|
{ |
|
"best_metric": 0.030947599560022354, |
|
"best_model_checkpoint": "saves/psy-course/Ministral-8B-Instruct-2410/train/fold3/checkpoint-1300", |
|
"epoch": 4.994228549442093, |
|
"eval_steps": 50, |
|
"global_step": 3245, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.015390534821085032, |
|
"grad_norm": 2.7129294872283936, |
|
"learning_rate": 3.0769230769230774e-06, |
|
"loss": 1.3361, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.030781069642170065, |
|
"grad_norm": 2.7998530864715576, |
|
"learning_rate": 6.153846153846155e-06, |
|
"loss": 1.2705, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.0461716044632551, |
|
"grad_norm": 3.176865339279175, |
|
"learning_rate": 9.230769230769232e-06, |
|
"loss": 1.0344, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.06156213928434013, |
|
"grad_norm": 2.2590904235839844, |
|
"learning_rate": 1.230769230769231e-05, |
|
"loss": 0.5543, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.07695267410542517, |
|
"grad_norm": 1.1336504220962524, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.2581, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.07695267410542517, |
|
"eval_loss": 0.24142955243587494, |
|
"eval_runtime": 204.2818, |
|
"eval_samples_per_second": 5.659, |
|
"eval_steps_per_second": 5.659, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.0923432089265102, |
|
"grad_norm": 1.488216519355774, |
|
"learning_rate": 1.8461538461538465e-05, |
|
"loss": 0.1591, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.10773374374759523, |
|
"grad_norm": 1.2044562101364136, |
|
"learning_rate": 2.1538461538461542e-05, |
|
"loss": 0.1277, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.12312427856868026, |
|
"grad_norm": 1.2177847623825073, |
|
"learning_rate": 2.461538461538462e-05, |
|
"loss": 0.1016, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.1385148133897653, |
|
"grad_norm": 1.4868992567062378, |
|
"learning_rate": 2.7692307692307694e-05, |
|
"loss": 0.1181, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.15390534821085033, |
|
"grad_norm": 0.7344977855682373, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0852, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.15390534821085033, |
|
"eval_loss": 0.06964194774627686, |
|
"eval_runtime": 206.1842, |
|
"eval_samples_per_second": 5.607, |
|
"eval_steps_per_second": 5.607, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.16929588303193535, |
|
"grad_norm": 0.8094958662986755, |
|
"learning_rate": 3.384615384615385e-05, |
|
"loss": 0.0648, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.1846864178530204, |
|
"grad_norm": 0.799035370349884, |
|
"learning_rate": 3.692307692307693e-05, |
|
"loss": 0.0724, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.2000769526741054, |
|
"grad_norm": 1.0943729877471924, |
|
"learning_rate": 4e-05, |
|
"loss": 0.0693, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.21546748749519046, |
|
"grad_norm": 0.7663387060165405, |
|
"learning_rate": 4.3076923076923084e-05, |
|
"loss": 0.079, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.2308580223162755, |
|
"grad_norm": 0.9013597965240479, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.0612, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.2308580223162755, |
|
"eval_loss": 0.05835791304707527, |
|
"eval_runtime": 206.1691, |
|
"eval_samples_per_second": 5.607, |
|
"eval_steps_per_second": 5.607, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.24624855713736052, |
|
"grad_norm": 0.7569472193717957, |
|
"learning_rate": 4.923076923076924e-05, |
|
"loss": 0.0614, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.26163909195844554, |
|
"grad_norm": 0.7749213576316833, |
|
"learning_rate": 5.230769230769231e-05, |
|
"loss": 0.0611, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.2770296267795306, |
|
"grad_norm": 0.8102966547012329, |
|
"learning_rate": 5.538461538461539e-05, |
|
"loss": 0.0527, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.2924201616006156, |
|
"grad_norm": 0.3785383999347687, |
|
"learning_rate": 5.846153846153847e-05, |
|
"loss": 0.0446, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.30781069642170067, |
|
"grad_norm": 0.5616209506988525, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0579, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.30781069642170067, |
|
"eval_loss": 0.05373537540435791, |
|
"eval_runtime": 206.2593, |
|
"eval_samples_per_second": 5.605, |
|
"eval_steps_per_second": 5.605, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.3232012312427857, |
|
"grad_norm": 0.7150264382362366, |
|
"learning_rate": 6.461538461538462e-05, |
|
"loss": 0.0547, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.3385917660638707, |
|
"grad_norm": 0.8464581370353699, |
|
"learning_rate": 6.76923076923077e-05, |
|
"loss": 0.0499, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.35398230088495575, |
|
"grad_norm": 0.361303448677063, |
|
"learning_rate": 7.076923076923078e-05, |
|
"loss": 0.0378, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 0.3693728357060408, |
|
"grad_norm": 0.5058801770210266, |
|
"learning_rate": 7.384615384615386e-05, |
|
"loss": 0.0458, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 0.38476337052712584, |
|
"grad_norm": 0.4638279378414154, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.0436, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.38476337052712584, |
|
"eval_loss": 0.04330739751458168, |
|
"eval_runtime": 206.3367, |
|
"eval_samples_per_second": 5.602, |
|
"eval_steps_per_second": 5.602, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.4001539053482108, |
|
"grad_norm": 0.6122944951057434, |
|
"learning_rate": 8e-05, |
|
"loss": 0.0406, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 0.41554444016929587, |
|
"grad_norm": 0.43344515562057495, |
|
"learning_rate": 8.307692307692309e-05, |
|
"loss": 0.0416, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 0.4309349749903809, |
|
"grad_norm": 0.5257235169410706, |
|
"learning_rate": 8.615384615384617e-05, |
|
"loss": 0.0542, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 0.44632550981146596, |
|
"grad_norm": 0.43893206119537354, |
|
"learning_rate": 8.923076923076924e-05, |
|
"loss": 0.0505, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 0.461716044632551, |
|
"grad_norm": 0.39863696694374084, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.0395, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.461716044632551, |
|
"eval_loss": 0.04695376381278038, |
|
"eval_runtime": 206.5581, |
|
"eval_samples_per_second": 5.596, |
|
"eval_steps_per_second": 5.596, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.477106579453636, |
|
"grad_norm": 0.48693934082984924, |
|
"learning_rate": 9.53846153846154e-05, |
|
"loss": 0.0513, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 0.49249711427472104, |
|
"grad_norm": 0.3248462975025177, |
|
"learning_rate": 9.846153846153848e-05, |
|
"loss": 0.0486, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 0.5078876490958061, |
|
"grad_norm": 0.4264102578163147, |
|
"learning_rate": 9.999927654251793e-05, |
|
"loss": 0.0478, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 0.5232781839168911, |
|
"grad_norm": 0.40055567026138306, |
|
"learning_rate": 9.99934890082745e-05, |
|
"loss": 0.0448, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 0.5386687187379762, |
|
"grad_norm": 0.436410129070282, |
|
"learning_rate": 9.99819146097084e-05, |
|
"loss": 0.0436, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.5386687187379762, |
|
"eval_loss": 0.04537563398480415, |
|
"eval_runtime": 206.6595, |
|
"eval_samples_per_second": 5.594, |
|
"eval_steps_per_second": 5.594, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.5540592535590612, |
|
"grad_norm": 0.3384298086166382, |
|
"learning_rate": 9.996455468658355e-05, |
|
"loss": 0.0556, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 0.5694497883801463, |
|
"grad_norm": 0.41121906042099, |
|
"learning_rate": 9.994141124835203e-05, |
|
"loss": 0.0382, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 0.5848403232012312, |
|
"grad_norm": 0.6204984784126282, |
|
"learning_rate": 9.991248697392142e-05, |
|
"loss": 0.0389, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 0.6002308580223162, |
|
"grad_norm": 0.5442774891853333, |
|
"learning_rate": 9.987778521134476e-05, |
|
"loss": 0.0342, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 0.6156213928434013, |
|
"grad_norm": 0.33074888586997986, |
|
"learning_rate": 9.983730997743294e-05, |
|
"loss": 0.0487, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.6156213928434013, |
|
"eval_loss": 0.043601877987384796, |
|
"eval_runtime": 206.598, |
|
"eval_samples_per_second": 5.595, |
|
"eval_steps_per_second": 5.595, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.6310119276644863, |
|
"grad_norm": 0.29724112153053284, |
|
"learning_rate": 9.979106595728978e-05, |
|
"loss": 0.0416, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 0.6464024624855714, |
|
"grad_norm": 0.492950975894928, |
|
"learning_rate": 9.973905850376977e-05, |
|
"loss": 0.0467, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 0.6617929973066564, |
|
"grad_norm": 0.5168049931526184, |
|
"learning_rate": 9.968129363685833e-05, |
|
"loss": 0.0441, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 0.6771835321277414, |
|
"grad_norm": 0.4878815710544586, |
|
"learning_rate": 9.961777804297514e-05, |
|
"loss": 0.06, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 0.6925740669488265, |
|
"grad_norm": 0.486400842666626, |
|
"learning_rate": 9.954851907420009e-05, |
|
"loss": 0.0302, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.6925740669488265, |
|
"eval_loss": 0.0376572348177433, |
|
"eval_runtime": 206.2438, |
|
"eval_samples_per_second": 5.605, |
|
"eval_steps_per_second": 5.605, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.7079646017699115, |
|
"grad_norm": 0.19189871847629547, |
|
"learning_rate": 9.947352474742222e-05, |
|
"loss": 0.0345, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 0.7233551365909965, |
|
