | 35.342155 | 35.48464 | 35.501643 | 25,678.994602 | 24,323.496729 | 36,435.605477 | 45,491.386139 | 1,115.32212 | 1,118.696779 | 1,128.421407 | 1,132.005771 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 7.68306 | 20 | 514.469746 | 2026-06-06T07:02:14.100348 | 2026-06-06T07:10:48.612732 |
qwen3-0.6b | Q8_0 | 1,024 | 256 | 1,024 | 827.3 | 223.164063 | 714.977789 | 713.298128 | 721.857664 | 726.946111 | 30.384656 | 30.577239 | 30.855398 | 31.91982 | 28.829419 | 28.812954 | 29.152292 | 29.330029 | 34.689238 | 0.040592 | 33.645862 | 33.67717 | 33.740696 | 33.773876 | 24,590.05431 | 23,467.850083 | 32,414.691561 | 39,572.624561 | 1,432.297518 | 1,435.585893 | 1,443.992526 | 1,445.84824 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 7.410259 | 20 | 492.703466 | 2026-06-06T07:11:09.655490 | 2026-06-06T07:19:22.399592 |
qwen3-0.6b | Q8_0 | 2,048 | 256 | 2,048 | 1,184.25 | 362.597656 | 1,264.254068 | 1,263.442217 | 1,269.585293 | 1,272.105943 | 33.400928 | 33.466358 | 33.966314 | 34.06525 | 30.796239 | 30.811143 | 30.89575 | 30.933279 | 32.471693 | 0.026452 | 30.995583 | 30.950905 | 31.762356 | 31.990943 | 37,752.675336 | 26,395.937865 | 62,638.867837 | 117,482.9639 | 1,619.953089 | 1,620.968616 | 1,628.002645 | 1,633.426366 | 4.681245 | 52.993572 | 55.126248 | 56.718 | 6.936551 | 20 | 756.077654 | 2026-06-06T07:19:43.738255 | 2026-06-06T07:32:19.866527 |
smollm2-135m | Q4_K_M | 128 | 64 | 128 | 546.75 | 754.296875 | 115.463781 | 115.091294 | 117.432044 | 122.357967 | 13.749203 | 13.778535 | 14.280112 | 14.808243 | 10.879935 | 10.845492 | 10.961353 | 11.687137 | 91.955919 | 0.157013 | 85.803 | 88.648845 | 89.933869 | 89.967047 | 6,345.80547 | 2,610.604652 | 6,236.802547 | 59,717.581364 | 1,109.058259 | 1,112.160588 | 1,129.662584 | 1,143.298825 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 24.310037 | 20 | 127.378227 | 2026-06-06T01:40:33.656832 | 2026-06-06T01:42:41.051850 |
smollm2-135m | Q4_K_M | 512 | 64 | 512 | 720.5 | 1,025.78125 | 206.57109 | 205.858367 | 209.192362 | 214.880452 | 13.782271 | 13.714588 | 14.289696 | 14.898665 | 11.142413 | 11.102783 | 11.267548 | 11.800909 | 89.787578 | 0.116902 | 80.961803 | 84.430269 | 86.781236 | 87.160292 | 8,533.342136 | 2,919.293201 | 11,860.608121 | 65,215.658103 | 2,479.057747 | 2,487.158956 | 2,507.918734 | 2,523.404212 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 23.736801 | 20 | 171.083654 | 2026-06-06T01:43:01.126768 | 2026-06-06T01:45:52.283273 |
smollm2-135m | Q4_K_M | 1,024 | 64 | 1,024 | 516.3 | 706.71875 | 332.137493 | 331.757081 | 334.131801 | 339.050898 | 14.039304 | 14.038126 | 14.279755 | 14.407263 | 11.353267 | 11.307759 | 11.486329 | 11.789878 | 88.093784 | 0.159588 | 81.254873 | 81.684869 | 84.440998 | 84.754687 | 6,243.660339 | 4,373.503565 | 12,349.354736 | 23,408.901078 | 3,083.225407 | 3,086.595787 | 3,104.895349 | 3,106.696879 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 23.289019 | 20 | 125.322344 | 2026-06-06T01:46:12.401043 | 2026-06-06T01:48:17.746041 |
smollm2-135m | Q4_K_M | 2,048 | 64 | 2,048 | 427.6 | 568.125 | 623.701331 | 624.015895 | 625.820092 | 630.580984 | 14.745235 | 14.774412 | 15.011466 | 15.352248 | 11.87197 | 11.871145 | 11.989683 | 12.019815 | 84.239664 | 0.174516 | 72.165656 | 71.850404 | 78.660973 | 80.040033 | 5,708.424495 | 4,210.034718 | 11,269.739479 | 15,382.969533 | 3,283.683765 | 3,281.967692 | 3,295.612377 | 3,312.022284 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 22.27012 | 20 | 114.602462 | 2026-06-06T01:48:38.128336 | 2026-06-06T01:50:32.752065 |
smollm2-135m | Q4_K_M | 128 | 128 | 128 | 608.75 | 375.585938 | 114.67845 | 114.352469 | 116.314787 | 122.269177 | 13.901231 | 13.932867 | 14.327689 | 14.66182 | 10.86905 | 10.823427 | 10.980221 | 11.642484 | 92.044208 | 0.142182 | 87.722802 | 89.045918 | 90.190682 | 90.868043 | 7,010.291201 | 3,694.046821 | 6,634.500732 | 62,118.167456 | 1,116.698979 | 1,119.346187 | 1,144.012344 | 1,145.220509 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 24.333378 | 20 | 140.664402 | 2026-06-06T01:50:52.841479 | 2026-06-06T01:53:13.526534 |
smollm2-135m | Q4_K_M | 512 | 128 | 512 | 873.1 | 582.109375 | 206.296716 | 205.189944 | 209.646755 | 212.885834 | 13.866418 | 13.985343 | 14.141914 | 14.380517 | 11.147882 | 11.113705 | 11.256229 | 11.76579 | 89.728704 | 0.096681 | 84.047954 | 85.429045 | 87.26797 | 87.435439 | 10,324.049498 | 3,774.460775 | 6,876.986217 | 108,058.405863 | 2,482.251766 | 2,495.249129 | 2,506.976051 | 2,529.985673 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 23.721237 | 20 | 206.866334 | 2026-06-06T01:53:33.561864 | 2026-06-06T01:57:00.554930 |
smollm2-135m | Q4_K_M | 1,024 | 128 | 1,024 | 301.1 | 135.234375 | 331.94332 | 331.105525 | 334.651314 | 338.126644 | 13.960467 | 14.039059 | 14.402871 | 14.805982 | 11.234102 | 11.240416 | 11.297192 | 11.338017 | 89.017458 | 0.268371 | 79.457516 | 80.991822 | 83.725003 | 84.491563 | 3,707.553886 | 3,702.691054 | 5,742.608471 | 7,067.330385 | 3,085.03227 | 3,092.670623 | 3,101.93458 | 3,121.115521 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 23.533207 | 20 | 74.523737 | 2026-06-06T01:57:20.655039 | 2026-06-06T01:58:35.197019 |
smollm2-135m | Q4_K_M | 2,048 | 128 | 2,048 | 527.55 | 312.148438 | 624.337755 | 624.137347 | 628.131993 | 630.683892 | 14.818155 | 14.797003 | 15.064374 | 15.4092 | 11.886556 | 11.892636 | 11.958565 | 12.041756 | 84.132773 | 0.144125 | 72.777804 | 74.262421 | 78.315044 | 81.254505 | 6,915.227988 | 5,190.147756 | 10,068.664439 | 29,733.905257 | 3,280.342895 | 3,281.329077 | 3,297.854142 | 3,306.927519 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 22.241862 | 20 | 138.768721 | 2026-06-06T01:58:55.593544 | 2026-06-06T02:01:14.381864 |
smollm2-135m | Q4_K_M | 128 | 256 | 128 | 573.8 | 124.140625 | 114.299452 | 113.613299 | 116.246619 | 121.296276 | 14.012486 | 13.927058 | 14.295913 | 15.607117 | 10.821312 | 10.774271 | 10.884999 | 11.597607 | 92.448621 | 0.150714 | 88.393351 | 88.574991 | 90.277798 | 90.401358 | 6,612.210913 | 2,701.322151 | 6,163.896395 | 62,615.332094 | 1,120.31065 | 1,126.62959 | 1,143.259788 | 1,146.454813 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 24.440291 | 20 | 132.70178 | 2026-06-06T02:01:34.466024 | 2026-06-06T02:03:47.188220 |
smollm2-135m | Q4_K_M | 512 | 256 | 512 | 661.35 | 158.339844 | 207.932785 | 207.897504 | 213.151876 | 215.139588 | 13.988485 | 13.935167 | 14.301679 | 14.620652 | 11.074935 | 11.021517 | 11.151057 | 11.825898 | 90.32781 | 0.127117 | 82.080692 | 85.05259 | 86.594744 | 87.650596 | 7,841.546191 | 3,412.678985 | 7,163.100334 | 74,437.432048 | 2,463.115231 | 2,462.752325 | 2,510.858295 | 2,523.493107 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 23.87962 | 20 | 157.335875 | 2026-06-06T02:04:07.408965 | 2026-06-06T02:06:44.764963 |
smollm2-135m | Q4_K_M | 1,024 | 256 | 1,024 | 1,036.8 | 305 | 331.87445 | 331.010751 | 335.146309 | 339.151829 | 14.046138 | 14.057914 | 14.324273 | 14.567479 | 11.306799 | 11.236745 | 11.566466 | 11.905148 | 88.470534 | 0.08003 | 79.341119 | 80.823484 | 84.371769 | 84.761271 | 12,464.408713 | 3,568.08794 | 18,910.035087 | 109,209.389592 | 3,085.696001 | 3,093.555456 | 3,107.82367 | 3,113.128132 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 23.388619 | 20 | 249.906326 | 2026-06-06T02:07:04.949000 | 2026-06-06T02:11:14.873622 |
smollm2-135m | Q4_K_M | 2,048 | 256 | 2,048 | 429.2 | 67.65625 | 624.061279 | 623.297324 | 627.589653 | 631.883016 | 14.873603 | 14.901584 | 15.162578 | 15.187172 | 11.865417 | 11.845865 | 12.014105 | 12.028436 | 84.282762 | 0.173998 | 70.243062 | 72.683249 | 79.063503 | 80.573544 | 5,725.814644 | 4,423.33022 | 12,356.046771 | 16,668.17692 | 3,281.803186 | 3,285.751797 | 3,295.134866 | 3,296.327196 | 3.782632 | 48.276675 | 50.387205 | 53.343 | 22.281514 | 20 | 114.943938 | 2026-06-06T02:11:35.029135 | 2026-06-06T02:13:29.992413 |
smollm2-360m | Q8_0 | 128 | 64 | 128 | 380.8 | 495 | 135.404241 | 135.558338 | 138.428258 | 139.314894 | 21.090817 | 21.110739 | 21.311661 | 21.661116 | 18.262838 | 18.165092 | 18.364933 | 19.559002 | 54.777154 | 0.136758 | 52.518354 | 53.519455 | 54.149629 | 54.202478 | 7,285.203617 | 4,734.910076 | 9,314.517814 | 48,971.35163 | 945.58513 | 944.243481 | 965.2373 | 972.068398 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 12.332447 | 20 | 146.24415 | 2026-06-06T02:14:22.827456 | 2026-06-06T02:16:49.095694 |
smollm2-360m | Q8_0 | 512 | 64 | 512 | 567.315789 | 786.430921 | 288.400855 | 287.062525 | 291.885718 | 302.877327 | 21.346318 | 21.342204 | 21.590513 | 22.058459 | 18.764949 | 18.628897 | 19.116779 | 20.206328 | 53.317116 | 0.088057 | 49.736573 | 50.806691 | 51.786592 | 51.834571 | 11,325.925069 | 5,196.165986 | 17,666.533722 | 80,897.650044 | 1,775.716205 | 1,783.583559 | 1,794.883965 | 1,797.022982 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 12.003736 | 19 | 215.770433 | 2026-06-06T02:17:09.117161 | 2026-06-06T02:23:45.016152 |
smollm2-360m | Q8_0 | 1,024 | 64 | 1,024 | 569.052632 | 789.144737 | 494.03558 | 493.204298 | 497.227745 | 501.455628 | 22.178393 | 22.203999 | 22.510096 | 23.096979 | 19.654016 | 19.482784 | 20.193192 | 20.630953 | 50.898474 | 0.08429 | 43.846143 | 47.869967 | 49.002705 | 49.158534 | 11,835.473425 | 6,914.565045 | 23,888.076819 | 63,118.059231 | 2,072.797547 | 2,076.218728 | 2,084.107309 | 2,091.705582 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 11.459206 | 19 | 225.412989 | 2026-06-06T02:24:05.286556 | 2026-06-06T02:30:51.013458 |
smollm2-360m | Q8_0 | 2,048 | 64 | 2,048 | 379.7 | 493.28125 | 974.556416 | 973.526941 | 978.287986 | 994.660146 | 23.384703 | 23.551273 | 23.788123 | 24.249583 | 20.634008 | 20.645089 | 20.726567 | 20.74541 | 48.464179 | 0.113244 | 41.501119 | 42.475578 | 45.147096 | 45.985583 | 8,801.657961 | 7,698.985028 | 14,969.911167 | 20,561.583868 | 2,101.550264 | 2,103.691198 | 2,110.40129 | 2,117.87157 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 10.911153 | 20 | 176.609137 | 2026-06-06T02:31:11.231068 | 2026-06-06T02:34:07.869004 |
smollm2-360m | Q8_0 | 128 | 128 | 128 | 962.5 | 651.953125 | 135.580648 | 134.436957 | 138.306319 | 144.803003 | 21.199723 | 21.19067 | 21.477372 | 21.74329 | 18.528082 | 18.277789 | 20.160276 | 20.307898 | 54.050056 | 0.051951 | 52.24239 | 53.278385 | 53.778969 | 53.854967 | 19,212.762678 | 4,596.495145 | 84,136.03667 | 121,946.378839 | 944.576198 | 952.120634 | 961.31849 | 965.608249 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 12.168749 | 20 | 384.97917 | 2026-06-06T02:34:28.157774 | 2026-06-06T02:40:53.163674 |
smollm2-360m | Q8_0 | 512 | 128 | 512 | 1,495.9 | 1,068.671875 | 288.985822 | 288.754793 | 291.35614 | 294.947559 | 21.747512 | 21.742814 | 22.004174 | 22.66581 | 19.188929 | 18.742193 | 20.334872 | 20.47226 | 52.184282 | 0.033029 | 50.018788 | 50.332135 | 51.626849 | 51.949221 | 30,230.754819 | 8,025.848053 | 90,864.804567 | 132,448.996489 | 1,771.869442 | 1,773.130905 | 1,789.01456 | 1,801.080098 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 11.748691 | 20 | 605.52483 | 2026-06-06T02:41:13.521841 | 2026-06-06T02:51:19.073035 |
smollm2-360m | Q8_0 | 1,024 | 128 | 1,024 | 711.947368 | 456.208882 | 493.600613 | 493.844079 | 495.735845 | 497.19521 | 22.244326 | 22.330739 | 22.652852 | 22.776723 | 19.613823 | 19.495138 | 20.19708 | 20.435226 | 51.002742 | 0.067903 | 47.075778 | 48.415795 | 49.170625 | 49.413914 | 14,694.476542 | 8,303.075528 | 34,825.982782 | 60,782.399624 | 2,074.587461 | 2,073.528961 | 2,083.149729 | 2,096.188006 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 11.482681 | 19 | 279.812078 | 2026-06-06T02:51:39.290102 | 2026-06-06T02:59:19.912005 |
smollm2-360m | Q8_0 | 2,048 | 128 | 2,048 | 697.05 | 444.570313 | 973.700367 | 973.201372 | 976.084308 | 978.801645 | 23.610258 | 23.629989 | 23.884513 | 24.591047 | 20.600722 | 20.573194 | 20.818525 | 20.852368 | 48.544695 | 0.064709 | 39.249316 | 39.910709 | 47.056949 | 47.558012 | 15,418.390368 | 5,462.772433 | 47,733.335371 | 92,769.455702 | 2,103.329118 | 2,104.39491 | 2,106.943631 | 2,114.17654 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 10.92928 | 20 | 309.076194 | 2026-06-06T02:59:40.371422 | 2026-06-06T03:04:49.477065 |
smollm2-360m | Q8_0 | 128 | 256 | 128 | 535.45 | 109.160156 | 136.668578 | 134.388706 | 144.296318 | 147.945747 | 21.50146 | 21.425484 | 22.614231 | 24.126176 | 18.423634 | 18.245612 | 18.622461 | 20.140655 | 54.31878 | 0.094742 | 52.274943 | 52.573412 | 53.706965 | 53.773438 | 10,525.692043 | 3,848.376891 | 13,458.99181 | 85,790.272154 | 937.610389 | 952.464683 | 960.249231 | 964.28198 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 12.229249 | 20 | 211.099995 | 2026-06-06T03:05:10.856747 | 2026-06-06T03:08:41.984614 |
smollm2-360m | Q8_0 | 512 | 256 | 512 | 837.1 | 226.992188 | 290.121573 | 287.932125 | 293.959137 | 314.194591 | 21.671034 | 21.60982 | 22.082451 | 22.306873 | 19.035702 | 18.671599 | 20.098365 | 20.414444 | 52.588822 | 0.058729 | 46.464152 | 49.257276 | 51.166048 | 51.505755 | 16,992.51714 | 4,355.07273 | 53,181.230144 | 90,926.614867 | 1,765.756049 | 1,778.196874 | 1,791.479096 | 1,794.899524 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 11.839769 | 20 | 340.545047 | 2026-06-06T03:09:02.633775 | 2026-06-06T03:14:43.203938 |
smollm2-360m | Q8_0 | 1,024 | 256 | 1,024 | 825.578947 | 222.491776 | 494.894656 | 493.743895 | 497.658243 | 512.038723 | 22.234164 | 22.42618 | 23.067492 | 23.213544 | 19.625957 | 19.392917 | 20.423454 | 20.635621 | 50.979084 | 0.058045 | 43.380368 | 47.258472 | 48.824039 | 49.393664 | 17,193.113914 | 5,670.940842 | 44,364.306016 | 131,869.854658 | 2,069.342151 | 2,073.949694 | 2,083.794039 | 2,086.471782 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 11.477355 | 19 | 327.332132 | 2026-06-06T03:15:03.477222 | 2026-06-06T03:23:31.426826 |
smollm2-360m | Q8_0 | 2,048 | 256 | 2,048 | 877.95 | 242.949219 | 973.777695 | 973.82539 | 976.586881 | 978.438846 | 23.373024 | 23.442816 | 23.768497 | 23.856811 | 20.633564 | 20.603615 | 20.806767 | 20.812123 | 48.46615 | 0.052062 | 42.147561 | 43.383581 | 46.935688 | 47.567738 | 19,171.113275 | 8,689.82583 | 43,549.51065 | 93,820.913539 | 2,103.160697 | 2,103.046468 | 2,108.579258 | 2,114.115804 | 4.44171 | 50.498407 | 52.732223 | 54.812 | 10.911597 | 20 | 384.156759 | 2026-06-06T03:23:51.763532 | 2026-06-06T03:30:15.953068 |
Date: 2026-06-07 02:35
Backends: ollama
Sweep: prompt ∈ {128,512,1024,2048} tok × gen ∈ {64,128,256} tok
Artifacts: /home/yuvrajsingh/Desktop/benchmark/smolbenchmark/non-reasoning-models/artifacts/blog-all-20260606-0139-15w
Power = VDD_CPU_GPU_CV avg over aiperf window.
