| model_size,task,bitwidth,n_seeds,val_acc_mean,val_acc_std,test_acc_mean,test_acc_std,test_f1_mean,test_f1_std,val_loss_mean,test_loss_mean,runtime_min_mean,peak_mem_mean,tok_per_sec_mean |
| 1B,mnli,bf16,3,0.8683333333333333,0.0037859388972002373,0.8654999999999999,0.006264982043070892,0.8653083956675433,0.006270816056356187,0.4059144960977137,0.42808357807062564,16.005848055415683,3.8991456031799316,4421.951599036113 |
| 1B,mnli,int8,3,0.864,0.0036055512754639926,0.8655,0.0020000000000000018,0.8652873196563515,0.0018493874455787337,0.4026481938759486,0.41703708816505963,49.11950606769985,4.042572498321533,1441.267827943777 |
| 1B,mnli,nf4,3,0.8663333333333334,0.006027713773341715,0.8578333333333333,0.0046188021535170185,0.857350185936692,0.004708588047772657,0.42882573740060126,0.45238282563847804,27.021262919902803,3.594332218170166,2619.6264123846995 |
| 1B,qqp,bf16,3,0.8850000000000001,0.008185352771872488,0.8671666666666668,0.002362907813126317,0.8563715455640644,0.002434068961123083,0.33168968300769724,0.3622393156996307,15.982747264703114,3.8007454872131348,3504.028864424001 |
| 1B,qqp,int8,3,0.8850000000000001,0.0036055512754639926,0.8721666666666668,0.003329164059239672,0.8620928033929941,0.003924031377099495,0.3278755671866238,0.35578442910732705,48.49607572952906,3.94141419728597,1154.7156637663704 |
| 1B,qqp,nf4,3,0.8843333333333333,0.009814954576223688,0.8690000000000001,0.0073654599313281175,0.8588930101531366,0.008458132591954281,0.3240878925025463,0.3681254524917652,26.968459746572705,3.4921159744262695,2076.875638283192 |
| 1B,rte,bf16,3,0.5917001338688085,0.09641342747004465,0.6040914560770156,0.09178009610430013,0.5403232372731819,0.17811314948063978,0.6533019859468442,0.6538209433159673,1.8611258228619894,3.905528704325358,5780.334562747153 |
| 1B,rte,int8,3,0.5742971887550201,0.06684063043009332,0.5896510228640192,0.05260527796484816,0.5620893397226225,0.07591252066265962,0.6666581815026371,0.6696559872150996,5.872468793392182,4.051126639048259,1831.8613930588906 |
| 1B,rte,nf4,3,0.6198125836680054,0.030142785138414195,0.605294825511432,0.024573499225826863,0.5757963506855569,0.024696286011473605,0.668018733481646,0.6690097012961672,3.076315489080217,3.600826899210612,3496.858903370586 |
| 1B,sst2,bf16,3,0.9579999999999999,0.0026457513110646137,0.9568042813455658,0.0040273905783076375,0.9567887302440812,0.004025557969033214,0.13457303634316972,0.16396895939461453,15.8722232831849,2.874517281850179,2263.8749296239976 |
| 1B,sst2,int8,3,0.9613333333333333,0.002309401076758497,0.9560397553516818,0.0017517491188668583,0.9560237758763925,0.0017582156771960642,0.12330063251654307,0.1628260164525551,47.18701164987352,2.9744156201680503,761.488079790884 |
| 1B,sst2,nf4,3,0.9603333333333333,0.0025166114784236095,0.9613914373088684,0.0028860223376417195,0.9613746585973401,0.0028916454719679985,0.1517153804618865,0.15945911393808812,27.085417585902743,2.5277419090270996,1326.9060973298472 |
| 3B,mnli,bf16,3,0.884,0.002645751311064593,0.8906666666666666,0.0020207259421637157,0.8906031226447454,0.001991398412681899,0.36580944910459223,0.36821324739139527,27.882615779505837,7.771705150604248,2538.818918207597 |
| 3B,mnli,int8,3,0.8843333333333333,0.004509249752822954,0.8921666666666667,0.0012583057392117339,0.8920734401824019,0.0012323036672563276,0.3564175772791107,0.36329671799670904,93.54943878783119,6.794698556264241,756.6011965335168 |
| 3B,mnli,nf4,3,0.8863333333333333,0.005859465277082284,0.8901666666666667,0.001258305739211767,0.8900143890390361,0.0013058013521576545,0.36062676330655813,0.36794078984670336,48.385507224665744,5.507037003835042,1462.7391623645533 |
| 3B,qqp,bf16,3,0.8936666666666667,0.002309401076758497,0.8826666666666666,0.002929732638541186,0.8731419710867955,0.0029971559190328594,0.32186422634636985,0.35211418254176774,27.613011754883658,7.667335033416748,2028.0408291464773 |
| 3B,qqp,int8,3,0.89,0.0040000000000000036,0.8856666666666667,0.006525590650150657,0.8764615539570881,0.006991478123786767,0.3233578307821105,0.34477136287217336,88.50426805151832,6.680028756459554,632.7682767156824 |
| 3B,qqp,nf4,3,0.8936666666666667,0.005507570547286093,0.8796666666666666,0.003253203549323874,0.8698985592072951,0.003463028104524438,0.3051056341075649,0.3615734862269213,47.44738315873676,5.392285664876302,1180.2968599541637 |
| 3B,rte,bf16,3,0.8688085676037484,0.008360104415526632,0.8411552346570397,0.00955144877640647,0.8407270257772325,0.00946572547869649,0.3283395563243543,0.39950276877188656,3.757397598690457,7.778704643249512,2862.946471047149 |
| 3B,rte,int8,3,0.8795180722891566,0.006956027339634052,0.8447653429602888,0.010830324909747308,0.8438983421297999,0.010721682791072537,0.31994113012888986,0.4157145928891844,11.305886210335625,6.807360649108887,951.4711985577333 |
| 3B,rte,nf4,3,0.8527443105756358,0.023531989064587602,0.8447653429602888,0.0036101083032490655,0.8433082123227275,0.0037514457524024697,0.334626268321172,0.4382429690280689,6.421255682574379,5.5139665603637695,1675.2566967566465 |
| 3B,sst2,bf16,3,0.96,0.0010000000000000009,0.9648318042813456,0.0023872316507639016,0.9648209228221107,0.0023850293550469856,0.13699882493012894,0.12367955164108796,27.435226868258585,6.6774617830912275,1309.6065609023578 |
| 3B,sst2,int8,3,0.9613333333333333,0.00152752523165193,0.966743119266055,0.0011467889908256534,0.9667340485103462,0.001152770585253783,0.13588914043766756,0.12511721253270477,84.45279970831342,5.590993086496989,425.4594502079323 |
| 3B,sst2,nf4,3,0.9626666666666667,0.001527525231651936,0.9659785932721713,0.0013241978651138606,0.9659700401565418,0.0013259054456483408,0.134841581956173,0.12678794636581925,46.886887820561725,4.303949515024821,766.2812756929194 |
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