"grad_norm": 0.35765111446380615, |
|
"learning_rate": 9.93928037434118e-05, |
|
"loss": 0.0309, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 0.7387456714120816, |
|
"grad_norm": 0.6570756435394287, |
|
"learning_rate": 9.930636540581556e-05, |
|
"loss": 0.0423, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 0.7541362062331666, |
|
"grad_norm": 0.22649993002414703, |
|
"learning_rate": 9.921421974007506e-05, |
|
"loss": 0.0444, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 0.7695267410542517, |
|
"grad_norm": 0.3664339780807495, |
|
"learning_rate": 9.911637741226849e-05, |
|
"loss": 0.0301, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.7695267410542517, |
|
"eval_loss": 0.03770829364657402, |
|
"eval_runtime": 206.2208, |
|
"eval_samples_per_second": 5.606, |
|
"eval_steps_per_second": 5.606, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.7849172758753367, |
|
"grad_norm": 0.41719621419906616, |
|
"learning_rate": 9.90128497478762e-05, |
|
"loss": 0.0312, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 0.8003078106964217, |
|
"grad_norm": 0.30601200461387634, |
|
"learning_rate": 9.890364873046965e-05, |
|
"loss": 0.0428, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 0.8156983455175068, |
|
"grad_norm": 0.3862694203853607, |
|
"learning_rate": 9.878878700032427e-05, |
|
"loss": 0.0528, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 0.8310888803385917, |
|
"grad_norm": 0.3709644377231598, |
|
"learning_rate": 9.866827785295638e-05, |
|
"loss": 0.0436, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 0.8464794151596768, |
|
"grad_norm": 0.2840009331703186, |
|
"learning_rate": 9.854213523758413e-05, |
|
"loss": 0.0422, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.8464794151596768, |
|
"eval_loss": 0.035304248332977295, |
|
"eval_runtime": 206.2335, |
|
"eval_samples_per_second": 5.605, |
|
"eval_steps_per_second": 5.605, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.8618699499807618, |
|
"grad_norm": 0.2940672039985657, |
|
"learning_rate": 9.841037375551294e-05, |
|
"loss": 0.0354, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 0.8772604848018468, |
|
"grad_norm": 0.26936912536621094, |
|
"learning_rate": 9.827300865844527e-05, |
|
"loss": 0.027, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 0.8926510196229319, |
|
"grad_norm": 0.3261650800704956, |
|
"learning_rate": 9.813005584671522e-05, |
|
"loss": 0.0349, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 0.9080415544440169, |
|
"grad_norm": 0.2601899206638336, |
|
"learning_rate": 9.79815318674481e-05, |
|
"loss": 0.0522, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 0.923432089265102, |
|
"grad_norm": 0.35210129618644714, |
|
"learning_rate": 9.782745391264498e-05, |
|
"loss": 0.0352, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.923432089265102, |
|
"eval_loss": 0.034105055034160614, |
|
"eval_runtime": 206.1896, |
|
"eval_samples_per_second": 5.606, |
|
"eval_steps_per_second": 5.606, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.938822624086187, |
|
"grad_norm": 0.5016776323318481, |
|
"learning_rate": 9.76678398171927e-05, |
|
"loss": 0.0329, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 0.954213158907272, |
|
"grad_norm": 0.5350625514984131, |
|
"learning_rate": 9.750270805679945e-05, |
|
"loss": 0.0439, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 0.9696036937283571, |
|
"grad_norm": 0.3558119237422943, |
|
"learning_rate": 9.733207774585618e-05, |
|
"loss": 0.0434, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 0.9849942285494421, |
|
"grad_norm": 0.2524898648262024, |
|
"learning_rate": 9.715596863522398e-05, |
|
"loss": 0.0323, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 1.0003847633705272, |
|
"grad_norm": 0.2947213351726532, |
|
"learning_rate": 9.697440110994801e-05, |
|
"loss": 0.0327, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 1.0003847633705272, |
|
"eval_loss": 0.03460729122161865, |
|
"eval_runtime": 206.0695, |
|
"eval_samples_per_second": 5.61, |
|
"eval_steps_per_second": 5.61, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 1.0157752981916122, |
|
"grad_norm": 0.2889857590198517, |
|
"learning_rate": 9.678739618689775e-05, |
|
"loss": 0.0328, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 1.0311658330126972, |
|
"grad_norm": 0.2618435323238373, |
|
"learning_rate": 9.659497551233431e-05, |
|
"loss": 0.0319, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 1.0465563678337821, |
|
"grad_norm": 0.2214561402797699, |
|
"learning_rate": 9.639716135940485e-05, |
|
"loss": 0.033, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 1.0619469026548674, |
|
"grad_norm": 0.5059773921966553, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 0.0459, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 1.0773374374759523, |
|
"grad_norm": 0.4088204801082611, |
|
"learning_rate": 9.598544482992517e-05, |
|
"loss": 0.0328, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.0773374374759523, |
|
"eval_loss": 0.03613020479679108, |
|
"eval_runtime": 206.0875, |
|