| Model | Quant | ISL | OSL | OSL mis% | TTFT avg | p50 | p90 | p99 | T2T avg | p50 | p90 | p99 | ITL avg | p50 | p90 | p99 | Tok/s | Req/s | E2E avg | p50 | p90 | p99 | RL avg | p50 | p90 | p99 | Prefill avg | p50 | p90 | p99 | Power (W) | Tok/J |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| gemma3-1b | Q4_K_M | 128 | 629.8 | 883.98 | 397.6 | 398.8 | 405.0 | 408.8 | 42.39 | 42.75 | 43.01 | 44.08 | 40.86 | 40.85 | 40.95 | 41.07 | 24.48 | 0.038 | 23.93 | 24.15 | 24.22 | 24.25 | 26089.1 | 25763.9 | 35530.0 | 39290.4 | 322.0 | 321.0 | 329.3 | 331.8 | 4.64 | 5.277 |
| gemma3-1b | Q4_K_M | 512 | 795.4 | 1142.81 | 639.9 | 640.6 | 645.6 | 646.0 | 42.30 | 42.94 | 43.71 | 44.21 | 40.94 | 40.95 | 40.99 | 41.00 | 24.42 | 0.030 | 23.96 | 23.98 | 24.07 | 24.11 | 33166.9 | 32156.7 | 41279.9 | 46181.2 | 800.1 | 799.2 | 808.8 | 810.0 | 4.64 | 5.266 |
| gemma3-1b | Q4_K_M | 1024 | 927.9 | 1349.77 | 969.9 | 967.7 | 980.8 | 986.2 | 43.11 | 43.19 | 44.03 | 44.85 | 41.06 | 41.06 | 41.10 | 41.13 | 24.35 | 0.026 | 23.74 | 23.72 | 23.93 | 23.98 | 39024.7 | 37172.1 | 50520.2 | 59960.9 | 1055.8 | 1058.2 | 1065.6 | 1068.9 | 4.64 | 5.251 |
| gemma3-1b | Q4_K_M | 2048 | 884.5 | 1282.03 | 1630.0 | 1628.5 | 1639.7 | 1643.8 | 44.81 | 44.16 | 49.09 | 51.71 | 41.16 | 41.17 | 41.19 | 41.22 | 24.29 | 0.026 | 23.18 | 23.15 | 23.63 | 23.73 | 37997.4 | 33568.4 | 58395.1 | 68254.4 | 1256.4 | 1257.6 | 1262.3 | 1263.1 | 4.64 | 5.238 |
| gemma3-1b | Q4_K_M | 128 | 637.0 | 397.62 | 394.8 | 394.3 | 400.7 | 402.7 | 42.83 | 43.01 | 43.30 | 46.34 | 40.81 | 40.81 | 40.87 | 40.93 | 24.50 | 0.038 | 24.05 | 24.19 | 24.23 | 24.25 | 26358.5 | 28130.4 | 33908.5 | 38201.2 | 324.2 | 324.7 | 329.9 | 330.8 | 4.64 | 5.283 |
| gemma3-1b | Q4_K_M | 512 | 878.1 | 586.05 | 639.6 | 637.1 | 648.5 | 651.1 | 43.53 | 43.17 | 47.65 | 48.18 | 40.94 | 40.93 | 40.98 | 41.11 | 24.43 | 0.027 | 24.01 | 24.03 | 24.10 | 24.18 | 36547.9 | 35456.2 | 42243.2 | 57651.1 | 800.6 | 803.6 | 810.3 | 811.9 | 4.64 | 5.266 |
| gemma3-1b | Q4_K_M | 1024 | 895.0 | 599.18 | 968.8 | 969.7 | 973.5 | 982.6 | 43.48 | 43.33 | 44.00 | 49.21 | 41.04 | 41.03 | 41.10 | 41.12 | 24.37 | 0.027 | 23.75 | 23.77 | 23.88 | 23.91 | 37655.1 | 37089.3 | 46070.2 | 50588.0 | 1057.0 | 1056.0 | 1065.6 | 1066.6 | 4.64 | 5.254 |
| gemma3-1b | Q4_K_M | 2048 | 956.2 | 647.03 | 1631.1 | 1629.0 | 1641.9 | 1646.8 | 43.56 | 43.97 | 44.89 | 48.84 | 41.21 | 41.16 | 41.21 | 41.94 | 24.27 | 0.024 | 23.26 | 23.23 | 23.55 | 23.63 | 41032.0 | 37519.8 | 52972.9 | 71448.6 | 1255.6 | 1257.2 | 1261.3 | 1262.7 | 4.64 | 5.232 |
| gemma3-1b | Q4_K_M | 128 | 699.9 | 173.38 | 393.4 | 391.7 | 399.9 | 404.3 | 43.57 | 43.10 | 44.97 | 48.76 | 40.84 | 40.84 | 40.89 | 40.99 | 24.49 | 0.034 | 24.03 | 24.21 | 24.25 | 24.27 | 28936.5 | 29979.9 | 36635.1 | 39279.9 | 325.4 | 326.8 | 329.4 | 329.8 | 4.64 | 5.279 |
| gemma3-1b | Q4_K_M | 512 | 888.8 | 247.19 | 639.3 | 638.3 | 645.7 | 651.5 | 43.35 | 43.29 | 44.39 | 46.08 | 40.97 | 40.94 | 41.04 | 41.51 | 24.41 | 0.027 | 23.98 | 24.04 | 24.11 | 24.14 | 37017.8 | 38592.2 | 45373.4 | 53599.7 | 800.9 | 802.2 | 808.0 | 810.7 | 4.64 | 5.262 |
| gemma3-1b | Q4_K_M | 1024 | 833.0 | 225.41 | 964.5 | 963.7 | 971.1 | 977.9 | 44.07 | 43.51 | 44.91 | 50.30 | 41.07 | 41.04 | 41.18 | 41.23 | 24.35 | 0.028 | 23.69 | 23.70 | 23.81 | 23.92 | 35131.7 | 35095.6 | 40642.3 | 50427.5 | 1061.7 | 1062.5 | 1067.7 | 1068.8 | 4.64 | 5.250 |
| gemma3-1b | Q4_K_M | 2048 | 1280.4 | 400.16 | 1630.0 | 1628.8 | 1640.4 | 1641.8 | 44.40 | 44.27 | 45.10 | 49.93 | 41.18 | 41.14 | 41.22 | 41.63 | 24.29 | 0.018 | 23.33 | 23.22 | 23.93 | 24.06 | 54342.4 | 35885.9 | 111794.7 | 146432.7 | 1256.5 | 1257.4 | 1262.8 | 1264.0 | 4.64 | 5.236 |
| gemma3-4b | Q4_K_M | 128 | 1061.0 | 1557.81 | 1870.5 | 1870.5 | 1870.5 | 1870.5 | 130.89 | 130.89 | 130.89 | 130.89 | 166.00 | 166.00 | 166.00 | 166.00 | 6.02 | 0.006 | 5.97 | 5.97 | 5.97 | 5.97 | 177833.5 | 177833.5 | 177833.5 | 177833.5 | 68.4 | 68.4 | 68.4 | 68.4 | 3.09 | 1.952 |
| gemma3-4b | Q4_K_M | 512 | 893.0 | 1295.31 | 2409.3 | 2409.3 | 2409.3 | 2409.3 | 136.55 | 136.55 | 136.55 | 136.55 | 167.80 | 167.80 | 167.80 | 167.80 | 5.96 | 0.007 | 5.87 | 5.87 | 5.87 | 5.87 | 152088.7 | 152088.7 | 152088.7 | 152088.7 | 212.5 | 212.5 | 212.5 | 212.5 | 3.09 | 1.931 |
| gemma3-4b | Q4_K_M | 1024 | 872.0 | 1262.50 | 3403.7 | 3403.7 | 3403.7 | 3403.7 | 276.28 | 276.28 | 276.28 | 276.28 | 170.00 | 170.00 | 170.00 | 170.00 | 5.88 | 0.007 | 5.76 | 5.76 | 5.76 | 5.76 | 151473.0 | 151473.0 | 151473.0 | 151473.0 | 300.9 | 300.9 | 300.9 | 300.9 | 3.09 | 1.907 |
| gemma3-4b | Q4_K_M | 2048 | 956.0 | 1393.75 | 6007.3 | 6007.3 | 6007.3 | 6007.3 | 168.03 | 168.03 | 168.03 | 168.03 | 174.95 | 174.95 | 174.95 | 174.95 | 5.72 | 0.006 | 5.52 | 5.52 | 5.52 | 5.52 | 173080.3 | 173080.3 | 173080.3 | 173080.3 | 340.9 | 340.9 | 340.9 | 340.9 | 3.09 | 1.853 |
| gemma3-4b | Q4_K_M | 128 | 918.0 | 617.19 | 1312.9 | 1312.9 | 1312.9 | 1312.9 | 135.33 | 135.33 | 135.33 | 135.33 | 163.58 | 163.58 | 163.58 | 163.58 | 6.11 | 0.007 | 6.07 | 6.07 | 6.07 | 6.07 | 151320.3 | 151320.3 | 151320.3 | 151320.3 | 97.5 | 97.5 | 97.5 | 97.5 | 3.09 | 1.981 |
| gemma3-4b | Q4_K_M | 512 | 961.0 | 650.78 | 2217.3 | 2217.3 | 2217.3 | 2217.3 | 191.93 | 191.93 | 191.93 | 191.93 | 171.47 | 171.47 | 171.47 | 171.47 | 5.83 | 0.006 | 5.76 | 5.76 | 5.76 | 5.76 | 166830.1 | 166830.1 | 166830.1 | 166830.1 | 230.9 | 230.9 | 230.9 | 230.9 | 3.09 | 1.890 |
| gemma3-4b | Q4_K_M | 1024 | 963.0 | 652.34 | 3547.9 | 3547.9 | 3547.9 | 3547.9 | 378.55 | 378.55 | 378.55 | 378.55 | 174.22 | 174.22 | 174.22 | 174.22 | 5.74 | 0.006 | 5.63 | 5.63 | 5.63 | 5.63 | 171150.7 | 171150.7 | 171150.7 | 171150.7 | 288.6 | 288.6 | 288.6 | 288.6 | 3.09 | 1.860 |
| gemma3-4b | Q4_K_M | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 3.09 | — |
| gemma3-4b | Q4_K_M | 128 | 1010.0 | 294.53 | 1336.4 | 1336.4 | 1336.4 | 1336.4 | 166.16 | 166.16 | 166.16 | 166.16 | 163.26 | 163.26 | 163.26 | 163.26 | 6.13 | 0.006 | 6.08 | 6.08 | 6.08 | 6.08 | 166065.9 | 166065.9 | 166065.9 | 166065.9 | 95.8 | 95.8 | 95.8 | 95.8 | 3.09 | 1.985 |
| gemma3-4b | Q4_K_M | 512 | 946.0 | 269.53 | 2389.0 | 2389.0 | 2389.0 | 2389.0 | 187.02 | 187.02 | 187.02 | 187.02 | 167.30 | 167.30 | 167.30 | 167.30 | 5.98 | 0.006 | 5.89 | 5.89 | 5.89 | 5.89 | 160486.9 | 160486.9 | 160486.9 | 160486.9 | 214.3 | 214.3 | 214.3 | 214.3 | 3.09 | 1.937 |
| gemma3-4b | Q4_K_M | 1024 | 1030.0 | 302.34 | 3477.8 | 3477.8 | 3477.8 | 3477.8 | 155.16 | 155.16 | 155.16 | 155.16 | 169.97 | 169.97 | 169.97 | 169.97 | 5.88 | 0.006 | 5.77 | 5.77 | 5.77 | 5.77 | 178376.2 | 178376.2 | 178376.2 | 178376.2 | 294.4 | 294.4 | 294.4 | 294.4 | 3.09 | 1.907 |
| gemma3-4b | Q4_K_M | 2048 | 757.0 | 195.70 | 6044.5 | 6044.5 | 6044.5 | 6044.5 | 140.76 | 140.76 | 140.76 | 140.76 | 172.93 | 172.93 | 172.93 | 172.93 | 5.78 | 0.007 | 5.53 | 5.53 | 5.53 | 5.53 | 136777.1 | 136777.1 | 136777.1 | 136777.1 | 338.8 | 338.8 | 338.8 | 338.8 | 3.09 | 1.874 |
| lfm2.5-1.2b | Q4_K_M | 128 | 441.4 | 589.61 | 242.1 | 240.4 | 259.1 | 276.1 | 48.89 | 49.39 | 60.71 | 63.52 | 51.37 | 52.12 | 52.88 | 52.91 | 19.60 | 0.044 | 19.40 | 19.05 | 19.23 | 25.96 | 22891.0 | 20911.5 | 32955.4 | 44503.0 | 530.8 | 532.5 | 562.6 | 594.7 | 4.53 | 4.322 |
| lfm2.5-1.2b | Q4_K_M | 512 | 624.8 | 876.17 | 504.5 | 504.8 | 515.3 | 525.8 | 52.05 | 52.15 | 59.89 | 66.29 | 51.81 | 52.52 | 53.06 | 53.90 | 19.43 | 0.030 | 19.11 | 18.75 | 18.92 | 25.54 | 32826.1 | 30635.6 | 47732.1 | 65314.2 | 1015.4 | 1014.4 | 1036.1 | 1065.2 | 4.53 | 4.285 |
| lfm2.5-1.2b | Q4_K_M | 1024 | 652.6 | 919.77 | 859.9 | 858.4 | 870.2 | 886.5 | 51.25 | 50.88 | 62.37 | 64.22 | 51.55 | 52.45 | 52.73 | 52.85 | 19.57 | 0.029 | 19.01 | 18.61 | 18.84 | 25.75 | 34716.6 | 35288.1 | 50046.9 | 53647.0 | 1191.1 | 1192.9 | 1208.8 | 1221.1 | 4.53 | 4.315 |
| lfm2.5-1.2b | Q4_K_M | 2048 | 667.7 | 943.28 | 1576.0 | 1576.8 | 1586.1 | 1588.4 | 50.37 | 51.55 | 55.81 | 57.78 | 51.95 | 52.83 | 53.04 | 53.40 | 19.37 | 0.028 | 18.49 | 18.15 | 18.49 | 24.02 | 36258.1 | 36261.7 | 44747.1 | 58129.9 | 1299.6 | 1298.8 | 1311.6 | 1314.4 | 4.53 | 4.270 |
| lfm2.5-1.2b | Q4_K_M | 128 | 480.3 | 275.23 | 242.9 | 246.0 | 257.3 | 262.9 | 51.91 | 50.14 | 62.59 | 63.21 | 51.46 | 52.30 | 52.88 | 53.08 | 19.61 | 0.040 | 19.43 | 18.95 | 19.13 | 27.21 | 24675.2 | 25913.9 | 37812.4 | 41163.0 | 528.5 | 520.4 | 557.7 | 596.0 | 4.53 | 4.323 |
| lfm2.5-1.2b | Q4_K_M | 512 | 511.4 | 299.57 | 507.0 | 508.1 | 520.9 | 523.0 | 50.08 | 51.10 | 59.23 | 68.19 | 51.46 | 52.46 | 52.94 | 53.26 | 19.58 | 0.037 | 18.68 | 18.68 | 18.96 | 25.47 | 27081.1 | 29717.0 | 48089.8 | 51941.0 | 1010.4 | 1007.7 | 1042.2 | 1051.6 | 4.53 | 4.318 |
| lfm2.5-1.2b | Q4_K_M | 1024 | 599.2 | 368.16 | 859.4 | 858.3 | 872.2 | 877.2 | 50.10 | 51.26 | 56.77 | 62.59 | 51.43 | 52.24 | 52.78 | 53.68 | 19.60 | 0.032 | 19.02 | 18.64 | 18.96 | 26.25 | 31477.5 | 31990.9 | 45818.7 | 49318.3 | 1191.7 | 1193.0 | 1209.5 | 1212.7 | 4.53 | 4.323 |
| lfm2.5-1.2b | Q4_K_M | 2048 | 634.8 | 395.94 | 1568.6 | 1569.5 | 1579.7 | 1590.0 | 51.98 | 51.73 | 60.91 | 63.13 | 51.83 | 52.60 | 53.09 | 53.28 | 19.43 | 0.029 | 18.44 | 18.21 | 18.47 | 24.51 | 34467.6 | 35395.3 | 49665.0 | 55372.2 | 1305.7 | 1304.8 | 1317.2 | 1321.6 | 4.53 | 4.285 |
| lfm2.5-1.2b | Q4_K_M | 128 | 448.4 | 75.14 | 238.5 | 241.9 | 249.0 | 251.5 | 51.67 | 51.04 | 61.67 | 64.26 | 51.39 | 52.22 | 52.73 | 52.85 | 19.59 | 0.044 | 19.41 | 19.00 | 19.28 | 26.13 | 22822.0 | 23046.3 | 35104.2 | 39668.9 | 537.5 | 529.1 | 561.9 | 600.8 | 4.53 | 4.321 |
| lfm2.5-1.2b | Q4_K_M | 512 | 634.6 | 147.89 | 505.3 | 507.5 | 517.7 | 525.2 | 52.26 | 51.66 | 62.05 | 65.90 | 51.60 | 52.42 | 52.89 | 53.36 | 19.53 | 0.030 | 19.22 | 18.81 | 18.95 | 26.15 | 33208.7 | 32556.4 | 47496.7 | 55489.0 | 1014.0 | 1008.9 | 1037.4 | 1073.6 | 4.53 | 4.307 |
| lfm2.5-1.2b | Q4_K_M | 1024 | 668.5 | 161.15 | 856.7 | 856.6 | 871.5 | 879.2 | 51.96 | 52.47 | 63.30 | 64.85 | 51.60 | 52.49 | 52.75 | 52.86 | 19.52 | 0.028 | 19.01 | 18.63 | 18.78 | 25.77 | 35167.6 | 35225.3 | 48077.8 | 53966.3 | 1195.5 | 1195.5 | 1213.9 | 1221.3 | 4.53 | 4.305 |
| lfm2.5-1.2b | Q4_K_M | 2048 | 711.7 | 178.01 | 1570.7 | 1571.2 | 1579.9 | 1594.7 | 49.71 | 50.04 | 58.93 | 65.66 | 51.68 | 52.45 | 53.16 | 53.36 | 19.51 | 0.026 | 18.63 | 18.25 | 18.59 | 25.37 | 38389.7 | 38067.8 | 54530.7 | 59245.5 | 1303.9 | 1303.5 | 1314.9 | 1319.8 | 4.53 | 4.303 |
| lfm2.5-350m | Q4_K_M | 128 | 209.6 | 227.50 | 168.2 | 168.1 | 180.2 | 191.2 | 40.69 | 39.33 | 48.40 | 54.23 | 40.91 | 41.96 | 42.54 | 43.64 | 24.77 | 0.113 | 23.36 | 23.36 | 24.01 | 36.03 | 8770.1 | 7287.8 | 18594.2 | 24100.4 | 764.5 | 761.6 | 822.7 | 872.9 | 3.65 | 6.794 |
| lfm2.5-350m | Q4_K_M | 512 | 384.8 | 501.17 | 268.4 | 269.1 | 278.1 | 282.5 | 41.26 | 40.80 | 52.31 | 55.75 | 40.63 | 41.80 | 42.23 | 42.37 | 25.20 | 0.062 | 24.28 | 23.63 | 23.99 | 41.93 | 16008.0 | 17326.3 | 23023.8 | 28917.8 | 1910.3 | 1902.8 | 1969.0 | 2134.7 | 3.65 | 6.910 |
| lfm2.5-350m | Q4_K_M | 1024 | 450.6 | 604.14 | 390.6 | 389.6 | 407.5 | 414.1 | 42.01 | 43.17 | 50.25 | 51.02 | 40.94 | 41.70 | 42.21 | 45.42 | 24.98 | 0.054 | 24.25 | 23.46 | 23.88 | 41.23 | 18487.1 | 16828.0 | 31762.2 | 34127.0 | 2623.6 | 2628.3 | 2709.2 | 2728.3 | 3.65 | 6.850 |
| lfm2.5-350m | Q4_K_M | 2048 | 481.6 | 652.42 | 661.9 | 660.8 | 671.1 | 680.5 | 39.53 | 39.30 | 48.97 | 55.96 | 41.20 | 42.16 | 43.17 | 43.88 | 24.83 | 0.050 | 23.16 | 22.73 | 23.35 | 41.17 | 19945.3 | 15885.4 | 32699.7 | 46055.0 | 3094.8 | 3099.4 | 3146.8 | 3156.1 | 3.65 | 6.810 |
| lfm2.5-350m | Q4_K_M | 128 | 250.3 | 95.55 | 165.4 | 167.2 | 173.2 | 183.6 | 39.01 | 38.74 | 48.44 | 54.21 | 41.31 | 41.82 | 42.72 | 47.77 | 24.62 | 0.096 | 23.77 | 23.57 | 24.12 | 37.82 | 10334.2 | 9272.0 | 17673.7 | 28057.8 | 775.9 | 765.5 | 836.3 | 853.1 | 3.65 | 6.751 |
| lfm2.5-350m | Q4_K_M | 512 | 409.3 | 219.77 | 265.3 | 266.5 | 277.5 | 280.9 | 43.10 | 43.13 | 49.22 | 57.21 | 41.36 | 42.03 | 43.28 | 43.58 | 24.56 | 0.057 | 24.07 | 23.49 | 23.77 | 36.71 | 17358.3 | 16321.4 | 28290.2 | 34180.9 | 1932.8 | 1920.9 | 2030.6 | 2044.6 | 3.65 | 6.736 |
| lfm2.5-350m | Q4_K_M | 1024 | 542.4 | 323.75 | 391.0 | 391.1 | 399.3 | 408.6 | 35.16 | 38.26 | 44.90 | 48.93 | 41.03 | 42.02 | 42.71 | 43.36 | 25.07 | 0.044 | 24.50 | 23.42 | 23.72 | 43.36 | 22783.8 | 20891.1 | 38551.0 | 51473.8 | 2619.8 | 2618.2 | 2681.2 | 2736.4 | 3.65 | 6.876 |
| lfm2.5-350m | Q4_K_M | 2048 | 420.1 | 228.24 | 660.9 | 660.4 | 674.0 | 676.8 | 39.55 | 38.92 | 47.64 | 51.22 | 41.42 | 42.45 | 43.05 | 43.86 | 24.70 | 0.055 | 23.25 | 22.73 | 23.22 | 38.48 | 18176.1 | 17118.7 | 35165.8 | 40398.4 | 3099.7 | 3101.3 | 3160.0 | 3212.1 | 3.65 | 6.774 |
| lfm2.5-350m | Q4_K_M | 128 | 240.9 | -5.90 | 168.1 | 165.4 | 176.4 | 187.0 | 41.68 | 43.18 | 51.53 | 57.15 | 40.93 | 42.02 | 43.04 | 44.86 | 24.81 | 0.097 | 23.46 | 23.44 | 23.85 | 33.47 | 10254.3 | 10704.0 | 19700.8 | 24292.1 | 762.8 | 773.7 | 791.1 | 815.1 | 3.65 | 6.806 |
| lfm2.5-350m | Q4_K_M | 512 | 352.1 | 37.56 | 266.2 | 264.4 | 286.3 | 287.5 | 40.55 | 39.90 | 46.88 | 51.39 | 41.20 | 41.95 | 43.11 | 45.00 | 24.62 | 0.067 | 23.39 | 23.44 | 23.88 | 35.79 | 14855.5 | 14856.5 | 24871.8 | 39756.7 | 1927.7 | 1936.6 | 2033.6 | 2106.2 | 3.65 | 6.752 |
| lfm2.5-350m | Q4_K_M | 1024 | 422.2 | 64.92 | 394.4 | 391.7 | 404.4 | 426.8 | 40.97 | 42.60 | 50.72 | 54.19 | 40.65 | 41.73 | 42.55 | 42.73 | 25.03 | 0.057 | 23.39 | 23.39 | 23.59 | 38.15 | 17598.3 | 15567.6 | 31507.3 | 33377.4 | 2598.4 | 2614.3 | 2666.0 | 2713.4 | 3.65 | 6.864 |
| lfm2.5-350m | Q4_K_M | 2048 | 424.6 | 65.86 | 661.6 | 662.2 | 672.9 | 690.2 | 38.97 | 41.57 | 47.36 | 50.87 | 41.22 | 42.02 | 43.12 | 44.72 | 24.81 | 0.056 | 22.80 | 22.94 | 23.45 | 40.36 | 17878.0 | 17353.4 | 27074.9 | 45228.9 | 3096.2 | 3092.9 | 3150.1 | 3177.7 | 3.65 | 6.805 |
| llama3.2-1b | Q4_K_M | 128 | 315.4 | 392.81 | 374.5 | 359.0 | 378.7 | 602.2 | 32.11 | 32.24 | 32.74 | 33.31 | 30.85 | 30.81 | 31.00 | 31.08 | 32.41 | 0.099 | 31.11 | 31.32 | 31.69 | 31.69 | 10075.4 | 10566.1 | 13777.9 | 15660.7 | 347.9 | 356.5 | 364.6 | 366.8 | 5.49 | 5.904 |
| llama3.2-1b | Q4_K_M | 512 | 392.2 | 512.81 | 623.1 | 620.9 | 627.8 | 668.6 | 32.46 | 32.44 | 32.70 | 32.98 | 31.12 | 31.10 | 31.18 | 31.32 | 32.14 | 0.078 | 30.47 | 30.69 | 30.96 | 31.08 | 12801.4 | 12810.1 | 16842.0 | 19957.7 | 822.1 | 824.7 | 831.8 | 837.6 | 5.49 | 5.853 |
| llama3.2-1b | Q4_K_M | 1024 | 678.0 | 959.30 | 964.3 | 963.1 | 969.2 | 978.9 | 32.84 | 32.84 | 33.03 | 33.18 | 31.52 | 31.47 | 31.65 | 32.01 | 31.73 | 0.045 | 29.92 | 30.18 | 30.51 | 30.88 | 22386.4 | 18256.6 | 26015.3 | 88293.3 | 1062.0 | 1063.2 | 1067.2 | 1067.5 | 5.49 | 5.779 |
| llama3.2-1b | Q4_K_M | 2048 | 623.4 | 873.98 | 1663.8 | 1663.1 | 1667.8 | 1671.2 | 33.55 | 33.44 | 34.22 | 34.70 | 32.08 | 32.04 | 32.24 | 32.33 | 31.17 | 0.046 | 27.77 | 28.29 | 29.62 | 30.18 | 21661.3 | 17388.4 | 32933.3 | 68554.4 | 1230.9 | 1231.4 | 1233.4 | 1234.3 | 5.49 | 5.678 |
| llama3.2-1b | Q4_K_M | 128 | 289.8 | 126.41 | 356.0 | 356.1 | 359.2 | 371.1 | 32.37 | 32.33 | 32.95 | 33.30 | 30.83 | 30.83 | 30.98 | 30.99 | 32.43 | 0.108 | 30.89 | 31.26 | 31.67 | 31.78 | 9264.1 | 8992.5 | 13824.4 | 19808.1 | 359.6 | 359.5 | 364.7 | 366.2 | 5.49 | 5.907 |
| llama3.2-1b | Q4_K_M | 512 | 447.8 | 249.80 | 622.6 | 621.5 | 630.3 | 636.7 | 32.52 | 32.54 | 32.69 | 32.78 | 31.15 | 31.13 | 31.27 | 31.37 | 32.10 | 0.069 | 30.68 | 30.84 | 31.07 | 31.22 | 14540.9 | 15559.7 | 17663.5 | 22933.3 | 822.4 | 823.8 | 829.6 | 830.9 | 5.49 | 5.847 |
| llama3.2-1b | Q4_K_M | 1024 | 555.1 | 333.67 | 962.8 | 961.8 | 967.0 | 974.2 | 32.77 | 32.80 | 33.01 | 33.06 | 31.48 | 31.46 | 31.60 | 31.77 | 31.77 | 0.054 | 29.81 | 30.09 | 30.58 | 30.71 | 18429.7 | 17911.6 | 27545.4 | 34000.8 | 1063.5 | 1064.6 | 1067.3 | 1070.9 | 5.49 | 5.786 |
| llama3.2-1b | Q4_K_M | 2048 | 415.2 | 224.38 | 1664.7 | 1663.3 | 1670.3 | 1676.5 | 33.62 | 33.58 | 34.27 | 34.54 | 32.11 | 32.07 | 32.21 | 32.55 | 31.15 | 0.067 | 26.87 | 27.59 | 29.13 | 29.26 | 14968.7 | 14007.9 | 25192.8 | 27815.6 | 1230.3 | 1231.3 | 1233.6 | 1236.2 | 5.49 | 5.673 |
| llama3.2-1b | Q4_K_M | 128 | 250.6 | -2.13 | 357.2 | 357.9 | 361.3 | 364.6 | 32.33 | 32.38 | 32.52 | 32.62 | 30.87 | 30.83 | 30.94 | 31.33 | 32.40 | 0.124 | 29.99 | 31.13 | 31.60 | 31.67 | 8052.3 | 8346.3 | 12759.5 | 14270.4 | 358.4 | 357.6 | 365.5 | 368.2 | 5.49 | 5.901 |
| llama3.2-1b | Q4_K_M | 512 | 392.2 | 53.22 | 621.9 | 621.9 | 624.5 | 628.5 | 32.54 | 32.53 | 32.92 | 33.23 | 31.13 | 31.12 | 31.23 | 31.24 | 32.12 | 0.078 | 29.94 | 30.68 | 31.21 | 31.24 | 12810.6 | 12835.1 | 22785.7 | 23787.1 | 823.4 | 823.3 | 826.7 | 830.9 | 5.49 | 5.850 |
| llama3.2-1b | Q4_K_M | 1024 | 467.8 | 82.71 | 963.5 | 963.3 | 967.9 | 972.7 | 32.71 | 32.73 | 33.00 | 33.18 | 31.44 | 31.43 | 31.58 | 31.66 | 31.81 | 0.064 | 29.04 | 29.66 | 30.54 | 30.84 | 15661.1 | 13738.2 | 24150.7 | 40437.4 | 1062.8 | 1063.0 | 1067.0 | 1070.6 | 5.49 | 5.794 |
| llama3.2-1b | Q4_K_M | 2048 | 564.7 | 120.59 | 1665.0 | 1664.4 | 1670.1 | 1675.8 | 33.50 | 33.43 | 34.33 | 34.37 | 32.06 | 32.05 | 32.13 | 32.31 | 31.19 | 0.050 | 27.61 | 27.69 | 29.63 | 30.07 | 19760.4 | 14476.0 | 36507.1 | 49882.0 | 1230.0 | 1230.4 | 1233.8 | 1234.8 | 5.49 | 5.681 |
| qwen2.5-0.5b | Q4_K_M | 128 | 567.2 | 786.33 | 278.2 | 276.4 | 289.1 | 292.1 | 26.31 | 26.38 | 26.80 | 26.96 | 24.25 | 24.17 | 24.85 | 25.04 | 41.25 | 0.070 | 38.58 | 39.47 | 40.42 | 40.49 | 14273.4 | 5667.4 | 16678.4 | 114880.3 | 460.4 | 463.1 | 470.7 | 472.7 | 4.38 | 9.413 |
| qwen2.5-0.5b | Q4_K_M | 512 | 368.2 | 475.37 | 423.5 | 419.2 | 434.0 | 438.7 | 26.72 | 26.72 | 26.95 | 27.23 | 24.48 | 24.42 | 24.66 | 24.89 | 40.85 | 0.024 | 38.08 | 38.76 | 39.66 | 40.10 | 9438.5 | 7596.3 | 15857.5 | 33289.8 | 1209.3 | 1221.4 | 1227.3 | 1230.0 | 4.38 | 9.322 |
| qwen2.5-0.5b | Q4_K_M | 1024 | 1343.1 | 1998.53 | 626.7 | 625.2 | 633.5 | 643.2 | 27.03 | 26.92 | 27.39 | 28.68 | 24.89 | 24.84 | 25.36 | 25.60 | 40.19 | 0.015 | 37.32 | 38.53 | 39.25 | 39.34 | 34566.8 | 12949.9 | 95931.3 | 164477.7 | 1634.2 | 1638.0 | 1648.5 | 1650.7 | 4.38 | 9.171 |
| qwen2.5-0.5b | Q4_K_M | 2048 | 1023.4 | 1499.01 | 1076.7 | 1076.9 | 1082.7 | 1085.1 | 27.73 | 27.61 | 28.24 | 28.56 | 25.41 | 25.42 | 25.51 | 25.53 | 39.35 | 0.027 | 35.88 | 37.36 | 38.63 | 38.70 | 27104.2 | 20769.5 | 63501.5 | 74164.0 | 1902.1 | 1901.7 | 1913.7 | 1917.3 | 4.38 | 8.979 |
| qwen2.5-0.5b | Q4_K_M | 128 | 374.2 | 192.34 | 275.2 | 274.9 | 279.7 | 283.8 | 26.66 | 26.71 | 27.04 | 27.92 | 24.15 | 24.05 | 24.33 | 24.87 | 41.41 | 0.106 | 38.75 | 39.71 | 40.63 | 40.75 | 9394.0 | 5966.3 | 12825.0 | 62247.3 | 465.3 | 465.5 | 474.4 | 475.7 | 4.38 | 9.450 |
| qwen2.5-0.5b | Q4_K_M | 512 | 544.6 | 325.49 | 420.7 | 420.2 | 428.5 | 430.3 | 26.67 | 26.58 | 27.00 | 27.29 | 24.49 | 24.40 | 24.76 | 25.14 | 40.84 | 0.043 | 36.78 | 38.75 | 39.60 | 40.17 | 13906.7 | 7160.0 | 20344.3 | 98575.1 | 1217.1 | 1218.4 | 1235.6 | 1240.9 | 4.38 | 9.320 |
| qwen2.5-0.5b | Q4_K_M | 1024 | 657.1 | 413.37 | 624.7 | 624.0 | 630.5 | 636.2 | 26.79 | 26.72 | 27.18 | 27.27 | 24.74 | 24.68 | 24.88 | 25.31 | 40.42 | 0.026 | 37.73 | 37.75 | 39.28 | 39.33 | 17010.7 | 8583.6 | 28888.8 | 88600.3 | 1639.3 | 1641.1 | 1656.2 | 1658.4 | 4.38 | 9.223 |
| qwen2.5-0.5b | Q4_K_M | 2048 | 1746.0 | 1264.06 | 1073.7 | 1073.0 | 1080.7 | 1084.3 | 27.60 | 27.70 | 27.92 | 28.45 | 25.43 | 25.45 | 25.52 | 25.56 | 39.33 | 0.022 | 36.93 | 38.04 | 38.82 | 38.93 | 45514.5 | 34829.7 | 99309.5 | 122642.5 | 1907.5 | 1908.7 | 1917.2 | 1928.3 | 4.38 | 8.974 |
| qwen2.5-0.5b | Q4_K_M | 128 | 204.6 | -20.07 | 276.9 | 275.6 | 284.6 | 286.8 | 26.68 | 26.58 | 27.03 | 27.62 | 24.09 | 24.03 | 24.28 | 24.33 | 41.52 | 0.068 | 38.32 | 39.18 | 40.39 | 40.55 | 5181.1 | 4620.3 | 8844.1 | 9839.2 | 462.4 | 464.4 | 473.4 | 480.3 | 4.38 | 9.474 |
| qwen2.5-0.5b | Q4_K_M | 512 | 364.1 | 42.21 | 420.8 | 420.8 | 426.2 | 429.2 | 26.80 | 26.64 | 27.40 | 28.21 | 24.42 | 24.41 | 24.56 | 24.64 | 40.95 | 0.034 | 38.05 | 39.06 | 39.92 | 40.03 | 9300.5 | 8545.6 | 17381.1 | 24365.5 | 1217.0 | 1216.6 | 1236.9 | 1242.7 | 4.38 | 9.345 |
| qwen2.5-0.5b | Q4_K_M | 1024 | 1150.9 | 349.59 | 624.0 | 623.0 | 631.9 | 638.5 | 26.93 | 26.97 | 27.20 | 27.44 | 24.86 | 24.78 | 25.20 | 25.31 | 40.23 | 0.034 | 37.50 | 38.55 | 39.36 | 39.37 | 29502.2 | 11880.8 | 63483.2 | 148049.6 | 1641.1 | 1643.7 | 1661.7 | 1666.3 | 4.38 | 9.179 |
| qwen2.5-0.5b | Q4_K_M | 2048 | 755.7 | 195.20 | 1073.4 | 1072.7 | 1081.6 | 1087.1 | 27.41 | 27.74 | 28.04 | 28.17 | 25.37 | 25.36 | 25.48 | 25.51 | 39.41 | 0.049 | 34.99 | 36.03 | 38.42 | 38.74 | 20266.5 | 12640.1 | 51543.3 | 84557.3 | 1908.0 | 1909.2 | 1921.1 | 1925.5 | 4.38 | 8.993 |
| qwen3-0.6b | Q8_0 | 128 | 651.2 | 917.50 | 270.5 | 266.4 | 274.8 | 327.6 | 27.90 | 28.16 | 28.88 | 29.16 | 26.69 | 26.68 | 26.87 | 27.10 | 37.47 | 0.057 | 36.92 | 36.91 | 37.07 | 37.11 | 17649.9 | 17442.5 | 22011.0 | 28743.7 | 474.5 | 480.4 | 486.7 | 488.6 | 4.68 | 8.005 |
| qwen3-0.6b | Q8_0 | 512 | 886.2 | 1284.77 | 462.1 | 459.1 | 471.9 | 494.1 | 30.20 | 29.25 | 35.11 | 36.17 | 27.78 | 27.69 | 28.14 | 28.44 | 36.00 | 0.040 | 35.32 | 35.39 | 35.50 | 35.52 | 25119.5 | 23119.8 | 35962.9 | 39800.8 | 1108.4 | 1115.2 | 1127.4 | 1130.1 | 4.68 | 7.689 |
| qwen3-0.6b | Q8_0 | 1024 | 940.5 | 1369.53 | 711.9 | 711.9 | 718.4 | 721.5 | 30.53 | 30.42 | 32.00 | 33.35 | 28.94 | 28.83 | 29.45 | 30.00 | 34.57 | 0.036 | 33.57 | 33.64 | 33.75 | 33.80 | 28089.3 | 23702.9 | 43662.9 | 69059.2 | 1438.4 | 1438.3 | 1450.5 | 1454.7 | 4.68 | 7.384 |
| qwen3-0.6b | Q8_0 | 2048 | 1256.8 | 1863.75 | 1262.2 | 1262.4 | 1267.7 | 1270.9 | 33.25 | 33.21 | 33.76 | 34.72 | 30.79 | 30.78 | 30.89 | 30.92 | 32.48 | 0.025 | 31.00 | 30.88 | 31.92 | 31.99 | 39992.8 | 24722.5 | 84719.2 | 115309.8 | 1622.5 | 1622.3 | 1630.4 | 1634.0 | 4.68 | 6.939 |
| qwen3-0.6b | Q8_0 | 128 | 744.5 | 481.60 | 268.6 | 268.0 | 274.5 | 282.9 | 28.58 | 28.52 | 29.09 | 29.67 | 26.79 | 26.80 | 27.07 | 27.21 | 37.33 | 0.049 | 36.84 | 36.88 | 37.01 | 37.12 | 20229.4 | 19639.8 | 27998.1 | 31192.3 | 476.8 | 477.5 | 485.6 | 490.2 | 4.68 | 7.974 |
| qwen3-0.6b | Q8_0 | 512 | 965.6 | 654.41 | 460.9 | 459.6 | 467.9 | 477.1 | 29.29 | 29.46 | 30.01 | 30.85 | 27.92 | 27.82 | 28.37 | 29.20 | 35.82 | 0.036 | 35.15 | 35.29 | 35.49 | 35.51 | 27592.6 | 25777.4 | 37902.9 | 69704.2 | 1111.2 | 1114.1 | 1132.0 | 1132.5 | 4.68 | 7.652 |
| qwen3-0.6b | Q8_0 | 1024 | 1072.8 | 738.16 | 715.0 | 714.6 | 720.1 | 725.5 | 31.06 | 30.88 | 31.40 | 35.56 | 28.97 | 28.92 | 29.47 | 30.16 | 34.53 | 0.031 | 33.55 | 33.65 | 33.73 | 33.77 | 32078.6 | 27278.5 | 45149.0 | 100046.6 | 1432.2 | 1433.0 | 1444.2 | 1447.6 | 4.68 | 7.376 |
| qwen3-0.6b | Q8_0 | 2048 | 1225.0 | 857.07 | 1262.1 | 1261.8 | 1270.6 | 1272.9 | 33.68 | 33.40 | 34.34 | 37.04 | 30.76 | 30.78 | 30.87 | 30.88 | 32.51 | 0.026 | 31.05 | 31.11 | 31.96 | 32.02 | 38975.0 | 29104.6 | 96019.8 | 101146.5 | 1622.7 | 1623.1 | 1630.8 | 1632.1 | 4.68 | 6.944 |
| qwen3-0.6b | Q8_0 | 128 | 771.5 | 201.39 | 267.4 | 264.6 | 275.1 | 277.9 | 28.90 | 28.40 | 29.97 | 32.91 | 26.80 | 26.77 | 27.08 | 27.33 | 37.31 | 0.048 | 36.85 | 36.92 | 37.01 | 37.06 | 20966.5 | 20302.9 | 28533.5 | 34798.9 | 478.9 | 483.8 | 489.4 | 489.9 | 4.68 | 7.970 |
| qwen3-0.6b | Q8_0 | 512 | 904.0 | 253.12 | 459.1 | 457.7 | 464.9 | 469.9 | 29.77 | 29.57 | 30.77 | 38.46 | 27.81 | 27.77 | 28.21 | 28.56 | 35.97 | 0.039 | 35.27 | 35.34 | 35.48 | 35.50 | 25679.0 | 24323.5 | 36435.6 | 45491.4 | 1115.3 | 1118.7 | 1128.4 | 1132.0 | 4.68 | 7.683 |
| qwen3-0.6b | Q8_0 | 1024 | 827.3 | 223.16 | 715.0 | 713.3 | 721.9 | 726.9 | 30.38 | 30.58 | 30.86 | 31.92 | 28.83 | 28.81 | 29.15 | 29.33 | 34.69 | 0.041 | 33.65 | 33.68 | 33.74 | 33.77 | 24590.1 | 23467.9 | 32414.7 | 39572.6 | 1432.3 | 1435.6 | 1444.0 | 1445.8 | 4.68 | 7.410 |
| qwen3-0.6b | Q8_0 | 2048 | 1184.2 | 362.60 | 1264.3 | 1263.4 | 1269.6 | 1272.1 | 33.40 | 33.47 | 33.97 | 34.07 | 30.80 | 30.81 | 30.90 | 30.93 | 32.47 | 0.026 | 31.00 | 30.95 | 31.76 | 31.99 | 37752.7 | 26395.9 | 62638.9 | 117483.0 | 1620.0 | 1621.0 | 1628.0 | 1633.4 | 4.68 | 6.937 |
| smollm2-135m | Q4_K_M | 128 | 546.8 | 754.30 | 115.5 | 115.1 | 117.4 | 122.4 | 13.75 | 13.78 | 14.28 | 14.81 | 10.88 | 10.85 | 10.96 | 11.69 | 91.96 | 0.157 | 85.80 | 88.65 | 89.93 | 89.97 | 6345.8 | 2610.6 | 6236.8 | 59717.6 | 1109.1 | 1112.2 | 1129.7 | 1143.3 | 3.78 | 24.310 |
| smollm2-135m | Q4_K_M | 512 | 720.5 | 1025.78 | 206.6 | 205.9 | 209.2 | 214.9 | 13.78 | 13.71 | 14.29 | 14.90 | 11.14 | 11.10 | 11.27 | 11.80 | 89.79 | 0.117 | 80.96 | 84.43 | 86.78 | 87.16 | 8533.3 | 2919.3 | 11860.6 | 65215.7 | 2479.1 | 2487.2 | 2507.9 | 2523.4 | 3.78 | 23.737 |
| smollm2-135m | Q4_K_M | 1024 | 516.3 | 706.72 | 332.1 | 331.8 | 334.1 | 339.1 | 14.04 | 14.04 | 14.28 | 14.41 | 11.35 | 11.31 | 11.49 | 11.79 | 88.09 | 0.160 | 81.25 | 81.68 | 84.44 | 84.75 | 6243.7 | 4373.5 | 12349.4 | 23408.9 | 3083.2 | 3086.6 | 3104.9 | 3106.7 | 3.78 | 23.289 |
| smollm2-135m | Q4_K_M | 2048 | 427.6 | 568.12 | 623.7 | 624.0 | 625.8 | 630.6 | 14.75 | 14.77 | 15.01 | 15.35 | 11.87 | 11.87 | 11.99 | 12.02 | 84.24 | 0.175 | 72.17 | 71.85 | 78.66 | 80.04 | 5708.4 | 4210.0 | 11269.7 | 15383.0 | 3283.7 | 3282.0 | 3295.6 | 3312.0 | 3.78 | 22.270 |
| smollm2-135m | Q4_K_M | 128 | 608.8 | 375.59 | 114.7 | 114.4 | 116.3 | 122.3 | 13.90 | 13.93 | 14.33 | 14.66 | 10.87 | 10.82 | 10.98 | 11.64 | 92.04 | 0.142 | 87.72 | 89.05 | 90.19 | 90.87 | 7010.3 | 3694.0 | 6634.5 | 62118.2 | 1116.7 | 1119.3 | 1144.0 | 1145.2 | 3.78 | 24.333 |
| smollm2-135m | Q4_K_M | 512 | 873.1 | 582.11 | 206.3 | 205.2 | 209.6 | 212.9 | 13.87 | 13.99 | 14.14 | 14.38 | 11.15 | 11.11 | 11.26 | 11.77 | 89.73 | 0.097 | 84.05 | 85.43 | 87.27 | 87.44 | 10324.0 | 3774.5 | 6877.0 | 108058.4 | 2482.3 | 2495.2 | 2507.0 | 2530.0 | 3.78 | 23.721 |
| smollm2-135m | Q4_K_M | 1024 | 301.1 | 135.23 | 331.9 | 331.1 | 334.7 | 338.1 | 13.96 | 14.04 | 14.40 | 14.81 | 11.23 | 11.24 | 11.30 | 11.34 | 89.02 | 0.268 | 79.46 | 80.99 | 83.73 | 84.49 | 3707.6 | 3702.7 | 5742.6 | 7067.3 | 3085.0 | 3092.7 | 3101.9 | 3121.1 | 3.78 | 23.533 |
| smollm2-135m | Q4_K_M | 2048 | 527.5 | 312.15 | 624.3 | 624.1 | 628.1 | 630.7 | 14.82 | 14.80 | 15.06 | 15.41 | 11.89 | 11.89 | 11.96 | 12.04 | 84.13 | 0.144 | 72.78 | 74.26 | 78.32 | 81.25 | 6915.2 | 5190.1 | 10068.7 | 29733.9 | 3280.3 | 3281.3 | 3297.9 | 3306.9 | 3.78 | 22.242 |
| smollm2-135m | Q4_K_M | 128 | 573.8 | 124.14 | 114.3 | 113.6 | 116.2 | 121.3 | 14.01 | 13.93 | 14.30 | 15.61 | 10.82 | 10.77 | 10.88 | 11.60 | 92.45 | 0.151 | 88.39 | 88.57 | 90.28 | 90.40 | 6612.2 | 2701.3 | 6163.9 | 62615.3 | 1120.3 | 1126.6 | 1143.3 | 1146.5 | 3.78 | 24.440 |
| smollm2-135m | Q4_K_M | 512 | 661.4 | 158.34 | 207.9 | 207.9 | 213.2 | 215.1 | 13.99 | 13.94 | 14.30 | 14.62 | 11.07 | 11.02 | 11.15 | 11.83 | 90.33 | 0.127 | 82.08 | 85.05 | 86.59 | 87.65 | 7841.5 | 3412.7 | 7163.1 | 74437.4 | 2463.1 | 2462.8 | 2510.9 | 2523.5 | 3.78 | 23.880 |
| smollm2-135m | Q4_K_M | 1024 | 1036.8 | 305.00 | 331.9 | 331.0 | 335.1 | 339.2 | 14.05 | 14.06 | 14.32 | 14.57 | 11.31 | 11.24 | 11.57 | 11.91 | 88.47 | 0.080 | 79.34 | 80.82 | 84.37 | 84.76 | 12464.4 | 3568.1 | 18910.0 | 109209.4 | 3085.7 | 3093.6 | 3107.8 | 3113.1 | 3.78 | 23.389 |
| smollm2-135m | Q4_K_M | 2048 | 429.2 | 67.66 | 624.1 | 623.3 | 627.6 | 631.9 | 14.87 | 14.90 | 15.16 | 15.19 | 11.87 | 11.85 | 12.01 | 12.03 | 84.28 | 0.174 | 70.24 | 72.68 | 79.06 | 80.57 | 5725.8 | 4423.3 | 12356.0 | 16668.2 | 3281.8 | 3285.8 | 3295.1 | 3296.3 | 3.78 | 22.282 |
| smollm2-360m | Q8_0 | 128 | 380.8 | 495.00 | 135.4 | 135.6 | 138.4 | 139.3 | 21.09 | 21.11 | 21.31 | 21.66 | 18.26 | 18.17 | 18.36 | 19.56 | 54.78 | 0.137 | 52.52 | 53.52 | 54.15 | 54.20 | 7285.2 | 4734.9 | 9314.5 | 48971.4 | 945.6 | 944.2 | 965.2 | 972.1 | 4.44 | 12.332 |
| smollm2-360m | Q8_0 | 512 | 567.3 | 786.43 | 288.4 | 287.1 | 291.9 | 302.9 | 21.35 | 21.34 | 21.59 | 22.06 | 18.76 | 18.63 | 19.12 | 20.21 | 53.32 | 0.088 | 49.74 | 50.81 | 51.79 | 51.83 | 11325.9 | 5196.2 | 17666.5 | 80897.7 | 1775.7 | 1783.6 | 1794.9 | 1797.0 | 4.44 | 12.004 |
| smollm2-360m | Q8_0 | 1024 | 569.1 | 789.14 | 494.0 | 493.2 | 497.2 | 501.5 | 22.18 | 22.20 | 22.51 | 23.10 | 19.65 | 19.48 | 20.19 | 20.63 | 50.90 | 0.084 | 43.85 | 47.87 | 49.00 | 49.16 | 11835.5 | 6914.6 | 23888.1 | 63118.1 | 2072.8 | 2076.2 | 2084.1 | 2091.7 | 4.44 | 11.459 |
| smollm2-360m | Q8_0 | 2048 | 379.7 | 493.28 | 974.6 | 973.5 | 978.3 | 994.7 | 23.38 | 23.55 | 23.79 | 24.25 | 20.63 | 20.65 | 20.73 | 20.75 | 48.46 | 0.113 | 41.50 | 42.48 | 45.15 | 45.99 | 8801.7 | 7699.0 | 14969.9 | 20561.6 | 2101.6 | 2103.7 | 2110.4 | 2117.9 | 4.44 | 10.911 |
| smollm2-360m | Q8_0 | 128 | 962.5 | 651.95 | 135.6 | 134.4 | 138.3 | 144.8 | 21.20 | 21.19 | 21.48 | 21.74 | 18.53 | 18.28 | 20.16 | 20.31 | 54.05 | 0.052 | 52.24 | 53.28 | 53.78 | 53.85 | 19212.8 | 4596.5 | 84136.0 | 121946.4 | 944.6 | 952.1 | 961.3 | 965.6 | 4.44 | 12.169 |
| smollm2-360m | Q8_0 | 512 | 1495.9 | 1068.67 | 289.0 | 288.8 | 291.4 | 294.9 | 21.75 | 21.74 | 22.00 | 22.67 | 19.19 | 18.74 | 20.33 | 20.47 | 52.18 | 0.033 | 50.02 | 50.33 | 51.63 | 51.95 | 30230.8 | 8025.8 | 90864.8 | 132449.0 | 1771.9 | 1773.1 | 1789.0 | 1801.1 | 4.44 | 11.749 |
| smollm2-360m | Q8_0 | 1024 | 711.9 | 456.21 | 493.6 | 493.8 | 495.7 | 497.2 | 22.24 | 22.33 | 22.65 | 22.78 | 19.61 | 19.50 | 20.20 | 20.44 | 51.00 | 0.068 | 47.08 | 48.42 | 49.17 | 49.41 | 14694.5 | 8303.1 | 34826.0 | 60782.4 | 2074.6 | 2073.5 | 2083.1 | 2096.2 | 4.44 | 11.483 |
| smollm2-360m | Q8_0 | 2048 | 697.0 | 444.57 | 973.7 | 973.2 | 976.1 | 978.8 | 23.61 | 23.63 | 23.88 | 24.59 | 20.60 | 20.57 | 20.82 | 20.85 | 48.54 | 0.065 | 39.25 | 39.91 | 47.06 | 47.56 | 15418.4 | 5462.8 | 47733.3 | 92769.5 | 2103.3 | 2104.4 | 2106.9 | 2114.2 | 4.44 | 10.929 |
| smollm2-360m | Q8_0 | 128 | 535.5 | 109.16 | 136.7 | 134.4 | 144.3 | 147.9 | 21.50 | 21.43 | 22.61 | 24.13 | 18.42 | 18.25 | 18.62 | 20.14 | 54.32 | 0.095 | 52.27 | 52.57 | 53.71 | 53.77 | 10525.7 | 3848.4 | 13459.0 | 85790.3 | 937.6 | 952.5 | 960.2 | 964.3 | 4.44 | 12.229 |
| smollm2-360m | Q8_0 | 512 | 837.1 | 226.99 | 290.1 | 287.9 | 294.0 | 314.2 | 21.67 | 21.61 | 22.08 | 22.31 | 19.04 | 18.67 | 20.10 | 20.41 | 52.59 | 0.059 | 46.46 | 49.26 | 51.17 | 51.51 | 16992.5 | 4355.1 | 53181.2 | 90926.6 | 1765.8 | 1778.2 | 1791.5 | 1794.9 | 4.44 | 11.840 |
| smollm2-360m | Q8_0 | 1024 | 825.6 | 222.49 | 494.9 | 493.7 | 497.7 | 512.0 | 22.23 | 22.43 | 23.07 | 23.21 | 19.63 | 19.39 | 20.42 | 20.64 | 50.98 | 0.058 | 43.38 | 47.26 | 48.82 | 49.39 | 17193.1 | 5670.9 | 44364.3 | 131869.9 | 2069.3 | 2073.9 | 2083.8 | 2086.5 | 4.44 | 11.477 |
| smollm2-360m | Q8_0 | 2048 | 878.0 | 242.95 | 973.8 | 973.8 | 976.6 | 978.4 | 23.37 | 23.44 | 23.77 | 23.86 | 20.63 | 20.60 | 20.81 | 20.81 | 48.47 | 0.052 | 42.15 | 43.38 | 46.94 | 47.57 | 19171.1 | 8689.8 | 43549.5 | 93820.9 | 2103.2 | 2103.0 | 2108.6 | 2114.1 | 4.44 | 10.912 |
| Backend | Model | Quant | Best Tok/J | ISL | OSL | Tok/s | Power (W) |
|---|---|---|---|---|---|---|---|
| ollama | gemma3-1b | Q4_K_M | 5.283 | 128 | 637.0 | 24.50 | 4.64 |
| ollama | gemma3-4b | Q4_K_M | 1.985 | 128 | 1010.0 | 6.13 | 3.09 |
| ollama | lfm2.5-1.2b | Q4_K_M | 4.323 | 128 | 480.3 | 19.61 | 4.53 |
| ollama | lfm2.5-350m | Q4_K_M | 6.910 | 512 | 384.8 | 25.20 | 3.65 |
| ollama | llama3.2-1b | Q4_K_M | 5.907 | 128 | 289.8 | 32.43 | 5.49 |
| ollama | qwen2.5-0.5b | Q4_K_M | 9.474 | 128 | 204.6 | 41.52 | 4.38 |
| ollama | qwen3-0.6b | Q8_0 | 8.005 | 128 | 651.2 | 37.47 | 4.68 |
| ollama | smollm2-135m | Q4_K_M | 24.440 | 128 | 573.8 | 92.45 | 3.78 |
| ollama | smollm2-360m | Q8_0 | 12.332 | 128 | 380.8 | 54.78 | 4.44 |
| Backend | Model | Avg Power (W) | Avg CPU (°C) | Avg GPU (°C) | Peak TJ (°C) | Throttled |
|---|---|---|---|---|---|---|
| ollama | gemma3-1b | 4.64 | 52.6 | 54.8 | 56.0 | No |
| ollama | gemma3-4b | 3.09 | 47.9 | 49.1 | 54.0 | No |
| ollama | lfm2.5-1.2b | 4.53 | 49.9 | 51.8 | 54.5 | No |
| ollama | lfm2.5-350m | 3.65 | 47.1 | 48.6 | 51.2 | No |
| ollama | llama3.2-1b | 5.49 | 52.8 | 55.2 | 57.4 | No |
| ollama | qwen2.5-0.5b | 4.38 | 50.6 | 52.8 | 54.4 | No |
| ollama | qwen3-0.6b | 4.68 | 53.0 | 55.1 | 56.7 | No |
| ollama | smollm2-135m | 3.78 | 48.3 | 50.4 | 53.3 | No |
| ollama | smollm2-360m | 4.44 | 50.5 | 52.7 | 54.8 | No |
Generated by bench-non-reasoning.sh on 2026-06-07 02:35:27
108 rows | 1 backends | 9 models