{ "best_metric": 0.03369523584842682, "best_model_checkpoint": "./windturbine_outputs/checkpoint-394", "epoch": 5.0, "eval_steps": 500, "global_step": 985, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.050761421319796954, "grad_norm": 46.4831657409668, "learning_rate": 1.9796954314720812e-05, "loss": 1.233, "step": 10 }, { "epoch": 0.10152284263959391, "grad_norm": 181.1588592529297, "learning_rate": 1.9593908629441626e-05, "loss": 0.7105, "step": 20 }, { "epoch": 0.15228426395939088, "grad_norm": 23.9494686126709, "learning_rate": 1.939086294416244e-05, "loss": 0.499, "step": 30 }, { "epoch": 0.20304568527918782, "grad_norm": 51.11117935180664, "learning_rate": 1.918781725888325e-05, "loss": 0.3099, "step": 40 }, { "epoch": 0.25380710659898476, "grad_norm": 47.91529083251953, "learning_rate": 1.8984771573604063e-05, "loss": 0.3527, "step": 50 }, { "epoch": 0.30456852791878175, "grad_norm": 655.8473510742188, "learning_rate": 1.8781725888324877e-05, "loss": 0.4137, "step": 60 }, { "epoch": 0.3553299492385787, "grad_norm": 1.7267569303512573, "learning_rate": 1.8578680203045687e-05, "loss": 0.3445, "step": 70 }, { "epoch": 0.40609137055837563, "grad_norm": 11.01191234588623, "learning_rate": 1.8375634517766498e-05, "loss": 0.3102, "step": 80 }, { "epoch": 0.45685279187817257, "grad_norm": 169.2871551513672, "learning_rate": 1.817258883248731e-05, "loss": 0.3288, "step": 90 }, { "epoch": 0.5076142131979695, "grad_norm": 31.255569458007812, "learning_rate": 1.7969543147208125e-05, "loss": 0.1398, "step": 100 }, { "epoch": 0.5583756345177665, "grad_norm": 33.036746978759766, "learning_rate": 1.7766497461928935e-05, "loss": 0.1228, "step": 110 }, { "epoch": 0.6091370558375635, "grad_norm": 0.6117672920227051, "learning_rate": 1.7563451776649745e-05, "loss": 0.1126, "step": 120 }, { "epoch": 0.6598984771573604, "grad_norm": 1.1897255182266235, "learning_rate": 1.736040609137056e-05, "loss": 0.0152, "step": 130 }, { "epoch": 0.7106598984771574, "grad_norm": 438.8088073730469, "learning_rate": 1.7157360406091373e-05, "loss": 0.279, "step": 140 }, { "epoch": 0.7614213197969543, "grad_norm": 492.2366638183594, "learning_rate": 1.6954314720812183e-05, "loss": 0.5028, "step": 150 }, { "epoch": 0.8121827411167513, "grad_norm": 0.6856859922409058, "learning_rate": 1.6751269035532997e-05, "loss": 0.0962, "step": 160 }, { "epoch": 0.8629441624365483, "grad_norm": 46.26337814331055, "learning_rate": 1.654822335025381e-05, "loss": 0.0995, "step": 170 }, { "epoch": 0.9137055837563451, "grad_norm": 52.820518493652344, "learning_rate": 1.634517766497462e-05, "loss": 0.2824, "step": 180 }, { "epoch": 0.9644670050761421, "grad_norm": 0.23557256162166595, "learning_rate": 1.614213197969543e-05, "loss": 0.0604, "step": 190 }, { "epoch": 1.0, "eval_accuracy": 0.989247311827957, "eval_loss": 0.0458565279841423, "eval_runtime": 18.211, "eval_samples_per_second": 15.32, "eval_steps_per_second": 1.922, "step": 197 }, { "epoch": 1.015228426395939, "grad_norm": 4.585972309112549, "learning_rate": 1.5939086294416245e-05, "loss": 0.1812, "step": 200 }, { "epoch": 1.0659898477157361, "grad_norm": 0.8356128931045532, "learning_rate": 1.573604060913706e-05, "loss": 0.0418, "step": 210 }, { "epoch": 1.116751269035533, "grad_norm": 249.66070556640625, "learning_rate": 1.553299492385787e-05, "loss": 0.1217, "step": 220 }, { "epoch": 1.16751269035533, "grad_norm": 131.45016479492188, "learning_rate": 1.5329949238578682e-05, "loss": 0.2738, "step": 230 }, { "epoch": 1.218274111675127, "grad_norm": 0.0076106940396130085, "learning_rate": 1.5126903553299494e-05, "loss": 0.0528, "step": 240 }, { "epoch": 1.2690355329949239, "grad_norm": 191.85903930664062, "learning_rate": 