"eval_samples_per_second": 5.609, |
|
"eval_steps_per_second": 5.609, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.0927279722970373, |
|
"grad_norm": 0.3483586013317108, |
|
"learning_rate": 9.57715901105348e-05, |
|
"loss": 0.0304, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 1.1081185071181223, |
|
"grad_norm": 0.26023438572883606, |
|
"learning_rate": 9.555243722158158e-05, |
|
"loss": 0.0296, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 1.1235090419392073, |
|
"grad_norm": 0.3373538553714752, |
|
"learning_rate": 9.532801153052958e-05, |
|
"loss": 0.0271, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 1.1388995767602923, |
|
"grad_norm": 0.5894502997398376, |
|
"learning_rate": 9.509833901518209e-05, |
|
"loss": 0.0373, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 1.1542901115813775, |
|
"grad_norm": 0.4273133873939514, |
|
"learning_rate": 9.486344626067475e-05, |
|
"loss": 0.0278, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 1.1542901115813775, |
|
"eval_loss": 0.03469457849860191, |
|
"eval_runtime": 206.0887, |
|
"eval_samples_per_second": 5.609, |
|
"eval_steps_per_second": 5.609, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 1.1696806464024625, |
|
"grad_norm": 0.2676852345466614, |
|
"learning_rate": 9.462336045639815e-05, |
|
"loss": 0.0332, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 1.1850711812235475, |
|
"grad_norm": 0.2201552540063858, |
|
"learning_rate": 9.437810939285068e-05, |
|
"loss": 0.0366, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 1.2004617160446325, |
|
"grad_norm": 0.3264544904232025, |
|
"learning_rate": 9.412772145842165e-05, |
|
"loss": 0.0351, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 1.2158522508657175, |
|
"grad_norm": 0.3948807716369629, |
|
"learning_rate": 9.387222563610535e-05, |
|
"loss": 0.0346, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 1.2312427856868027, |
|
"grad_norm": 0.28096306324005127, |
|
"learning_rate": 9.361165150014606e-05, |
|
"loss": 0.0277, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.2312427856868027, |
|
"eval_loss": 0.03360264375805855, |
|
"eval_runtime": 206.0768, |
|
"eval_samples_per_second": 5.61, |
|
"eval_steps_per_second": 5.61, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.2466333205078877, |
|
"grad_norm": 0.1512415111064911, |
|
"learning_rate": 9.334602921261492e-05, |
|
"loss": 0.0295, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 1.2620238553289727, |
|
"grad_norm": 0.38847845792770386, |
|
"learning_rate": 9.307538951991852e-05, |
|
"loss": 0.0266, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 1.2774143901500576, |
|
"grad_norm": 0.2812429368495941, |
|
"learning_rate": 9.279976374923988e-05, |
|
"loss": 0.0322, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 1.2928049249711426, |
|
"grad_norm": 0.3665665090084076, |
|
"learning_rate": 9.251918380491238e-05, |
|
"loss": 0.0263, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 1.3081954597922278, |
|
"grad_norm": 0.31587252020835876, |
|
"learning_rate": 9.223368216472668e-05, |
|
"loss": 0.0278, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 1.3081954597922278, |
|
"eval_loss": 0.034673381596803665, |
|
"eval_runtime": 206.167, |
|
"eval_samples_per_second": 5.607, |
|
"eval_steps_per_second": 5.607, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 1.3235859946133128, |
|
"grad_norm": 0.22272425889968872, |
|
"learning_rate": 9.194329187617127e-05, |
|
"loss": 0.0262, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 1.3389765294343978, |
|
"grad_norm": 0.9581472873687744, |
|
"learning_rate": 9.164804655260735e-05, |
|
"loss": 0.0268, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 1.3543670642554828, |
|
"grad_norm": 0.17257864773273468, |
|
"learning_rate": 9.134798036937778e-05, |
|
"loss": 0.0273, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 1.3697575990765678, |
|
"grad_norm": 0.24850012362003326, |
|
"learning_rate": 9.104312805985134e-05, |
|
"loss": 0.0377, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 1.385148133897653, |
|
"grad_norm": 0.2794986665248871, |
|
"learning_rate": 9.073352491140221e-05, |
|
"loss": 0.0208, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 1.385148133897653, |
|
"eval_loss": 0.034112174063920975, |
|
"eval_runtime": 206.049, |
|
"eval_samples_per_second": 5.61, |
|
"eval_steps_per_second": 5.61, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 1.400538668718738, |
|
"grad_norm": 0.29584696888923645, |
|
"learning_rate": 9.041920676132543e-05, |
|
"loss": 0.0307, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 1.415929203539823, |
|
"grad_norm": 0.2715909779071808, |
|
"learning_rate": 9.010020999268854e-05, |
|
"loss": 0.0305, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 1.431319738360908, |
|
"grad_norm": 0.27279144525527954, |
|
"learning_rate": 8.977657153012027e-05, |
|
"loss": 0.0282, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 1.446710273181993, |
|
"grad_norm": 0.532991349697113, |
|
"learning_rate": 8.944832883553633e-05, |
|
"loss": 0.0292, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 1.4621008080030782, |
|
"grad_norm": 0.12468016147613525, |
|
"learning_rate": 8.91155199038032e-05, |
|
"loss": 0.037, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 1.4621008080030782, |
|
"eval_loss": 0.03454824537038803, |
|
"eval_runtime": 205.9458, |
|
"eval_samples_per_second": 5.613, |
|
"eval_steps_per_second": 5.613, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 1.4774913428241632, |
|
"grad_norm": 0.2593000531196594, |
|
"learning_rate": 8.877818325834006e-05, |
|
"loss": 0.0293, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 1.4928818776452482, |
|
"grad_norm": 0.12138005346059799, |
|
"learning_rate": 8.843635794665961e-05, |
|
"loss": 0.0233, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 1.5082724124663334, |
|
"grad_norm": 0.38476723432540894, |
|
"learning_rate": 8.809008353584829e-05, |
|
"loss": 0.0304, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 1.5236629472874181, |
|
"grad_norm": 0.2522941827774048, |
|
"learning_rate": 8.773940010798627e-05, |
|
"loss": 0.0301, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 1.5390534821085033, |
|
"grad_norm": 0.41724494099617004, |
|
"learning_rate": 8.738434825550785e-05, |
|
"loss": 0.0335, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.5390534821085033, |
|
"eval_loss": 0.035657770931720734, |
|
"eval_runtime": 205.9581, |
|
"eval_samples_per_second": 5.613, |
|
"eval_steps_per_second": 5.613, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.5544440169295883, |
|
"grad_norm": 0.3103076219558716, |
|
"learning_rate": 8.702496907650274e-05, |
|
"loss": 0.0346, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 1.5698345517506733, |
|
"grad_norm": 0.3300725519657135, |
|
"learning_rate": 8.666130416995897e-05, |
|
"loss": 0.0328, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 1.5852250865717585, |
|
"grad_norm": 0.29734182357788086, |
|
"learning_rate": 8.629339563094758e-05, |
|
"loss": 0.0286, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 1.6006156213928433, |
|
"grad_norm": 0.39744675159454346, |
|
"learning_rate": 8.592128604575014e-05, |
|
"loss": 0.0258, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 1.6160061562139285, |
|
"grad_norm": 0.24222847819328308, |
|
"learning_rate": 8.554501848692921e-05, |
|
"loss": 0.0305, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 1.6160061562139285, |
|
"eval_loss": 0.032191626727581024, |
|
"eval_runtime": 206.0598, |
|
"eval_samples_per_second": 5.61, |
|
"eval_steps_per_second": 5.61, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 1.6313966910350135, |
|
"grad_norm": 0.1691523939371109, |
|
"learning_rate": 8.51646365083426e-05, |
|
"loss": 0.0236, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 1.6467872258560985, |
|
"grad_norm": 0.2633664608001709, |
|
"learning_rate": 8.478018414010191e-05, |
|
"loss": 0.0288, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 1.6621777606771835, |
|
"grad_norm": 0.5212844014167786, |
|
"learning_rate": 8.439170588347598e-05, |
|
"loss": 0.023, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 1.6775682954982685, |
|
"grad_norm": 0.904237687587738, |
|
"learning_rate": 8.399924670573969e-05, |
|
"loss": 0.0308, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 1.6929588303193537, |
|
"grad_norm": 0.3433602452278137, |
|
"learning_rate": 8.360285203496894e-05, |
|
"loss": 0.0337, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 1.6929588303193537, |
|
"eval_loss": 0.03766747564077377, |
|
"eval_runtime": 205.8986, |
|
"eval_samples_per_second": 5.614, |
|
"eval_steps_per_second": 5.614, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 1.7083493651404387, |
|
"grad_norm": 0.3405746519565582, |
|
"learning_rate": 8.320256775478228e-05, |
|
"loss": 0.0318, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 1.7237398999615237, |
|
"grad_norm": 0.2209967076778412, |
|
"learning_rate": 8.279844019902968e-05, |
|
"loss": 0.0226, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 1.7391304347826086, |
|
"grad_norm": 0.40576061606407166, |
|
"learning_rate": 8.239051614642934e-05, |
|
"loss": 0.0344, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 1.7545209696036936, |
|
"grad_norm": 0.2081703245639801, |
|
"learning_rate": 8.197884281515292e-05, |
|
"loss": 0.039, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 1.7699115044247788, |
|
"grad_norm": 0.15152692794799805, |
|
"learning_rate": 8.156346785735997e-05, |
|
"loss": 0.0221, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 1.7699115044247788, |
|
"eval_loss": 0.03250744193792343, |
|
"eval_runtime": 206.0014, |
|
"eval_samples_per_second": 5.612, |
|
"eval_steps_per_second": 5.612, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 1.7853020392458638, |
|
"grad_norm": 0.1951758712530136, |
|
"learning_rate": 8.114443935368198e-05, |
|
"loss": 0.0328, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 1.8006925740669488, |
|
"grad_norm": 0.27299606800079346, |
|
"learning_rate": 8.072180580765709e-05, |
|
"loss": 0.0236, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 1.8160831088880338, |
|
"grad_norm": 0.3067050278186798, |
|
"learning_rate": 8.02956161401155e-05, |
|
"loss": 0.0245, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 1.8314736437091188, |
|
"grad_norm": 0.3050411343574524, |
|
"learning_rate": 7.98659196835169e-05, |
|
"loss": 0.0294, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 1.846864178530204, |
|
"grad_norm": 0.14683391153812408, |
|
"learning_rate": 7.943276617624014e-05, |
|
"loss": 0.0192, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 1.846864178530204, |
|
"eval_loss": 0.03784427046775818, |
|
"eval_runtime": 205.7569, |
|
"eval_samples_per_second": 5.618, |
|
"eval_steps_per_second": 5.618, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 1.862254713351289, |
|
"grad_norm": 0.40251582860946655, |
|
"learning_rate": 7.899620575682578e-05, |
|
"loss": 0.027, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 1.877645248172374, |
|
"grad_norm": 0.171850323677063, |
|
"learning_rate": 7.85562889581725e-05, |
|
"loss": 0.0234, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 1.893035782993459, |
|
"grad_norm": 0.123468779027462, |
|
"learning_rate": 7.811306670168788e-05, |
|
"loss": 0.0278, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 1.908426317814544, |
|
"grad_norm": 0.2736228406429291, |
|
"learning_rate": 7.766659029139393e-05, |
|
"loss": 0.0338, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 1.9238168526356292, |
|
"grad_norm": 0.5321407914161682, |
|
"learning_rate": 7.72169114079887e-05, |
|
"loss": 0.0282, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 1.9238168526356292, |
|
"eval_loss": 0.03249868378043175, |
|
"eval_runtime": 205.8007, |
|
"eval_samples_per_second": 5.617, |
|
"eval_steps_per_second": 5.617, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 1.9392073874567142, |
|
"grad_norm": 0.7650699615478516, |
|
"learning_rate": 7.676408210286407e-05, |
|
"loss": 0.03, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 1.9545979222777992, |
|
"grad_norm": 0.2135242223739624, |
|
"learning_rate": 7.630815479208066e-05, |
|
"loss": 0.0323, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 1.9699884570988841, |
|
"grad_norm": 0.23481760919094086, |
|
"learning_rate": 7.584918225030053e-05, |
|
"loss": 0.024, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 1.9853789919199691, |
|
"grad_norm": 0.6037285923957825, |
|
"learning_rate": 7.538721760467845e-05, |
|
"loss": 0.0316, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 2.0007695267410543, |
|
"grad_norm": 0.1242920458316803, |
|
"learning_rate": 7.49223143287122e-05, |
|
"loss": 0.0216, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 2.0007695267410543, |
|
"eval_loss": 0.030947599560022354, |
|
"eval_runtime": 205.7097, |
|
"eval_samples_per_second": 5.62, |
|
"eval_steps_per_second": 5.62, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 2.016160061562139, |
|
"grad_norm": 0.2552458941936493, |
|
"learning_rate": 7.445452623605307e-05, |
|
"loss": 0.0169, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 2.0315505963832243, |
|
"grad_norm": 0.45093226432800293, |
|
"learning_rate": 7.398390747427662e-05, |
|
"loss": 0.0174, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 2.0469411312043095, |
|
"grad_norm": 0.30306553840637207, |
|
"learning_rate": 7.351051251861501e-05, |
|
"loss": 0.018, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 2.0623316660253943, |
|
"grad_norm": 0.07415292412042618, |
|
"learning_rate": 7.303439616565146e-05, |
|
"loss": 0.0205, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 2.0777222008464795, |
|
"grad_norm": 0.19454999268054962, |
|
"learning_rate": 7.255561352697732e-05, |
|
"loss": 0.0172, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 2.0777222008464795, |
|
"eval_loss": 0.031199408695101738, |
|
"eval_runtime": 205.533, |
|
"eval_samples_per_second": 5.624, |
|
"eval_steps_per_second": 5.624, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 2.0931127356675643, |
|
"grad_norm": 0.2673622965812683, |
|
"learning_rate": 7.207422002281281e-05, |
|
"loss": 0.0189, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 2.1085032704886495, |
|
"grad_norm": 0.5548039078712463, |
|
"learning_rate": 7.159027137559197e-05, |
|
"loss": 0.0162, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 2.1238938053097347, |
|
"grad_norm": 0.15172356367111206, |
|
"learning_rate": 7.110382360351267e-05, |
|
"loss": 0.014, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 2.1392843401308195, |
|
"grad_norm": 0.10359642654657364, |
|
"learning_rate": 7.061493301405244e-05, |
|
"loss": 0.0139, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 2.1546748749519047, |
|
"grad_norm": 0.5064147710800171, |
|
"learning_rate": 7.012365619745064e-05, |
|
"loss": 0.0238, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 2.1546748749519047, |
|
"eval_loss": 0.03423206880688667, |
|
"eval_runtime": 206.0002, |
|
"eval_samples_per_second": 5.612, |
|
"eval_steps_per_second": 5.612, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 2.1700654097729895, |
|
"grad_norm": 0.0905536487698555, |
|
"learning_rate": 6.963005002015808e-05, |
|
"loss": 0.0174, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 2.1854559445940747, |
|
"grad_norm": 0.21097618341445923, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 0.0209, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 2.20084647941516, |
|
"grad_norm": 0.14064981043338776, |
|
"learning_rate": 6.863607839083507e-05, |
|
"loss": 0.0118, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 2.2162370142362446, |
|
"grad_norm": 0.30104926228523254, |
|
"learning_rate": 6.813582799336624e-05, |
|
"loss": 0.0193, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 2.23162754905733, |
|
"grad_norm": 0.12663201987743378, |
|
"learning_rate": 6.763347833101192e-05, |
|
"loss": 0.0118, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 2.23162754905733, |
|
"eval_loss": 0.037876494228839874, |
|
"eval_runtime": 205.7156, |
|
"eval_samples_per_second": 5.619, |
|
"eval_steps_per_second": 5.619, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 2.2470180838784146, |
|
"grad_norm": 0.30306276679039, |
|
"learning_rate": 6.712908755193094e-05, |
|
"loss": 0.0173, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 2.2624086186995, |
|
"grad_norm": 0.13030338287353516, |
|
"learning_rate": 6.662271404054621e-05, |
|
"loss": 0.0219, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 2.2777991535205846, |
|
"grad_norm": 0.33335408568382263, |
|
"learning_rate": 6.611441641078657e-05, |
|
"loss": 0.0199, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 2.29318968834167, |
|
"grad_norm": 0.1504828780889511, |
|
"learning_rate": 6.560425349930208e-05, |
|
"loss": 0.0218, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 2.308580223162755, |
|
"grad_norm": 0.7764264345169067, |
|
"learning_rate": 6.509228435865357e-05, |
|
"loss": 0.02, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 2.308580223162755, |
|
"eval_loss": 0.03489841893315315, |
|
"eval_runtime": 205.6949, |
|
"eval_samples_per_second": 5.62, |
|
"eval_steps_per_second": 5.62, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 2.32397075798384, |
|
"grad_norm": 0.15162287652492523, |
|
"learning_rate": 6.45785682504772e-05, |
|
"loss": 0.0218, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 2.339361292804925, |
|
"grad_norm": 0.14409463107585907, |
|
"learning_rate": 6.406316463862467e-05, |
|
"loss": 0.0202, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 2.3547518276260098, |
|
"grad_norm": 0.08051624149084091, |
|
"learning_rate": 6.35461331822803e-05, |
|
"loss": 0.0132, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 2.370142362447095, |
|
"grad_norm": 0.23142850399017334, |
|
"learning_rate": 6.302753372905515e-05, |
|
"loss": 0.02, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 2.38553289726818, |
|
"grad_norm": 0.41714704036712646, |
|
"learning_rate": 6.250742630805971e-05, |
|
"loss": 0.0162, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 2.38553289726818, |
|
"eval_loss": 0.03894202038645744, |
|
"eval_runtime": 205.7496, |
|
"eval_samples_per_second": 5.618, |
|
"eval_steps_per_second": 5.618, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 2.400923432089265, |
|
"grad_norm": 0.23085202276706696, |
|
"learning_rate": 6.198587112295526e-05, |
|
"loss": 0.0139, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 2.41631396691035, |
|
"grad_norm": 0.22396957874298096, |
|
"learning_rate": 6.14629285449852e-05, |
|
"loss": 0.0178, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 2.431704501731435, |
|
"grad_norm": 0.16986897587776184, |
|
"learning_rate": 6.093865910598688e-05, |
|
"loss": 0.0183, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 2.44709503655252, |
|
"grad_norm": 0.2747359573841095, |
|
"learning_rate": 6.0413123491385025e-05, |
|
"loss": 0.0164, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 2.4624855713736054, |
|
"grad_norm": 0.2951468527317047, |
|
"learning_rate": 5.988638253316713e-05, |
|
"loss": 0.0138, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 2.4624855713736054, |
|
"eval_loss": 0.036692582070827484, |
|
"eval_runtime": 205.3121, |
|
"eval_samples_per_second": 5.63, |
|
"eval_steps_per_second": 5.63, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 2.47787610619469, |
|
"grad_norm": 0.3755318522453308, |
|
"learning_rate": 5.935849720284206e-05, |
|
"loss": 0.0171, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 2.4932666410157753, |
|
"grad_norm": 0.189901202917099, |
|
"learning_rate": 5.8829528604382436e-05, |
|
"loss": 0.0189, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 2.50865717583686, |
|
"grad_norm": 0.2906784117221832, |
|
"learning_rate": 5.829953796715176e-05, |
|
"loss": 0.0154, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 2.5240477106579453, |
|
"grad_norm": 0.35252946615219116, |
|
"learning_rate": 5.7768586638816924e-05, |
|
"loss": 0.0226, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 2.5394382454790305, |
