|
{ |
|
"best_metric": 0.0682438537478447, |
|
"best_model_checkpoint": "finetune-apple-leaf/checkpoint-1045", |
|
"epoch": 5.0, |
|
"eval_steps": 100, |
|
"global_step": 1045, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.04784688995215311, |
|
"grad_norm": 68452.109375, |
|
"learning_rate": 1.980861244019139e-05, |
|
"loss": 1.5577, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.09569377990430622, |
|
"grad_norm": 81296.0546875, |
|
"learning_rate": 1.9617224880382777e-05, |
|
"loss": 1.4263, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.14354066985645933, |
|
"grad_norm": 91526.734375, |
|
"learning_rate": 1.9425837320574165e-05, |
|
"loss": 1.2775, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.19138755980861244, |
|
"grad_norm": 82238.640625, |
|
"learning_rate": 1.9234449760765553e-05, |
|
"loss": 1.144, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.23923444976076555, |
|
"grad_norm": 93808.3671875, |
|
"learning_rate": 1.904306220095694e-05, |
|
"loss": 0.9826, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.28708133971291866, |
|
"grad_norm": 92552.0625, |
|
"learning_rate": 1.8851674641148328e-05, |
|
"loss": 0.834, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.3349282296650718, |
|
"grad_norm": 97152.6953125, |
|
"learning_rate": 1.8660287081339713e-05, |
|
"loss": 0.7036, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.3827751196172249, |
|
"grad_norm": 72807.1796875, |
|
"learning_rate": 1.8468899521531104e-05, |
|
"loss": 0.5867, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.430622009569378, |
|
"grad_norm": 80641.046875, |
|
"learning_rate": 1.8277511961722488e-05, |
|
"loss": 0.5116, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.4784688995215311, |
|
"grad_norm": 88719.7265625, |
|
"learning_rate": 1.8086124401913876e-05, |
|
"loss": 0.4345, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.5263157894736842, |
|
"grad_norm": 87248.7109375, |
|
"learning_rate": 1.7894736842105264e-05, |
|
"loss": 0.3765, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.5741626794258373, |
|
"grad_norm": 74184.46875, |
|
"learning_rate": 1.770334928229665e-05, |
|
"loss": 0.3363, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.6220095693779905, |
|
"grad_norm": 76457.8125, |
|
"learning_rate": 1.751196172248804e-05, |
|
"loss": 0.3341, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.6698564593301436, |
|
"grad_norm": 59443.3984375, |
|
"learning_rate": 1.7320574162679427e-05, |
|
"loss": 0.2943, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.7177033492822966, |
|
"grad_norm": 98078.953125, |
|
"learning_rate": 1.7129186602870815e-05, |
|
"loss": 0.2792, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.7655502392344498, |
|
"grad_norm": 68582.828125, |
|
"learning_rate": 1.6937799043062203e-05, |
|
"loss": 0.2567, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.8133971291866029, |
|
"grad_norm": 60306.1328125, |
|
"learning_rate": 1.674641148325359e-05, |
|
"loss": 0.2431, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.861244019138756, |
|
"grad_norm": 72700.328125, |
|
"learning_rate": 1.6555023923444978e-05, |
|
"loss": 0.2115, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.9090909090909091, |
|
"grad_norm": 152611.125, |
|
"learning_rate": 1.6363636363636366e-05, |
|
"loss": 0.222, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.9569377990430622, |
|
"grad_norm": 61888.64453125, |
|
"learning_rate": 1.6172248803827754e-05, |
|
"loss": 0.1988, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9957482993197279, |
|
"eval_loss": 0.18814513087272644, |
|
"eval_runtime": 39.0452, |
|
"eval_samples_per_second": 60.238, |
|
"eval_steps_per_second": 0.948, |
|
"step": 209 |
|
}, |
|
{ |
|
"epoch": 1.0047846889952152, |
|
"grad_norm": 93927.0234375, |
|
"learning_rate": 1.5980861244019138e-05, |
|
"loss": 0.215, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.0526315789473684, |
|
"grad_norm": 50695.28125, |
|
"learning_rate": 1.578947368421053e-05, |
|
"loss": 0.1936, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.1004784688995215, |
|
"grad_norm": 150133.75, |
|
"learning_rate": 1.5598086124401914e-05, |
|
"loss": 0.1818, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.1483253588516746, |
|
"grad_norm": 91581.5078125, |
|
"learning_rate": 1.5406698564593305e-05, |
|
"loss": 0.1819, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.1961722488038278, |
|
"grad_norm": 53073.0234375, |
|
"learning_rate": 1.5215311004784689e-05, |
|
"loss": 0.1618, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.244019138755981, |
|
"grad_norm": 112323.625, |
|
"learning_rate": 1.5023923444976079e-05, |
|
"loss": 0.165, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 1.291866028708134, |
|
"grad_norm": 97414.734375, |
|
"learning_rate": 1.4832535885167465e-05, |
|
"loss": 0.2017, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 1.339712918660287, |
|
"grad_norm": 162907.59375, |
|
"learning_rate": 1.4641148325358854e-05, |
|
"loss": 0.1762, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 1.38755980861244, |
|
"grad_norm": 27552.251953125, |
|
"learning_rate": 1.444976076555024e-05, |
|
"loss": 0.1715, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 1.4354066985645932, |
|
"grad_norm": 108859.3671875, |
|
"learning_rate": 1.4258373205741626e-05, |
|
"loss": 0.153, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 1.4832535885167464, |
|
"grad_norm": 73719.96875, |
|
"learning_rate": 1.4066985645933016e-05, |
|
"loss": 0.14, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 1.5311004784688995, |
|
"grad_norm": 21314.03125, |
|
"learning_rate": 1.3875598086124402e-05, |
|
"loss": 0.1354, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.5789473684210527, |
|
"grad_norm": 58937.32421875, |
|
"learning_rate": 1.3684210526315791e-05, |
|
"loss": 0.1389, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 1.6267942583732058, |
|
"grad_norm": 56629.7578125, |
|
"learning_rate": 1.3492822966507177e-05, |
|
"loss": 0.1402, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 1.674641148325359, |
|
"grad_norm": 59540.6953125, |
|
"learning_rate": 1.3301435406698567e-05, |
|
"loss": 0.1347, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 1.722488038277512, |
|
"grad_norm": 81783.2421875, |
|
"learning_rate": 1.3110047846889953e-05, |
|
"loss": 0.1448, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 1.7703349282296652, |
|
"grad_norm": 90950.421875, |
|
"learning_rate": 1.2918660287081342e-05, |
|
"loss": 0.1503, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 1.8181818181818183, |
|
"grad_norm": 149309.421875, |
|
"learning_rate": 1.2727272727272728e-05, |
|
"loss": 0.1464, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 1.8660287081339713, |
|
"grad_norm": 83194.9375, |
|
"learning_rate": 1.2535885167464116e-05, |
|
"loss": 0.1394, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 1.9138755980861244, |
|
"grad_norm": 124922.578125, |
|
"learning_rate": 1.2344497607655504e-05, |
|
"loss": 0.1245, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.9617224880382775, |
|
"grad_norm": 52044.2578125, |
|
"learning_rate": 1.215311004784689e-05, |
|
"loss": 0.1012, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9953231292517006, |
|
"eval_loss": 0.1110498234629631, |
|
"eval_runtime": 39.4692, |
|
"eval_samples_per_second": 59.591, |
|
"eval_steps_per_second": 0.937, |
|
"step": 418 |
|
}, |
|
{ |
|
"epoch": 2.0095693779904304, |
|
"grad_norm": 78857.1328125, |
|
"learning_rate": 1.196172248803828e-05, |
|
"loss": 0.1258, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 2.0574162679425836, |
|
"grad_norm": 74979.1796875, |
|
"learning_rate": 1.1770334928229666e-05, |
|
"loss": 0.1325, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 2.1052631578947367, |
|
"grad_norm": 85820.78125, |
|
"learning_rate": 1.1578947368421053e-05, |
|
"loss": 0.1231, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 2.15311004784689, |
|
"grad_norm": 58782.41015625, |
|
"learning_rate": 1.1387559808612441e-05, |
|
"loss": 0.1282, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 2.200956937799043, |
|
"grad_norm": 21210.45703125, |
|
"learning_rate": 1.1196172248803829e-05, |
|
"loss": 0.1087, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 2.248803827751196, |
|
"grad_norm": 80271.7265625, |
|
"learning_rate": 1.1004784688995217e-05, |
|
"loss": 0.1192, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 2.2966507177033493, |
|
"grad_norm": 32322.310546875, |
|
"learning_rate": 1.0813397129186604e-05, |
|
"loss": 0.1098, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 2.3444976076555024, |
|
"grad_norm": 113407.7578125, |
|
"learning_rate": 1.062200956937799e-05, |
|
"loss": 0.1216, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 2.3923444976076556, |
|
"grad_norm": 194755.9375, |
|
"learning_rate": 1.0430622009569378e-05, |
|
"loss": 0.116, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 2.4401913875598087, |
|
"grad_norm": 23810.296875, |
|
"learning_rate": 1.0239234449760766e-05, |
|
"loss": 0.1026, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 2.488038277511962, |
|
"grad_norm": 49451.3125, |
|
"learning_rate": 1.0047846889952154e-05, |
|
"loss": 0.1217, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 2.535885167464115, |
|
"grad_norm": 85535.9609375, |
|
"learning_rate": 9.856459330143542e-06, |
|
"loss": 0.1324, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 2.583732057416268, |
|
"grad_norm": 77596.9453125, |
|
"learning_rate": 9.66507177033493e-06, |
|
"loss": 0.1154, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 2.6315789473684212, |
|
"grad_norm": 196213.265625, |
|
"learning_rate": 9.473684210526315e-06, |
|
"loss": 0.1234, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 2.679425837320574, |
|
"grad_norm": 129738.171875, |
|
"learning_rate": 9.282296650717703e-06, |
|
"loss": 0.0983, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 2.7272727272727275, |
|
"grad_norm": 123404.078125, |
|
"learning_rate": 9.090909090909091e-06, |
|
"loss": 0.1187, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 2.77511961722488, |
|
"grad_norm": 163260.46875, |
|
"learning_rate": 8.899521531100479e-06, |
|
"loss": 0.1145, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 2.8229665071770333, |
|
"grad_norm": 92286.703125, |
|
"learning_rate": 8.708133971291867e-06, |
|
"loss": 0.1001, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 2.8708133971291865, |
|
"grad_norm": 107133.9375, |
|
"learning_rate": 8.516746411483254e-06, |
|
"loss": 0.0953, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 2.9186602870813396, |
|
"grad_norm": 52350.8359375, |
|
"learning_rate": 8.325358851674642e-06, |
|
"loss": 0.0981, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 2.9665071770334928, |
|
"grad_norm": 33242.46875, |
|
"learning_rate": 8.13397129186603e-06, |
|
"loss": 0.1171, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9927721088435374, |
|
"eval_loss": 0.0925019159913063, |
|
"eval_runtime": 39.5447, |
|
"eval_samples_per_second": 59.477, |
|
"eval_steps_per_second": 0.936, |
|
"step": 627 |
|
}, |
|
{ |
|
"epoch": 3.014354066985646, |
|
"grad_norm": 24220.681640625, |
|
"learning_rate": 7.942583732057418e-06, |
|
"loss": 0.0879, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 3.062200956937799, |
|
"grad_norm": 161409.765625, |
|
"learning_rate": 7.751196172248805e-06, |
|
"loss": 0.098, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 3.110047846889952, |
|
"grad_norm": 137376.515625, |
|
"learning_rate": 7.5598086124401915e-06, |
|
"loss": 0.0991, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 3.1578947368421053, |
|
"grad_norm": 17668.015625, |
|
"learning_rate": 7.368421052631579e-06, |
|
"loss": 0.0898, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 3.2057416267942584, |
|
"grad_norm": 168850.53125, |
|
"learning_rate": 7.177033492822967e-06, |
|
"loss": 0.0787, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 3.2535885167464116, |
|
"grad_norm": 24098.3203125, |
|
"learning_rate": 6.985645933014355e-06, |
|
"loss": 0.1136, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 3.3014354066985647, |
|
"grad_norm": 184889.9375, |
|
"learning_rate": 6.794258373205742e-06, |
|
"loss": 0.0899, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 3.349282296650718, |
|
"grad_norm": 154068.140625, |
|
"learning_rate": 6.6028708133971295e-06, |
|
"loss": 0.072, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 3.397129186602871, |
|
"grad_norm": 213492.796875, |
|
"learning_rate": 6.411483253588517e-06, |
|
"loss": 0.095, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 3.444976076555024, |
|
"grad_norm": 79102.0859375, |
|
"learning_rate": 6.220095693779905e-06, |
|
"loss": 0.0852, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 3.492822966507177, |
|
"grad_norm": 158182.59375, |
|
"learning_rate": 6.028708133971293e-06, |
|
"loss": 0.079, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 3.5406698564593304, |
|
"grad_norm": 12833.8759765625, |
|
"learning_rate": 5.837320574162681e-06, |
|
"loss": 0.0881, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 3.588516746411483, |
|
"grad_norm": 124951.265625, |
|
"learning_rate": 5.645933014354067e-06, |
|
"loss": 0.0963, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 3.6363636363636362, |
|
"grad_norm": 207838.703125, |
|
"learning_rate": 5.4545454545454545e-06, |
|
"loss": 0.0967, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 3.6842105263157894, |
|
"grad_norm": 15068.2353515625, |
|
"learning_rate": 5.263157894736842e-06, |
|
"loss": 0.081, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 3.7320574162679425, |
|
"grad_norm": 20366.380859375, |
|
"learning_rate": 5.07177033492823e-06, |
|
"loss": 0.0824, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 3.7799043062200957, |
|
"grad_norm": 11184.1630859375, |
|
"learning_rate": 4.880382775119618e-06, |
|
"loss": 0.1021, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 3.827751196172249, |
|
"grad_norm": 41858.83203125, |
|
"learning_rate": 4.6889952153110055e-06, |
|
"loss": 0.071, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 3.875598086124402, |
|
"grad_norm": 11330.4501953125, |
|
"learning_rate": 4.4976076555023925e-06, |
|
"loss": 0.0725, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 3.923444976076555, |
|
"grad_norm": 143718.625, |
|
"learning_rate": 4.30622009569378e-06, |
|
"loss": 0.0938, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 3.971291866028708, |
|
"grad_norm": 89987.9453125, |
|
"learning_rate": 4.114832535885168e-06, |
|
"loss": 0.0766, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9965986394557823, |
|
"eval_loss": 0.07070581614971161, |
|
"eval_runtime": 39.4603, |
|
"eval_samples_per_second": 59.604, |
|
"eval_steps_per_second": 0.938, |
|
"step": 836 |
|
}, |
|
{ |
|
"epoch": 4.019138755980861, |
|
"grad_norm": 57436.94140625, |
|
"learning_rate": 3.923444976076555e-06, |
|
"loss": 0.0945, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 4.0669856459330145, |
|
"grad_norm": 40826.1953125, |
|
"learning_rate": 3.732057416267943e-06, |
|
"loss": 0.0743, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 4.114832535885167, |
|
"grad_norm": 29963.001953125, |
|
"learning_rate": 3.5406698564593305e-06, |
|
"loss": 0.0962, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 4.162679425837321, |
|
"grad_norm": 32081.44921875, |
|
"learning_rate": 3.3492822966507182e-06, |
|
"loss": 0.0883, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 4.2105263157894735, |
|
"grad_norm": 65598.9375, |
|
"learning_rate": 3.157894736842105e-06, |
|
"loss": 0.0753, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 4.258373205741627, |
|
"grad_norm": 72391.234375, |
|
"learning_rate": 2.966507177033493e-06, |
|
"loss": 0.0764, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 4.30622009569378, |
|
"grad_norm": 82336.0625, |
|
"learning_rate": 2.7751196172248807e-06, |
|
"loss": 0.0594, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 4.354066985645933, |
|
"grad_norm": 126016.4609375, |
|
"learning_rate": 2.5837320574162685e-06, |
|
"loss": 0.0782, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 4.401913875598086, |
|
"grad_norm": 10192.6044921875, |
|
"learning_rate": 2.392344497607656e-06, |
|
"loss": 0.0705, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 4.44976076555024, |
|
"grad_norm": 226228.453125, |
|
"learning_rate": 2.200956937799043e-06, |
|
"loss": 0.0793, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 4.497607655502392, |
|
"grad_norm": 11644.4921875, |
|
"learning_rate": 2.0095693779904305e-06, |
|
"loss": 0.0687, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 4.545454545454545, |
|
"grad_norm": 71224.4609375, |
|
"learning_rate": 1.8181818181818183e-06, |
|
"loss": 0.0626, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 4.5933014354066986, |
|
"grad_norm": 15732.5244140625, |
|
"learning_rate": 1.6267942583732059e-06, |
|
"loss": 0.0764, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 4.641148325358852, |
|
"grad_norm": 49954.69921875, |
|
"learning_rate": 1.4354066985645934e-06, |
|
"loss": 0.0941, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 4.688995215311005, |
|
"grad_norm": 196565.375, |
|
"learning_rate": 1.244019138755981e-06, |
|
"loss": 0.0802, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 4.7368421052631575, |
|
"grad_norm": 29685.708984375, |
|
"learning_rate": 1.0526315789473685e-06, |
|
"loss": 0.0656, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 4.784688995215311, |
|
"grad_norm": 31311.546875, |
|
"learning_rate": 8.612440191387561e-07, |
|
"loss": 0.0908, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 4.832535885167464, |
|
"grad_norm": 75467.4765625, |
|
"learning_rate": 6.698564593301436e-07, |
|
"loss": 0.0755, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 4.880382775119617, |
|
"grad_norm": 51163.75390625, |
|
"learning_rate": 4.784688995215311e-07, |
|
"loss": 0.0836, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 4.92822966507177, |
|
"grad_norm": 180410.21875, |
|
"learning_rate": 2.870813397129187e-07, |
|
"loss": 0.0815, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 4.976076555023924, |
|
"grad_norm": 187452.96875, |
|
"learning_rate": 9.569377990430622e-08, |
|
"loss": 0.0723, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9957482993197279, |
|
"eval_loss": 0.0682438537478447, |
|
"eval_runtime": 38.7752, |
|
"eval_samples_per_second": 60.657, |
|
"eval_steps_per_second": 0.954, |
|
"step": 1045 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 1045, |
|
"total_flos": 5.1638175692258e+18, |
|
"train_loss": 0.20529093819371821, |
|
"train_runtime": 2500.4647, |
|
"train_samples_per_second": 26.649, |
|
"train_steps_per_second": 0.418 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 1045, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 100, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 3, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 0 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 5.1638175692258e+18, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|