1.4923857868020306e-05, "loss": 0.096, "step": 250 }, { "epoch": 1.3197969543147208, "grad_norm": 43.89326477050781, "learning_rate": 1.4720812182741118e-05, "loss": 0.1814, "step": 260 }, { "epoch": 1.3705583756345177, "grad_norm": 0.0087745301425457, "learning_rate": 1.4517766497461929e-05, "loss": 0.1263, "step": 270 }, { "epoch": 1.4213197969543148, "grad_norm": 342.1986083984375, "learning_rate": 1.4314720812182742e-05, "loss": 0.3518, "step": 280 }, { "epoch": 1.4720812182741116, "grad_norm": 0.011494699865579605, "learning_rate": 1.4111675126903554e-05, "loss": 0.0469, "step": 290 }, { "epoch": 1.5228426395939088, "grad_norm": 0.02110651694238186, "learning_rate": 1.3908629441624366e-05, "loss": 0.0432, "step": 300 }, { "epoch": 1.5736040609137056, "grad_norm": 16.259416580200195, "learning_rate": 1.3705583756345178e-05, "loss": 0.0037, "step": 310 }, { "epoch": 1.6243654822335025, "grad_norm": 1.5435930490493774, "learning_rate": 1.3502538071065992e-05, "loss": 0.0055, "step": 320 }, { "epoch": 1.6751269035532994, "grad_norm": 0.022236082702875137, "learning_rate": 1.3299492385786802e-05, "loss": 0.0251, "step": 330 }, { "epoch": 1.7258883248730963, "grad_norm": 0.002686608349904418, "learning_rate": 1.3096446700507614e-05, "loss": 0.0089, "step": 340 }, { "epoch": 1.7766497461928934, "grad_norm": 0.48235443234443665, "learning_rate": 1.2893401015228428e-05, "loss": 0.067, "step": 350 }, { "epoch": 1.8274111675126905, "grad_norm": 0.0026509715244174004, "learning_rate": 1.269035532994924e-05, "loss": 0.0734, "step": 360 }, { "epoch": 1.8781725888324874, "grad_norm": 0.0006726986030116677, "learning_rate": 1.2487309644670052e-05, "loss": 0.1744, "step": 370 }, { "epoch": 1.9289340101522843, "grad_norm": 0.00010891614510910586, "learning_rate": 1.2284263959390864e-05, "loss": 0.0148, "step": 380 }, { "epoch": 1.9796954314720812, "grad_norm": 0.12294577062129974, "learning_rate": 1.2081218274111678e-05, "loss": 0.1309, "step": 390 }, { "epoch": 2.0, "eval_accuracy": 0.985663082437276, "eval_loss": 0.03369523584842682, "eval_runtime": 17.3849, "eval_samples_per_second": 16.048, "eval_steps_per_second": 2.013, "step": 394 }, { "epoch": 2.030456852791878, "grad_norm": 7.998709201812744, "learning_rate": 1.1878172588832488e-05, "loss": 0.2421, "step": 400 }, { "epoch": 2.081218274111675, "grad_norm": 24.342329025268555, "learning_rate": 1.16751269035533e-05, "loss": 0.2092, "step": 410 }, { "epoch": 2.1319796954314723, "grad_norm": 0.0385918989777565, "learning_rate": 1.1472081218274113e-05, "loss": 0.1426, "step": 420 }, { "epoch": 2.182741116751269, "grad_norm": 0.007073443848639727, "learning_rate": 1.1269035532994925e-05, "loss": 0.1668, "step": 430 }, { "epoch": 2.233502538071066, "grad_norm": 0.11695539951324463, "learning_rate": 1.1065989847715737e-05, "loss": 0.0358, "step": 440 }, { "epoch": 2.284263959390863, "grad_norm": 10.85909652709961, "learning_rate": 1.0862944162436548e-05, "loss": 0.0129, "step": 450 }, { "epoch": 2.33502538071066, "grad_norm": 83.56989288330078, "learning_rate": 1.0659898477157361e-05, "loss": 0.3374, "step": 460 }, { "epoch": 2.3857868020304567, "grad_norm": 0.001134849968366325, "learning_rate": 1.0456852791878173e-05, "loss": 0.2406, "step": 470 }, { "epoch": 2.436548223350254, "grad_norm": 0.303134560585022, "learning_rate": 1.0253807106598985e-05, "loss": 0.0009, "step": 480 }, { "epoch": 2.487309644670051, "grad_norm": 1.2032800912857056, "learning_rate": 1.0050761421319797e-05, "loss": 0.0209, "step": 490 }, { "epoch": 2.5380710659898478, "grad_norm": 0.6638129949569702, "learning_rate": 9.84771573604061e-06, "loss": 0.0677, "step": 500 }, { "epoch": 2.5888324873096447, "grad_norm": 0.6139811277389526, "learning_rate": 9.644670050761421e-06, "loss": 0.2713, "step": 510 }, { "epoch": 2.6395939086294415, "grad_norm": 0.042041704058647156, "learning_rate": 9.441624365482235e-06, "loss": 0.0177, "step": 520 }, { "epoch": 2.6903553299492384, "grad_norm": 3578.884765625, "learning_rate": 9.238578680203047e-06, "loss": 0.1765, "step": 530 }, { "epoch": 2.7411167512690353, "grad_norm": 0.800250232219696, "learning_rate": 9.035532994923859e-06, "loss": 0.0518, "step": 540 }, { "epoch": 2.7918781725888326, "grad_norm": 0.12552772462368011, "learning_rate": 8.832487309644671e-06, "loss": 0.1098, "step": 550 }, { "epoch": 2.8426395939086295, "grad_norm": 0.003844466060400009, "learning_rate": 8.629441624365483e-06, "loss": 0.1961, "step": 560 }, { "epoch": 2.8934010152284264, "grad_norm": 0.0007168629672378302, "learning_rate": 8.426395939086295e-06, "loss": 0.0309, "step": 570 }, { "epoch": 2.9441624365482233, "grad_norm": 0.20322203636169434, "learning_rate": 8.223350253807107e-06, "loss": 0.0921, "step": 580 }, { "epoch": 2.99492385786802, "grad_norm": 0.010694732889533043, "learning_rate": 8.020304568527919e-06, "loss": 0.3207, "step": 590 }, { "epoch": 3.0, "eval_accuracy": 0.978494623655914, "eval_loss": 0.12610773742198944, "eval_runtime": 16.6863, "eval_samples_per_second": 16.72, "eval_steps_per_second": 2.098, "step": 591 }, { "epoch": 3.045685279187817, "grad_norm": 0.023461902514100075, "learning_rate": 7.817258883248731e-06, "loss": 0.2357, "step": 600 }, { "epoch": 3.0964467005076144, "grad_norm": 0.19518044590950012, "learning_rate": 7.614213197969543e-06, "loss": 0.0022, "step": 610 }, { "epoch": 3.1472081218274113, "grad_norm": 0.00014897708024363965, "learning_rate": 7.411167512690356e-06, "loss": 0.0005, "step": 620 }, { "epoch": 3.197969543147208, "grad_norm": 294.190673828125, "learning_rate": 7.208121827411169e-06, "loss": 0.0252, "step": 630 }, { "epoch": 3.248730964467005, "grad_norm": 0.00014258331793826073, "learning_rate": 7.0050761421319806e-06, "loss": 0.0231, "step": 640 }, { "epoch": 3.299492385786802, "grad_norm": 0.006024135742336512, "learning_rate": 6.8020304568527926e-06, "loss": 0.1952, "step": 650 }, { "epoch": 3.350253807106599, "grad_norm": 215.45094299316406, "learning_rate": 6.5989847715736045e-06, "loss": 0.175, "step": 660 }, { "epoch": 3.401015228426396, "grad_norm": 0.15660379827022552, "learning_rate": 6.395939086294417e-06, "loss": 0.113, "step": 670 }, { "epoch": 3.451776649746193, "grad_norm": 0.0003182363579981029, "learning_rate": 6.1928934010152285e-06, "loss": 0.3483, "step": 680 }, { "epoch": 3.50253807106599, "grad_norm": 0.0007056689355522394, "learning_rate": 5.989847715736041e-06, "loss": 0.2458, "step": 690 }, { "epoch": 3.553299492385787, "grad_norm": 313.6507263183594, "learning_rate": 5.7868020304568525e-06, "loss": 0.1121, "step": 700 }, { "epoch": 3.6040609137055837, "grad_norm": 0.08964172750711441, "learning_rate": 5.583756345177665e-06, "loss": 0.0019, "step": 710 }, { "epoch": 3.6548223350253806, "grad_norm": 0.05380258709192276, "learning_rate": 5.380710659898477e-06, "loss": 0.0163, "step": 720 }, { "epoch": 3.7055837563451774, "grad_norm": 261.12548828125, "learning_rate": 5.17766497461929e-06, "loss": 0.1856, "step": 730 }, { "epoch": 3.7563451776649748, "grad_norm": 0.021219402551651, "learning_rate": 4.974619289340102e-06, "loss": 0.1741, "step": 740 }, { "epoch": 3.8071065989847717, "grad_norm": 0.006986899767071009, "learning_rate": 4.771573604060914e-06, "loss": 0.2666, "step": 750 }, { "epoch": 3.8578680203045685, "grad_norm": 0.3382449746131897, "learning_rate": 4.568527918781726e-06, "loss": 0.0107, "step": 760 }, { "epoch": 3.9086294416243654, "grad_norm": 6.089676026022062e-05, "learning_rate": 4.365482233502538e-06, "loss": 0.1188, "step": 770 }, { "epoch": 3.9593908629441623, "grad_norm": 0.06970903277397156, "learning_rate": 4.162436548223351e-06, "loss": 0.2517, "step": 780 }, { "epoch": 4.0, "eval_accuracy": 0.992831541218638, "eval_loss": 0.04906105622649193, "eval_runtime": 17.0919, "eval_samples_per_second": 16.323, "eval_steps_per_second": 2.048, "step": 788 }, { "epoch": 4.01015228426396, "grad_norm": 0.7618089914321899, "learning_rate": 3.959390862944163e-06, "loss": 0.1249, "step": 790 }, { "epoch": 4.060913705583756, "grad_norm": 0.11002158373594284, "learning_rate": 3.756345177664975e-06, "loss": 0.0001, "step": 800 }, { "epoch": 4.111675126903553, "grad_norm": 0.009345640428364277, "learning_rate": 3.5532994923857873e-06, "loss": 0.0, "step": 810 }, { "epoch": 4.16243654822335, "grad_norm": 0.0008610596996732056, "learning_rate": 3.3502538071065993e-06, "loss": 0.1807, "step": 820 }, { "epoch": 4.213197969543147, "grad_norm": 0.0372774712741375, "learning_rate": 3.1472081218274113e-06, "loss": 0.0744, "step": 830 }, { "epoch": 4.2639593908629445, "grad_norm": 0.026972278952598572, "learning_rate": 2.9441624365482237e-06, "loss": 0.0216, "step": 840 }, { "epoch": 4.314720812182741, "grad_norm": 0.14636941254138947, "learning_rate": 2.7411167512690357e-06, "loss": 0.0692, "step": 850 }, { "epoch": 4.365482233502538, "grad_norm": 225.23846435546875, "learning_rate": 2.5380710659898476e-06, "loss": 0.2541, "step": 860 }, { "epoch": 4.416243654822335, "grad_norm": 0.1878076195716858, "learning_rate": 2.33502538071066e-06, "loss": 0.0001, "step": 870 }, { "epoch": 4.467005076142132, "grad_norm": 0.011137721128761768, "learning_rate": 2.1319796954314725e-06, "loss": 0.0, "step": 880 }, { "epoch": 4.517766497461929, "grad_norm": 8.737370808376e-05, "learning_rate": 1.9289340101522844e-06, "loss": 0.0004, "step": 890 }, { "epoch": 4.568527918781726, "grad_norm": 0.0015903498278930783, "learning_rate": 1.7258883248730964e-06, "loss": 0.2335, "step": 900 }, { "epoch": 4.619289340101523, "grad_norm": 0.02763758972287178, "learning_rate": 1.5228426395939088e-06, "loss": 0.0003, "step": 910 }, { "epoch": 4.67005076142132, "grad_norm": 0.4715072214603424, "learning_rate": 1.319796954314721e-06, "loss": 0.2327, "step": 920 }, { "epoch": 4.720812182741117, "grad_norm": 0.11949143558740616, "learning_rate": 1.116751269035533e-06, "loss": 0.0734, "step": 930 }, { "epoch": 4.771573604060913, "grad_norm": 362.79876708984375, "learning_rate": 9.137055837563452e-07, "loss": 0.0735, "step": 940 }, { "epoch": 4.822335025380711, "grad_norm": 0.0028335938695818186, "learning_rate": 7.106598984771574e-07, "loss": 0.2299, "step": 950 }, { "epoch": 4.873096446700508, "grad_norm": 0.015159722417593002, "learning_rate": 5.076142131979696e-07, "loss": 0.0003, "step": 960 }, { "epoch": 4.9238578680203045, "grad_norm": 0.07444437593221664, "learning_rate": 3.0456852791878176e-07, "loss": 0.0, "step": 970 }, { "epoch": 4.974619289340102, "grad_norm": 0.0017945471918210387, "learning_rate": 1.0152284263959391e-07, "loss": 0.1549, "step": 980 }, { "epoch": 5.0, "eval_accuracy": 0.996415770609319, "eval_loss": 0.04717279225587845, "eval_runtime": 17.0835, "eval_samples_per_second": 16.332, "eval_steps_per_second": 2.049, "step": 985 }, { "epoch": 5.0, "step": 985, "total_flos": 1.814619221089321e+18, "train_loss": 0.15722184067514908, "train_runtime": 1696.7849, "train_samples_per_second": 4.644, "train_steps_per_second": 0.581 } ], "logging_steps": 10, "max_steps": 985, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 1.814619221089321e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }