{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "eval_steps": 500, "global_step": 711, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "grad_norm": 6.304776350824905, "learning_rate": 2.7777777777777776e-07, "loss": 1.2835, "step": 1 }, { "epoch": 0.02, "grad_norm": 6.1444154892612906, "learning_rate": 1.3888888888888892e-06, "loss": 1.2052, "step": 5 }, { "epoch": 0.04, "grad_norm": 3.829285889985009, "learning_rate": 2.7777777777777783e-06, "loss": 1.2292, "step": 10 }, { "epoch": 0.06, "grad_norm": 1.1679705762984034, "learning_rate": 4.166666666666667e-06, "loss": 1.1597, "step": 15 }, { "epoch": 0.08, "grad_norm": 1.4357027628580525, "learning_rate": 5.555555555555557e-06, "loss": 1.1284, "step": 20 }, { "epoch": 0.11, "grad_norm": 0.9452863213714234, "learning_rate": 6.944444444444445e-06, "loss": 1.1531, "step": 25 }, { "epoch": 0.13, "grad_norm": 0.8873033736663324, "learning_rate": 8.333333333333334e-06, "loss": 1.1549, "step": 30 }, { "epoch": 0.15, "grad_norm": 0.7881640401882983, "learning_rate": 9.722222222222223e-06, "loss": 1.1306, "step": 35 }, { "epoch": 0.17, "grad_norm": 0.7249086340452754, "learning_rate": 1.1111111111111113e-05, "loss": 1.0851, "step": 40 }, { "epoch": 0.19, "grad_norm": 0.6764364880756644, "learning_rate": 1.25e-05, "loss": 1.139, "step": 45 }, { "epoch": 0.21, "grad_norm": 0.6897544761050797, "learning_rate": 1.388888888888889e-05, "loss": 1.1317, "step": 50 }, { "epoch": 0.23, "grad_norm": 0.6816142474216428, "learning_rate": 1.5277777777777777e-05, "loss": 1.1313, "step": 55 }, { "epoch": 0.25, "grad_norm": 0.6811212493739357, "learning_rate": 1.6666666666666667e-05, "loss": 1.138, "step": 60 }, { "epoch": 0.27, "grad_norm": 0.6862844341255663, "learning_rate": 1.8055555555555558e-05, "loss": 1.1483, "step": 65 }, { "epoch": 0.3, "grad_norm": 1.4787128965985026, "learning_rate": 1.9444444444444445e-05, "loss": 1.1395, "step": 70 }, { "epoch": 0.32, "grad_norm": 0.7775487986058592, "learning_rate": 1.999891231617599e-05, "loss": 1.1161, "step": 75 }, { "epoch": 0.34, "grad_norm": 0.7115088691454458, "learning_rate": 1.9992266216318037e-05, "loss": 1.0932, "step": 80 }, { "epoch": 0.36, "grad_norm": 0.6818793389006765, "learning_rate": 1.997958229642588e-05, "loss": 1.1178, "step": 85 }, { "epoch": 0.38, "grad_norm": 0.6928106880338162, "learning_rate": 1.996086822074945e-05, "loss": 1.1298, "step": 90 }, { "epoch": 0.4, "grad_norm": 0.6676196732940871, "learning_rate": 1.9936135297256183e-05, "loss": 1.1094, "step": 95 }, { "epoch": 0.42, "grad_norm": 0.713377771129619, "learning_rate": 1.9905398470798207e-05, "loss": 1.1224, "step": 100 }, { "epoch": 0.44, "grad_norm": 0.6855059849013185, "learning_rate": 1.9868676314081907e-05, "loss": 1.1123, "step": 105 }, { "epoch": 0.46, "grad_norm": 0.660806750689474, "learning_rate": 1.9825991016445387e-05, "loss": 1.1044, "step": 110 }, { "epoch": 0.49, "grad_norm": 0.6638994109236709, "learning_rate": 1.9777368370450582e-05, "loss": 1.0811, "step": 115 }, { "epoch": 0.51, "grad_norm": 0.6862841124125318, "learning_rate": 1.9722837756298112e-05, "loss": 1.1057, "step": 120 }, { "epoch": 0.53, "grad_norm": 0.6713561495513073, "learning_rate": 1.9662432124074325e-05, "loss": 1.1247, "step": 125 }, { "epoch": 0.55, "grad_norm": 0.6865654618803174, "learning_rate": 1.9596187973841218e-05, "loss": 1.0959, "step": 130 }, { "epoch": 0.57, "grad_norm": 0.6512909442458682, "learning_rate": 1.9524145333581315e-05, "loss": 1.1178, "step": 135 }, { "epoch": 0.59, "grad_norm": 1.542422418836288, "learning_rate": 1.9446347735010765e-05, "loss": 1.0984, "step": 140 }, { "epoch": 0.61, "grad_norm": 0.7206951642675766, "learning_rate": 1.9362842187275354e-05, "loss": 1.0812, "step": 145 }, { "epoch": 0.63, "grad_norm": 0.6984462641482525, "learning_rate": 1.9273679148545246e-05, "loss": 1.1129, "step": 150 }, { "epoch": 0.65, "grad_norm": 0.6657063460800421, "learning_rate": 1.917891249552568e-05, "loss": 1.1147, "step": 155 }, { "epoch": 0.68, "grad_norm": 0.6732684805189473, "learning_rate": 1.9078599490901984e-05, "loss": 1.0988, "step": 160 }, { "epoch": 0.7, "grad_norm": 0.6969660113279658, "learning_rate": 1.897280074873868e-05, "loss": 1.0901, "step": 165 }, { "epoch": 0.72, "grad_norm": 0.6545636951842201, "learning_rate": 1.8861580197853423e-05, "loss": 1.0808, "step": 170 }, { "epoch": 0.74, "grad_norm": 0.728879426031119, "learning_rate": 1.8745005043188104e-05, "loss": 1.1007, "step": 175 }, { "epoch": 0.76, "grad_norm": 0.6989476047236611, "learning_rate": 1.862314572520028e-05, "loss": 1.0972, "step": 180 }, { "epoch": 0.78, "grad_norm": 0.6937493330837292, "learning_rate": 1.8496075877299585e-05, "loss": 1.0751, "step": 185 }, { "epoch": 0.8, "grad_norm": 0.7237715465824409, "learning_rate": 1.8363872281354796e-05, "loss": 1.1005, "step": 190 }, { "epoch": 0.82, "grad_norm": 0.665001160804127, "learning_rate": 1.8226614821298444e-05, "loss": 1.0979, "step": 195 }, { "epoch": 0.84, "grad_norm": 0.6512333420285555, "learning_rate": 1.808438643485698e-05, "loss": 1.0663, "step": 200 }, { "epoch": 0.86, "grad_norm": 0.6670845393437954, "learning_rate": 1.793727306343574e-05, "loss": 1.0479, "step": 205 }, { "epoch": 0.89, "grad_norm": 0.660996369149025, "learning_rate": 1.7785363600188894e-05, "loss": 1.0631, "step": 210 }, { "epoch": 0.91, "grad_norm": 0.6383025721204546, "learning_rate": 1.762874983630582e-05, "loss": 1.0594, "step": 215 }, { "epoch": 0.93, "grad_norm": 0.6481663495293073, "learning_rate": 1.7467526405546344e-05, "loss": 1.1117, "step": 220 }, { "epoch": 0.95, "grad_norm": 0.6526574717781632, "learning_rate": 1.7301790727058344e-05, "loss": 1.074, "step": 225 }, { "epoch": 0.97, "grad_norm": 0.6602485216423672, "learning_rate": 1.7131642946512314e-05, "loss": 1.1002, "step": 230 }, { "epoch": 0.99, "grad_norm": 0.703340110707448, "learning_rate": 1.6957185875588403e-05, "loss": 1.0963, "step": 235 }, { "epoch": 1.0, "eval_loss": 1.0788308382034302, "eval_runtime": 5.3118, "eval_samples_per_second": 277.497, "eval_steps_per_second": 4.518, "step": 237 }, { "epoch": 1.01, "grad_norm": 0.7492129279971655, "learning_rate": 1.6778524929852513e-05, "loss": 1.028, "step": 240 }, { "epoch": 1.03, "grad_norm": 0.8102380476622988, "learning_rate": 1.659576806505905e-05, "loss": 0.9794, "step": 245 }, { "epoch": 1.05, "grad_norm": 0.7121110613571635, "learning_rate": 1.640902571191869e-05, "loss": 0.9648, "step": 250 }, { "epoch": 1.08, "grad_norm": 0.7426962668349942, "learning_rate": 1.6218410709370735e-05, "loss": 0.9826, "step": 255 }, { "epoch": 1.1, "grad_norm": 0.675584007232439, "learning_rate": 1.6024038236400246e-05, "loss": 0.9454, "step": 260 }, { "epoch": 1.12, "grad_norm": 0.7129690280611058, "learning_rate": 1.582602574244121e-05, "loss": 0.9403, "step": 265 }, { "epoch": 1.14, "grad_norm": 0.6747033998323487, "learning_rate": 1.562449287640781e-05, "loss": 0.9864, "step": 270 }, { "epoch": 1.16, "grad_norm": 0.6837814023465153, "learning_rate": 1.5419561414396657e-05, "loss": 0.9864, "step": 275 }, { "epoch": 1.18, "grad_norm": 0.6969571002742431, "learning_rate": 1.5211355186103655e-05, "loss": 0.9567, "step": 280 }, { "epoch": 1.2, "grad_norm": 0.6630210250243682, "learning_rate": 1.5000000000000002e-05, "loss": 0.9811, "step": 285 }, { "epoch": 1.22, "grad_norm": 0.6589068053142794, "learning_rate": 1.4785623567312492e-05, "loss": 0.9389, "step": 290 }, { "epoch": 1.24, "grad_norm": 0.6878317017661794, "learning_rate": 1.4568355424854113e-05, "loss": 1.0157, "step": 295 }, { "epoch": 1.27, "grad_norm": 0.7179535464777137, "learning_rate": 1.4348326856751496e-05, "loss": 0.9787, "step": 300 }, { "epoch": 1.29, "grad_norm": 0.6829129430840285, "learning_rate": 1.412567081511659e-05, "loss": 0.9639, "step": 305 }, { "epoch": 1.31, "grad_norm": 0.7030815356191583, "learning_rate": 1.3900521839710428e-05, "loss": 0.9486, "step": 310 }, { "epoch": 1.33, "grad_norm": 0.67559393512531, "learning_rate": 1.367301597664757e-05, "loss": 0.9795, "step": 315 }, { "epoch": 1.35, "grad_norm": 0.6780812345565891, "learning_rate": 1.3443290696190335e-05, "loss": 0.9785, "step": 320 }, { "epoch": 1.37, "grad_norm": 0.6710329710920228, "learning_rate": 1.3211484809682482e-05, "loss": 0.992, "step": 325 }, { "epoch": 1.39, "grad_norm": 0.6741452885754833, "learning_rate": 1.2977738385672558e-05, "loss": 1.0023, "step": 330 }, { "epoch": 1.41, "grad_norm": 0.6632729564225439, "learning_rate": 1.2742192665277569e-05, "loss": 0.995, "step": 335 }, { "epoch": 1.43, "grad_norm": 0.6601370650300007, "learning_rate": 1.250498997683813e-05, "loss": 0.9764, "step": 340 }, { "epoch": 1.46, "grad_norm": 0.6652011155656283, "learning_rate": 1.2266273649916669e-05, "loss": 0.9537, "step": 345 }, { "epoch": 1.48, "grad_norm": 0.6446717094616893, "learning_rate": 1.202618792869063e-05, "loss": 0.9525, "step": 350 }, { "epoch": 1.5, "grad_norm": 0.6721085026757567, "learning_rate": 1.178487788479303e-05, "loss": 0.9629, "step": 355 }, { "epoch": 1.52, "grad_norm": 0.6629783449328003, "learning_rate": 1.1542489329653024e-05, "loss": 0.9842, "step": 360 }, { "epoch": 1.54, "grad_norm": 0.6522335344513943, "learning_rate": 1.129916872638945e-05, "loss": 1.0048, "step": 365 }, { "epoch": 1.56, "grad_norm": 0.6781899139396206, "learning_rate": 1.1055063101310581e-05, "loss": 0.9685, "step": 370 }, { "epoch": 1.58, "grad_norm": 0.6691172096591039, "learning_rate": 1.08103199550736e-05, "loss": 0.9747, "step": 375 }, { "epoch": 1.6, "grad_norm": 0.6373869560949246, "learning_rate": 1.0565087173557396e-05, "loss": 0.9686, "step": 380 }, { "epoch": 1.62, "grad_norm": 0.6517373978992131, "learning_rate": 1.0319512938502654e-05, "loss": 0.9714, "step": 385 }, { "epoch": 1.65, "grad_norm": 0.6580577126773488, "learning_rate": 1.0073745637973125e-05, "loss": 0.9747, "step": 390 }, { "epoch": 1.67, "grad_norm": 0.6489932524871953, "learning_rate": 9.827933776692236e-06, "loss": 0.9874, "step": 395 }, { "epoch": 1.69, "grad_norm": 0.6407459560571601, "learning_rate": 9.582225886309217e-06, "loss": 0.9618, "step": 400 }, { "epoch": 1.71, "grad_norm": 0.6629610117016943, "learning_rate": 9.336770435648963e-06, "loss": 0.992, "step": 405 }, { "epoch": 1.73, "grad_norm": 0.6667119859349727, "learning_rate": 9.091715740999829e-06, "loss": 0.971, "step": 410 }, { "epoch": 1.75, "grad_norm": 0.6886862002448931, "learning_rate": 8.84720987649363e-06, "loss": 0.9556, "step": 415 }, { "epoch": 1.77, "grad_norm": 0.6426160780174832, "learning_rate": 8.60340058463194e-06, "loss": 0.9879, "step": 420 }, { "epoch": 1.79, "grad_norm": 0.6346609133677081, "learning_rate": 8.360435187012789e-06, "loss": 1.0061, "step": 425 }, { "epoch": 1.81, "grad_norm": 0.6483257723288812, "learning_rate": 8.118460495311687e-06, "loss": 1.0141, "step": 430 }, { "epoch": 1.84, "grad_norm": 0.7171449794590815, "learning_rate": 7.877622722570772e-06, "loss": 0.9675, "step": 435 }, { "epoch": 1.86, "grad_norm": 0.650114145091982, "learning_rate": 7.638067394849672e-06, "loss": 0.9742, "step": 440 }, { "epoch": 1.88, "grad_norm": 0.6929157157409924, "learning_rate": 7.3999392632914936e-06, "loss": 0.9872, "step": 445 }, { "epoch": 1.9, "grad_norm": 0.6361399427239406, "learning_rate": 7.163382216657033e-06, "loss": 0.9685, "step": 450 }, { "epoch": 1.92, "grad_norm": 0.6216240484506025, "learning_rate": 6.928539194380101e-06, "loss": 0.9648, "step": 455 }, { "epoch": 1.94, "grad_norm": 0.6162980824439727, "learning_rate": 6.6955521001964526e-06, "loss": 0.9608, "step": 460 }, { "epoch": 1.96, "grad_norm": 0.662006443614462, "learning_rate": 6.464561716398565e-06, "loss": 0.9555, "step": 465 }, { "epoch": 1.98, "grad_norm": 0.6525504751262218, "learning_rate": 6.2357076187680325e-06, "loss": 0.9779, "step": 470 }, { "epoch": 2.0, "eval_loss": 1.0727574825286865, "eval_runtime": 4.9769, "eval_samples_per_second": 296.167, "eval_steps_per_second": 4.822, "step": 474 }, { "epoch": 2.0, "grad_norm": 0.9211908456070792, "learning_rate": 6.009128092236983e-06, "loss": 0.9304, "step": 475 }, { "epoch": 2.03, "grad_norm": 0.8532374349387694, "learning_rate": 5.78496004732952e-06, "loss": 0.8546, "step": 480 }, { "epoch": 2.05, "grad_norm": 0.7234550887455584, "learning_rate": 5.563338937433622e-06, "loss": 0.8819, "step": 485 }, { "epoch": 2.07, "grad_norm": 0.7126403603814161, "learning_rate": 5.344398676953526e-06, "loss": 0.9011, "step": 490 }, { "epoch": 2.09, "grad_norm": 0.640441506166026, "learning_rate": 5.128271560392037e-06, "loss": 0.8714, "step": 495 }, { "epoch": 2.11, "grad_norm": 0.6599554320566688, "learning_rate": 4.915088182411674e-06, "loss": 0.8918, "step": 500 }, { "epoch": 2.13, "grad_norm": 0.6420656415982475, "learning_rate": 4.7049773589229306e-06, "loss": 0.8936, "step": 505 }, { "epoch": 2.15, "grad_norm": 0.6624281801845274, "learning_rate": 4.498066049247344e-06, "loss": 0.9076, "step": 510 }, { "epoch": 2.17, "grad_norm": 0.6494624453990643, "learning_rate": 4.29447927940242e-06, "loss": 0.874, "step": 515 }, { "epoch": 2.19, "grad_norm": 0.62980438510625, "learning_rate": 4.094340066554742e-06, "loss": 0.8797, "step": 520 }, { "epoch": 2.22, "grad_norm": 0.6496965620768959, "learning_rate": 3.897769344686929e-06, "loss": 0.8783, "step": 525 }, { "epoch": 2.24, "grad_norm": 0.623988823063145, "learning_rate": 3.7048858915233665e-06, "loss": 0.8991, "step": 530 }, { "epoch": 2.26, "grad_norm": 0.6235243813957997, "learning_rate": 3.5158062567588468e-06, "loss": 0.8587, "step": 535 }, { "epoch": 2.28, "grad_norm": 0.6224524258972475, "learning_rate": 3.330644691633492e-06, "loss": 0.8742, "step": 540 }, { "epoch": 2.3, "grad_norm": 0.6267167014433769, "learning_rate": 3.149513079896521e-06, "loss": 0.9013, "step": 545 }, { "epoch": 2.32, "grad_norm": 0.6252594161210878, "learning_rate": 2.9725208702005736e-06, "loss": 0.8905, "step": 550 }, { "epoch": 2.34, "grad_norm": 0.6204178434773648, "learning_rate": 2.7997750099674282e-06, "loss": 0.8819, "step": 555 }, { "epoch": 2.36, "grad_norm": 0.6234939504584522, "learning_rate": 2.631379880765107e-06, "loss": 0.8844, "step": 560 }, { "epoch": 2.38, "grad_norm": 0.6404757813962814, "learning_rate": 2.467437235235378e-06, "loss": 0.8643, "step": 565 }, { "epoch": 2.41, "grad_norm": 0.6154655956232923, "learning_rate": 2.3080461356097938e-06, "loss": 0.8835, "step": 570 }, { "epoch": 2.43, "grad_norm": 0.6226597834743854, "learning_rate": 2.153302893851401e-06, "loss": 0.8547, "step": 575 }, { "epoch": 2.45, "grad_norm": 0.635711672458865, "learning_rate": 2.0033010134583085e-06, "loss": 0.8799, "step": 580 }, { "epoch": 2.47, "grad_norm": 0.6222216060732768, "learning_rate": 1.8581311329642592e-06, "loss": 0.8614, "step": 585 }, { "epoch": 2.49, "grad_norm": 0.6211538083313471, "learning_rate": 1.7178809711703525e-06, "loss": 0.8851, "step": 590 }, { "epoch": 2.51, "grad_norm": 0.6264778347828893, "learning_rate": 1.5826352741410333e-06, "loss": 0.8841, "step": 595 }, { "epoch": 2.53, "grad_norm": 0.6194165165737189, "learning_rate": 1.452475763996326e-06, "loss": 0.8519, "step": 600 }, { "epoch": 2.55, "grad_norm": 0.6156200040809161, "learning_rate": 1.3274810895313083e-06, "loss": 0.8595, "step": 605 }, { "epoch": 2.57, "grad_norm": 0.6268920763538539, "learning_rate": 1.207726778692625e-06, "loss": 0.8668, "step": 610 }, { "epoch": 2.59, "grad_norm": 0.6237602437342175, "learning_rate": 1.0932851929407828e-06, "loss": 0.8984, "step": 615 }, { "epoch": 2.62, "grad_norm": 0.6098041198161336, "learning_rate": 9.842254835257792e-07, "loss": 0.8889, "step": 620 }, { "epoch": 2.64, "grad_norm": 0.6047803478738842, "learning_rate": 8.806135497025181e-07, "loss": 0.8712, "step": 625 }, { "epoch": 2.66, "grad_norm": 0.6161378090035984, "learning_rate": 7.825119989112173e-07, "loss": 0.8885, "step": 630 }, { "epoch": 2.68, "grad_norm": 0.6233431696221546, "learning_rate": 6.899801089469205e-07, "loss": 0.8852, "step": 635 }, { "epoch": 2.7, "grad_norm": 0.6391554220139581, "learning_rate": 6.030737921409169e-07, "loss": 0.8773, "step": 640 }, { "epoch": 2.72, "grad_norm": 0.6245630190412572, "learning_rate": 5.218455615757601e-07, "loss": 0.8805, "step": 645 }, { "epoch": 2.74, "grad_norm": 0.6100529800808214, "learning_rate": 4.4634449935427203e-07, "loss": 0.8605, "step": 650 }, { "epoch": 2.76, "grad_norm": 0.6121972838225812, "learning_rate": 3.7661622694171393e-07, "loss": 0.9044, "step": 655 }, { "epoch": 2.78, "grad_norm": 0.6334525599084514, "learning_rate": 3.127028775990515e-07, "loss": 0.8752, "step": 660 }, { "epoch": 2.81, "grad_norm": 0.6246892070368814, "learning_rate": 2.546430709239578e-07, "loss": 0.873, "step": 665 }, { "epoch": 2.83, "grad_norm": 0.6189951160404621, "learning_rate": 2.02471889514948e-07, "loss": 0.8616, "step": 670 }, { "epoch": 2.85, "grad_norm": 0.612318312224187, "learning_rate": 1.562208577727442e-07, "loss": 0.8419, "step": 675 }, { "epoch": 2.87, "grad_norm": 0.597268698517341, "learning_rate": 1.1591792285167603e-07, "loss": 0.863, "step": 680 }, { "epoch": 2.89, "grad_norm": 0.6176692124122442, "learning_rate": 8.158743777263334e-08, "loss": 0.8801, "step": 685 }, { "epoch": 2.91, "grad_norm": 0.6020045294431875, "learning_rate": 5.325014670776951e-08, "loss": 0.8632, "step": 690 }, { "epoch": 2.93, "grad_norm": 0.6387655106971034, "learning_rate": 3.092317244584919e-08, "loss": 0.9029, "step": 695 }, { "epoch": 2.95, "grad_norm": 0.6272250942520349, "learning_rate": 1.4620006045816814e-08, "loss": 0.9094, "step": 700 }, { "epoch": 2.97, "grad_norm": 0.6245247048439003, "learning_rate": 4.3504986848297295e-09, "loss": 0.8741, "step": 705 }, { "epoch": 3.0, "grad_norm": 0.6085774534918146, "learning_rate": 1.2085570569642102e-10, "loss": 0.8734, "step": 710 }, { "epoch": 3.0, "eval_loss": 1.0886437892913818, "eval_runtime": 5.0486, "eval_samples_per_second": 291.961, "eval_steps_per_second": 4.754, "step": 711 }, { "epoch": 3.0, "step": 711, "total_flos": 277125248581632.0, "train_loss": 0.9885472514458347, "train_runtime": 1164.5291, "train_samples_per_second": 77.885, "train_steps_per_second": 0.611 } ], "logging_steps": 5, "max_steps": 711, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 100, "total_flos": 277125248581632.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }