| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 972, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.030864197530864196, | |
| "grad_norm": 5.566057508694927, | |
| "learning_rate": 1.0204081632653063e-06, | |
| "loss": 0.9078, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.06172839506172839, | |
| "grad_norm": 2.402969993178742, | |
| "learning_rate": 2.0408163265306125e-06, | |
| "loss": 0.4908, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.09259259259259259, | |
| "grad_norm": 1.5973191159110185, | |
| "learning_rate": 3.0612244897959185e-06, | |
| "loss": 0.3604, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.12345679012345678, | |
| "grad_norm": 1.5212680542283326, | |
| "learning_rate": 4.081632653061225e-06, | |
| "loss": 0.2917, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.15432098765432098, | |
| "grad_norm": 1.327762286536679, | |
| "learning_rate": 5.1020408163265315e-06, | |
| "loss": 0.2483, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.18518518518518517, | |
| "grad_norm": 1.497773959020813, | |
| "learning_rate": 6.122448979591837e-06, | |
| "loss": 0.3335, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.21604938271604937, | |
| "grad_norm": 1.452406056897556, | |
| "learning_rate": 7.1428571428571436e-06, | |
| "loss": 0.2373, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.24691358024691357, | |
| "grad_norm": 1.2333736335084606, | |
| "learning_rate": 8.16326530612245e-06, | |
| "loss": 0.2827, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.2777777777777778, | |
| "grad_norm": 1.977571583115981, | |
| "learning_rate": 9.183673469387756e-06, | |
| "loss": 0.3493, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.30864197530864196, | |
| "grad_norm": 0.43529393896151314, | |
| "learning_rate": 9.999870796282452e-06, | |
| "loss": 0.2379, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.3395061728395062, | |
| "grad_norm": 1.1728868827035934, | |
| "learning_rate": 9.995349367260807e-06, | |
| "loss": 0.2865, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.37037037037037035, | |
| "grad_norm": 0.8560454934036049, | |
| "learning_rate": 9.984374428250894e-06, | |
| "loss": 0.2797, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.4012345679012346, | |
| "grad_norm": 0.8669441816278666, | |
| "learning_rate": 9.966960157816279e-06, | |
| "loss": 0.2909, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.43209876543209874, | |
| "grad_norm": 1.1122798966875698, | |
| "learning_rate": 9.943129053516176e-06, | |
| "loss": 0.2224, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.46296296296296297, | |
| "grad_norm": 1.3783001550147502, | |
| "learning_rate": 9.912911902840771e-06, | |
| "loss": 0.3475, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.49382716049382713, | |
| "grad_norm": 1.1129606902235367, | |
| "learning_rate": 9.876347743436758e-06, | |
| "loss": 0.2754, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.5246913580246914, | |
| "grad_norm": 0.5982987847884026, | |
| "learning_rate": 9.833483812674453e-06, | |
| "loss": 0.2668, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.5555555555555556, | |
| "grad_norm": 1.151190335163041, | |
| "learning_rate": 9.78437548662167e-06, | |
| "loss": 0.304, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.5864197530864198, | |
| "grad_norm": 0.9873399404098623, | |
| "learning_rate": 9.729086208503174e-06, | |
| "loss": 0.2839, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.6172839506172839, | |
| "grad_norm": 1.0916371259601432, | |
| "learning_rate": 9.66768740673815e-06, | |
| "loss": 0.2536, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.6481481481481481, | |
| "grad_norm": 0.8725822152638094, | |
| "learning_rate": 9.60025840266157e-06, | |
| "loss": 0.2941, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.6790123456790124, | |
| "grad_norm": 0.9851282803801447, | |
| "learning_rate": 9.52688630804867e-06, | |
| "loss": 0.2636, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.7098765432098766, | |
| "grad_norm": 1.2682899477638283, | |
| "learning_rate": 9.44766591257493e-06, | |
| "loss": 0.3098, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.7407407407407407, | |
| "grad_norm": 0.9753967370936533, | |
| "learning_rate": 9.362699561356957e-06, | |
| "loss": 0.2596, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.7716049382716049, | |
| "grad_norm": 1.2536107665402, | |
| "learning_rate": 9.272097022732444e-06, | |
| "loss": 0.3364, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.8024691358024691, | |
| "grad_norm": 1.0948963090455852, | |
| "learning_rate": 9.175975346450063e-06, | |
| "loss": 0.2546, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.8333333333333334, | |
| "grad_norm": 0.761843240861204, | |
| "learning_rate": 9.074458712452476e-06, | |
| "loss": 0.2366, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.8641975308641975, | |
| "grad_norm": 1.183127668103192, | |
| "learning_rate": 8.9676782704478e-06, | |
| "loss": 0.2917, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.8950617283950617, | |
| "grad_norm": 1.26099529846567, | |
| "learning_rate": 8.855771970476834e-06, | |
| "loss": 0.2808, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.9259259259259259, | |
| "grad_norm": 1.2030992581122257, | |
| "learning_rate": 8.738884384694905e-06, | |
| "loss": 0.2532, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.9567901234567902, | |
| "grad_norm": 0.9236541991188757, | |
| "learning_rate": 8.617166520598563e-06, | |
| "loss": 0.2135, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.9876543209876543, | |
| "grad_norm": 1.142242691308657, | |
| "learning_rate": 8.490775625938452e-06, | |
| "loss": 0.248, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 1.0185185185185186, | |
| "grad_norm": 0.9358677809806952, | |
| "learning_rate": 8.359874985570378e-06, | |
| "loss": 0.156, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 1.0493827160493827, | |
| "grad_norm": 0.9685063215738038, | |
| "learning_rate": 8.224633710506997e-06, | |
| "loss": 0.1483, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 1.0802469135802468, | |
| "grad_norm": 0.9972139407992048, | |
| "learning_rate": 8.085226519442697e-06, | |
| "loss": 0.1773, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.1111111111111112, | |
| "grad_norm": 0.7866994795730093, | |
| "learning_rate": 7.941833513033873e-06, | |
| "loss": 0.1674, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.1419753086419753, | |
| "grad_norm": 1.3594591232427207, | |
| "learning_rate": 7.794639941226238e-06, | |
| "loss": 0.1996, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.1728395061728394, | |
| "grad_norm": 1.336485058939724, | |
| "learning_rate": 7.643835963929747e-06, | |
| "loss": 0.1992, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.2037037037037037, | |
| "grad_norm": 1.0894387345805672, | |
| "learning_rate": 7.489616405350319e-06, | |
| "loss": 0.2009, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.2345679012345678, | |
| "grad_norm": 0.8521396408327715, | |
| "learning_rate": 7.332180502295729e-06, | |
| "loss": 0.1551, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.2654320987654322, | |
| "grad_norm": 1.280235377415998, | |
| "learning_rate": 7.171731646780867e-06, | |
| "loss": 0.1903, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.2962962962962963, | |
| "grad_norm": 1.0177820006481466, | |
| "learning_rate": 7.008477123264849e-06, | |
| "loss": 0.1919, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.3271604938271606, | |
| "grad_norm": 1.3792449227303458, | |
| "learning_rate": 6.842627840859461e-06, | |
| "loss": 0.1653, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.3580246913580247, | |
| "grad_norm": 0.9886652944346411, | |
| "learning_rate": 6.674398060854931e-06, | |
| "loss": 0.1528, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.3888888888888888, | |
| "grad_norm": 0.9738749120684131, | |
| "learning_rate": 6.5040051199149755e-06, | |
| "loss": 0.1859, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.4197530864197532, | |
| "grad_norm": 1.0499735220491768, | |
| "learning_rate": 6.331669149298781e-06, | |
| "loss": 0.2089, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 1.4506172839506173, | |
| "grad_norm": 1.3564424657138714, | |
| "learning_rate": 6.157612790472626e-06, | |
| "loss": 0.1956, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.4814814814814814, | |
| "grad_norm": 0.7943373995297914, | |
| "learning_rate": 5.982060907478568e-06, | |
| "loss": 0.1462, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.5123456790123457, | |
| "grad_norm": 1.5557938987689983, | |
| "learning_rate": 5.805240296431765e-06, | |
| "loss": 0.2092, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 1.5432098765432098, | |
| "grad_norm": 0.9522144954857849, | |
| "learning_rate": 5.627379392521758e-06, | |
| "loss": 0.1653, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.5432098765432098, | |
| "eval_loss": 0.23522016406059265, | |
| "eval_runtime": 72.3023, | |
| "eval_samples_per_second": 7.967, | |
| "eval_steps_per_second": 7.967, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.574074074074074, | |
| "grad_norm": 1.0277772820113307, | |
| "learning_rate": 5.448707974896214e-06, | |
| "loss": 0.1934, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 1.6049382716049383, | |
| "grad_norm": 1.498458469156437, | |
| "learning_rate": 5.2694568698084085e-06, | |
| "loss": 0.2338, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 1.6358024691358026, | |
| "grad_norm": 1.2380870016139613, | |
| "learning_rate": 5.089857652411961e-06, | |
| "loss": 0.1551, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 1.6666666666666665, | |
| "grad_norm": 1.2431560615526187, | |
| "learning_rate": 4.910142347588041e-06, | |
| "loss": 0.211, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 1.6975308641975309, | |
| "grad_norm": 0.8069111004848413, | |
| "learning_rate": 4.730543130191594e-06, | |
| "loss": 0.1598, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.7283950617283952, | |
| "grad_norm": 0.748202151488271, | |
| "learning_rate": 4.551292025103789e-06, | |
| "loss": 0.1465, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 1.7592592592592593, | |
| "grad_norm": 0.775409645399768, | |
| "learning_rate": 4.372620607478242e-06, | |
| "loss": 0.152, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 1.7901234567901234, | |
| "grad_norm": 0.919987356247785, | |
| "learning_rate": 4.1947597035682355e-06, | |
| "loss": 0.2149, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.8209876543209877, | |
| "grad_norm": 1.1312605755339111, | |
| "learning_rate": 4.017939092521434e-06, | |
| "loss": 0.1777, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.8518518518518519, | |
| "grad_norm": 1.3626643893639394, | |
| "learning_rate": 3.842387209527374e-06, | |
| "loss": 0.1829, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.882716049382716, | |
| "grad_norm": 1.227575534766062, | |
| "learning_rate": 3.6683308507012196e-06, | |
| "loss": 0.1799, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.9135802469135803, | |
| "grad_norm": 1.2174251384264219, | |
| "learning_rate": 3.4959948800850253e-06, | |
| "loss": 0.1362, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.9444444444444444, | |
| "grad_norm": 1.1078151820356543, | |
| "learning_rate": 3.3256019391450696e-06, | |
| "loss": 0.1562, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "grad_norm": 1.0667445790104497, | |
| "learning_rate": 3.1573721591405405e-06, | |
| "loss": 0.1792, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 2.006172839506173, | |
| "grad_norm": 0.9627653971639197, | |
| "learning_rate": 2.991522876735154e-06, | |
| "loss": 0.1473, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 2.037037037037037, | |
| "grad_norm": 0.8420822083166241, | |
| "learning_rate": 2.8282683532191333e-06, | |
| "loss": 0.0994, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 2.067901234567901, | |
| "grad_norm": 1.001599199308316, | |
| "learning_rate": 2.6678194977042727e-06, | |
| "loss": 0.0865, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 2.0987654320987654, | |
| "grad_norm": 0.9784608307244814, | |
| "learning_rate": 2.5103835946496846e-06, | |
| "loss": 0.1042, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 2.1296296296296298, | |
| "grad_norm": 1.258037980079001, | |
| "learning_rate": 2.3561640360702525e-06, | |
| "loss": 0.0687, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 2.1604938271604937, | |
| "grad_norm": 1.0158830256095577, | |
| "learning_rate": 2.205360058773764e-06, | |
| "loss": 0.0784, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 2.191358024691358, | |
| "grad_norm": 0.9515473229873379, | |
| "learning_rate": 2.058166486966128e-06, | |
| "loss": 0.1027, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 2.2222222222222223, | |
| "grad_norm": 0.9896704595537134, | |
| "learning_rate": 1.914773480557304e-06, | |
| "loss": 0.0921, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 2.253086419753086, | |
| "grad_norm": 1.200715350686628, | |
| "learning_rate": 1.775366289493003e-06, | |
| "loss": 0.0772, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 2.2839506172839505, | |
| "grad_norm": 1.2889212786691133, | |
| "learning_rate": 1.6401250144296239e-06, | |
| "loss": 0.0951, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 2.314814814814815, | |
| "grad_norm": 1.364590190580036, | |
| "learning_rate": 1.5092243740615486e-06, | |
| "loss": 0.0871, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 2.3456790123456788, | |
| "grad_norm": 1.0124869207352833, | |
| "learning_rate": 1.382833479401438e-06, | |
| "loss": 0.099, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 2.376543209876543, | |
| "grad_norm": 1.0379306151771268, | |
| "learning_rate": 1.2611156153050963e-06, | |
| "loss": 0.1116, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 2.4074074074074074, | |
| "grad_norm": 0.9907248139219855, | |
| "learning_rate": 1.1442280295231656e-06, | |
| "loss": 0.0753, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 2.4382716049382718, | |
| "grad_norm": 1.1280634693251803, | |
| "learning_rate": 1.0323217295522026e-06, | |
| "loss": 0.0875, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 2.4691358024691357, | |
| "grad_norm": 0.9944383353033676, | |
| "learning_rate": 9.255412875475256e-07, | |
| "loss": 0.0926, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "grad_norm": 1.2340366986358158, | |
| "learning_rate": 8.240246535499369e-07, | |
| "loss": 0.0856, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 2.5308641975308643, | |
| "grad_norm": 0.7578751117138942, | |
| "learning_rate": 7.279029772675572e-07, | |
| "loss": 0.0995, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.5617283950617287, | |
| "grad_norm": 0.7485029876002154, | |
| "learning_rate": 6.373004386430442e-07, | |
| "loss": 0.0832, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 2.5925925925925926, | |
| "grad_norm": 1.236625972178977, | |
| "learning_rate": 5.523340874250704e-07, | |
| "loss": 0.0927, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 2.623456790123457, | |
| "grad_norm": 1.2710363913669391, | |
| "learning_rate": 4.7311369195133127e-07, | |
| "loss": 0.0865, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 2.6543209876543212, | |
| "grad_norm": 0.7442084812404209, | |
| "learning_rate": 3.997415973384311e-07, | |
| "loss": 0.079, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 2.685185185185185, | |
| "grad_norm": 1.0024538750298015, | |
| "learning_rate": 3.3231259326184983e-07, | |
| "loss": 0.0988, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 2.7160493827160495, | |
| "grad_norm": 0.8295790721782684, | |
| "learning_rate": 2.7091379149682683e-07, | |
| "loss": 0.0809, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 2.746913580246914, | |
| "grad_norm": 1.0737158797857456, | |
| "learning_rate": 2.156245133783308e-07, | |
| "loss": 0.0787, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 2.7777777777777777, | |
| "grad_norm": 0.9634211271913754, | |
| "learning_rate": 1.6651618732554774e-07, | |
| "loss": 0.0692, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.808641975308642, | |
| "grad_norm": 1.0387449050019724, | |
| "learning_rate": 1.2365225656324308e-07, | |
| "loss": 0.0831, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 2.8395061728395063, | |
| "grad_norm": 1.284046717570844, | |
| "learning_rate": 8.708809715922973e-08, | |
| "loss": 0.0868, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 2.8703703703703702, | |
| "grad_norm": 1.3674065078147544, | |
| "learning_rate": 5.687094648382518e-08, | |
| "loss": 0.1005, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 2.9012345679012346, | |
| "grad_norm": 1.1040914867606508, | |
| "learning_rate": 3.303984218372136e-08, | |
| "loss": 0.1167, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 2.932098765432099, | |
| "grad_norm": 1.093365577556806, | |
| "learning_rate": 1.562557174910606e-08, | |
| "loss": 0.0875, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 2.962962962962963, | |
| "grad_norm": 1.034221852693663, | |
| "learning_rate": 4.650632739194305e-09, | |
| "loss": 0.0802, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 2.993827160493827, | |
| "grad_norm": 1.1039194966989203, | |
| "learning_rate": 1.2920371754931994e-10, | |
| "loss": 0.0794, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 972, | |
| "total_flos": 20295904002048.0, | |
| "train_loss": 0.19039062806117682, | |
| "train_runtime": 4309.0281, | |
| "train_samples_per_second": 3.607, | |
| "train_steps_per_second": 0.226 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 972, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 20295904002048.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |