| accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv_mb perplexity time_ms wer | |
| 0.4277946949005127 4 0.0 wikitext ao_woq llama3 fixed 5542.3616 7163.871232 5.3583574295043945 39.155284 0.0 | |
| 0.0 4 0.0 wikitext comb_4 llama3 nlr_t_lin 14178.745344 15367.929856 1.2404381036758425 121.653858 0.0 | |
| 0.0 4 0.0 wikitext comb_7 llama3 nlr_t_lin 14178.745344 15367.929856 1.1248141527175903 146.207548 0.0 | |
| 0.408476859331131 4 0.0 wikitext comb_15 llama3 nlr_t_lin 14179.216384 15367.929856 6.14286470413208 68.746904 0.0 | |
| 0.3797703683376312 4 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 6.163248062133789 95.823589 0.0 | |
| 0.0 4 0.0 wikitext comb_1 llama3 nlr_t_lin 14185.276416 15374.221312 1.126541018486023 148.107294 0.0 | |
| 0.0 4 0.0 wikitext comb_2 llama3 nlr_t_lin 14185.276416 15374.221312 1.1422075033187866 201.611983 0.0 | |
| 0.4063154458999634 4 0.0 wikitext comb_10 llama3 nlr_t_lin 14185.747456 15374.221312 6.213593006134033 147.720079 0.0 | |
| 0.4065181016921997 4 0.0 wikitext comb_8 llama3 nlr_t_lin 14185.747456 15374.221312 6.210402488708496 147.82709 0.0 | |
| 0.4086795151233673 4 0.0 wikitext comb_18 llama3 nlr_t_lin 14185.747456 15374.221312 6.135317802429199 147.841822 0.0 | |
| 0.4081054031848907 4 0.0 wikitext comb_12 llama3 nlr_t_lin 14185.747456 15374.221312 6.1363911628723145 148.048068 0.0 | |
| 0.4090510606765747 4 0.0 wikitext comb_3 llama3 nlr_t_lin 14185.747456 15374.221312 6.104946136474609 175.779668 0.0 | |
| 0.4092198610305786 4 0.0 wikitext comb_5 llama3 nlr_t_lin 14185.747456 15374.221312 6.134158134460449 201.614178 0.0 | |
| 0.0 4 0.0 wikitext comb_11 llama3 nlr_t_lin 11051.945984 18748.53888 1.134110927581787 4.412611 0.0 | |
| 0.0 5 0.0 wikitext comb_4 llama3 nlr_t_lin 14178.745344 15367.929856 1.2200177907943726 121.6072 0.0 | |
| 0.0 5 0.0 wikitext comb_7 llama3 nlr_t_lin 14178.745344 15367.929856 1.1248141527175903 146.238178 0.0 | |
| 0.4308341741561889 5 0.0 wikitext comb_15 llama3 nlr_t_lin 14179.216384 15367.929856 5.28123664855957 68.716002 0.0 | |
| 0.4355623126029968 5 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 5.448963165283203 95.662044 0.0 | |
| 0.0111111123114824 5 0.0 wikitext comb_1 llama3 nlr_t_lin 14185.276416 15374.221312 1.138054370880127 147.947441 0.0 | |
| 0.0015873017255216 5 0.0 wikitext comb_2 llama3 nlr_t_lin 14185.276416 15374.221312 1.1338989734649658 201.268211 0.0 | |
| 0.4305640161037445 5 0.0 wikitext comb_10 llama3 nlr_t_lin 14185.747456 15374.221312 5.244463443756104 147.524724 0.0 | |
| 0.43171226978302 5 0.0 wikitext comb_18 llama3 nlr_t_lin 14185.747456 15374.221312 5.266531944274902 147.551866 0.0 | |
| 0.4306653141975403 5 0.0 wikitext comb_8 llama3 nlr_t_lin 14185.747456 15374.221312 5.242984294891357 147.797326 0.0 | |
| 0.4311043918132782 5 0.0 wikitext comb_12 llama3 nlr_t_lin 14185.747456 15374.221312 5.254399299621582 147.887561 0.0 | |
| 0.4317460358142853 5 0.0 wikitext comb_3 llama3 nlr_t_lin 14185.747456 15374.221312 5.287018775939941 175.525251 0.0 | |
| 0.4312394559383392 5 0.0 wikitext comb_5 llama3 nlr_t_lin 14185.747456 15374.221312 5.284330368041992 201.061534 0.0 | |
| 0.0 5 0.0 wikitext comb_11 llama3 nlr_t_lin 11051.945984 18748.53888 1.1568723917007446 4.388439 0.0 | |
| 0.0 7 0.0 wikitext comb_4 llama3 nlr_t_lin 14178.745344 15367.929856 1.1227006912231443 121.190878 0.0 | |
| 0.0 7 0.0 wikitext comb_7 llama3 nlr_t_lin 14178.745344 15367.929856 1.1248141527175903 146.033262 0.0 | |
| 0.4430597722530365 7 0.0 wikitext comb_15 llama3 nlr_t_lin 14179.216384 15367.929856 5.229915142059326 68.546988 0.0 | |
| 0.4427558183670044 7 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 5.248887062072754 95.547685 0.0 | |
| 0.0015873017255216 7 0.0 wikitext comb_1 llama3 nlr_t_lin 14185.276416 15374.221312 1.1441526412963867 147.912071 0.0 | |
| 0.0111111123114824 7 0.0 wikitext comb_2 llama3 nlr_t_lin 14185.276416 15374.221312 1.104164719581604 201.265207 0.0 | |
| 0.4431948959827423 7 0.0 wikitext comb_18 llama3 nlr_t_lin 14185.747456 15374.221312 5.221767425537109 147.435124 0.0 | |
| 0.4438365399837494 7 0.0 wikitext comb_10 llama3 nlr_t_lin 14185.747456 15374.221312 5.228815078735352 147.558518 0.0 | |
| 0.4439040720462799 7 0.0 wikitext comb_8 llama3 nlr_t_lin 14185.747456 15374.221312 5.227048397064209 147.76178 0.0 | |
| 0.4436001479625702 7 0.0 wikitext comb_12 llama3 nlr_t_lin 14185.747456 15374.221312 5.217630386352539 147.954959 0.0 | |
| 0.4437014460563659 7 0.0 wikitext comb_3 llama3 nlr_t_lin 14185.747456 15374.221312 5.236624240875244 175.133152 0.0 | |
| 0.4435325860977173 7 0.0 wikitext comb_5 llama3 nlr_t_lin 14185.747456 15374.221312 5.2459211349487305 201.340142 0.0 | |
| 0.0 7 0.0 wikitext comb_11 llama3 nlr_t_lin 11051.945984 18748.53888 1.1400392055511477 4.404019 0.0 | |
| 0.4437352418899536 8 0.0 wikitext ao_woq llama3 fixed 12110.375936 14040.43264 5.208643436431885 52.321154 0.0 | |
| 0.0 8 0.0 wikitext comb_4 llama3 nlr_t_lin 14178.745344 15367.929856 1.1235297918319702 121.229042 0.0 | |
| 0.0 8 0.0 wikitext comb_7 llama3 nlr_t_lin 14178.745344 15367.929856 1.1248141527175903 146.02345 0.0 | |
| 0.4433299899101257 8 0.0 wikitext comb_15 llama3 nlr_t_lin 14179.216384 15367.929856 5.208426475524902 68.578351 0.0 | |
| 0.443870335817337 8 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 5.208242893218994 95.436877 0.0 | |
| 0.4436001181602478 8 0.0 wikitext comb_18 llama3 nlr_t_lin 14185.747456 15374.221312 5.21321964263916 147.483362 0.0 | |
| 0.4429584741592407 8 0.0 wikitext comb_10 llama3 nlr_t_lin 14185.747456 15374.221312 5.211179733276367 147.539241 0.0 | |
| 0.4432961940765381 8 0.0 wikitext comb_8 llama3 nlr_t_lin 14185.747456 15374.221312 5.208367347717285 147.682986 0.0 | |
| 0.4436001181602478 8 0.0 wikitext comb_12 llama3 nlr_t_lin 14185.747456 15374.221312 5.218276023864746 147.762935 0.0 | |
| 0.1377575248479843 8 0.0 wikitext comb_1 llama3 nlr_t_lin 14185.747456 15374.221312 27.58025932312012 148.037772 0.0 | |
| 0.4433975517749786 8 0.0 wikitext comb_3 llama3 nlr_t_lin 14185.747456 15374.221312 5.213704586029053 175.008103 0.0 | |
| 0.4436339139938354 8 0.0 wikitext comb_5 llama3 nlr_t_lin 14185.747456 15374.221312 5.208388805389404 201.052781 0.0 | |
| 0.3104694485664367 8 0.0 wikitext comb_2 llama3 nlr_t_lin 14185.747456 15374.221312 8.306726455688477 201.100414 0.0 | |
| 0.0 8 0.0 wikitext comb_11 llama3 nlr_t_lin 11051.945984 18748.53888 1.1334097385406494 4.401078 0.0 | |
| 0.0 6 0.0 wikitext comb_4 llama3 nlr_t_lin 14178.745344 15367.929856 1.145577907562256 121.251192 0.0 | |
| 0.0 6 0.0 wikitext comb_7 llama3 nlr_t_lin 14178.745344 15367.929856 1.1248141527175903 146.142765 0.0 | |
| 0.4430935680866241 6 0.0 wikitext comb_15 llama3 nlr_t_lin 14179.216384 15367.929856 5.21204137802124 68.699546 0.0 | |
| 0.4409320950508117 6 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 5.193300724029541 95.775669 0.0 | |
| 0.0 6 0.0 wikitext comb_17 llama3 nlr_t_lin 14185.276416 15374.221312 3.8901751232714766e+27 147.622088 0.0 | |
| 0.0015873017255216 6 0.0 wikitext comb_1 llama3 nlr_t_lin 14185.276416 15374.221312 1.136043906211853 148.236138 0.0 | |
| 0.0 6 0.0 wikitext comb_2 llama3 nlr_t_lin 14185.276416 15374.221312 1.1496609449386597 201.444712 0.0 | |
| 0.4420128762722015 6 0.0 wikitext comb_18 llama3 nlr_t_lin 14185.747456 15374.221312 5.220036506652832 147.479344 0.0 | |
| 0.4424518942832947 6 0.0 wikitext comb_10 llama3 nlr_t_lin 14185.747456 15374.221312 5.172033786773682 147.562968 0.0 | |
| 0.4415400326251983 6 0.0 wikitext comb_8 llama3 nlr_t_lin 14185.747456 15374.221312 5.168991565704346 147.717736 0.0 | |
| 0.4413374066352844 6 0.0 wikitext comb_12 llama3 nlr_t_lin 14185.747456 15374.221312 5.165924549102783 148.695954 0.0 | |
| 0.4416075646877289 6 0.0 wikitext comb_3 llama3 nlr_t_lin 14185.747456 15374.221312 5.220284938812256 175.391737 0.0 | |
| 0.4426207840442657 6 0.0 wikitext comb_5 llama3 nlr_t_lin 14185.747456 15374.221312 5.2124738693237305 201.484605 0.0 | |
| 0.0 6 0.0 wikitext comb_11 llama3 nlr_t_lin 11051.945984 18748.53888 1.1342358589172363 4.428678 0.0 | |
| 0.4436677098274231 32 0.0 wikitext base llama3 ---- 33003.526656 33155.97312 5.223813056945801 26.878557 0.0 | |