|
"grad_norm": 0.182037815451622, |
|
"learning_rate": 5.723673607824705e-05, |
|
"loss": 0.0193, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 2.5394382454790305, |
|
"eval_loss": 0.03480008244514465, |
|
"eval_runtime": 204.9736, |
|
"eval_samples_per_second": 5.64, |
|
"eval_steps_per_second": 5.64, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 2.5548287803001153, |
|
"grad_norm": 0.3194112479686737, |
|
"learning_rate": 5.670404784839953e-05, |
|
"loss": 0.0126, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 2.5702193151212005, |
|
"grad_norm": 0.3529907763004303, |
|
"learning_rate": 5.6170583609193984e-05, |
|
"loss": 0.0174, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 2.5856098499422853, |
|
"grad_norm": 0.4833955466747284, |
|
"learning_rate": 5.56364051103749e-05, |
|
"loss": 0.0181, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 2.6010003847633705, |
|
"grad_norm": 0.18235287070274353, |
|
"learning_rate": 5.5101574184364056e-05, |
|
"loss": 0.018, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 2.6163909195844557, |
|
"grad_norm": 0.45806336402893066, |
|
"learning_rate": 5.4566152739103116e-05, |
|
"loss": 0.0208, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 2.6163909195844557, |
|
"eval_loss": 0.03558473661541939, |
|
"eval_runtime": 205.2271, |
|
"eval_samples_per_second": 5.633, |
|
"eval_steps_per_second": 5.633, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 2.6317814544055405, |
|
"grad_norm": 0.4757392108440399, |
|
"learning_rate": 5.403020275088786e-05, |
|
"loss": 0.0169, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 2.6471719892266257, |
|
"grad_norm": 0.38991662859916687, |
|
"learning_rate": 5.349378625719408e-05, |
|
"loss": 0.0263, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 2.6625625240477104, |
|
"grad_norm": 0.5427097082138062, |
|
"learning_rate": 5.2956965349496743e-05, |
|
"loss": 0.0213, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 2.6779530588687956, |
|
"grad_norm": 0.16979289054870605, |
|
"learning_rate": 5.241980216608261e-05, |
|
"loss": 0.0132, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 2.693343593689881, |
|
"grad_norm": 0.12156710773706436, |
|
"learning_rate": 5.188235888485773e-05, |
|
"loss": 0.0228, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 2.693343593689881, |
|
"eval_loss": 0.03264903649687767, |
|
"eval_runtime": 205.233, |
|
"eval_samples_per_second": 5.633, |
|
"eval_steps_per_second": 5.633, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 2.7087341285109656, |
|
"grad_norm": 0.24176715314388275, |
|
"learning_rate": 5.13446977161501e-05, |
|
"loss": 0.0148, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 2.724124663332051, |
|
"grad_norm": 0.3845118284225464, |
|
"learning_rate": 5.0806880895508766e-05, |
|
"loss": 0.0191, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 2.7395151981531356, |
|
"grad_norm": 0.4394952952861786, |
|
"learning_rate": 5.026897067649976e-05, |
|
"loss": 0.0231, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 2.754905732974221, |
|
"grad_norm": 0.1571224182844162, |
|
"learning_rate": 4.973102932350026e-05, |
|
"loss": 0.0167, |
|
"step": 1790 |
|
}, |
|
{ |
|
"epoch": 2.770296267795306, |
|
"grad_norm": 0.33347785472869873, |
|
"learning_rate": 4.9193119104491245e-05, |
|
"loss": 0.0195, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 2.770296267795306, |
|
"eval_loss": 0.03232903033494949, |
|
"eval_runtime": 205.4246, |
|
"eval_samples_per_second": 5.627, |
|
"eval_steps_per_second": 5.627, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 2.785686802616391, |
|
"grad_norm": 0.3520554304122925, |
|
"learning_rate": 4.86553022838499e-05, |
|
"loss": 0.0178, |
|
"step": 1810 |
|
}, |
|
{ |
|
"epoch": 2.801077337437476, |
|
"grad_norm": 0.361346572637558, |
|
"learning_rate": 4.8117641115142285e-05, |
|
"loss": 0.0222, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 2.8164678722585608, |
|
"grad_norm": 0.9539710283279419, |
|
"learning_rate": 4.758019783391741e-05, |
|
"loss": 0.0209, |
|
"step": 1830 |
|
}, |
|
{ |
|
"epoch": 2.831858407079646, |
|
"grad_norm": 0.2285640388727188, |
|
"learning_rate": 4.704303465050327e-05, |
|
"loss": 0.0188, |
|
"step": 1840 |
|
}, |
|
{ |
|
"epoch": 2.847248941900731, |
|
"grad_norm": 0.30473828315734863, |
|
"learning_rate": 4.6506213742805924e-05, |
|
"loss": 0.0219, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 2.847248941900731, |
|
"eval_loss": 0.03171970695257187, |
|
"eval_runtime": 205.2034, |
|
"eval_samples_per_second": 5.633, |
|
"eval_steps_per_second": 5.633, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 2.862639476721816, |
|
"grad_norm": 0.30735838413238525, |
|
"learning_rate": 4.5969797249112146e-05, |
|
"loss": 0.014, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 2.878030011542901, |
|
"grad_norm": 0.31664836406707764, |
|
"learning_rate": 4.54338472608969e-05, |
|
"loss": 0.0245, |
|
"step": 1870 |
|
}, |
|
{ |
|
"epoch": 2.893420546363986, |
|
"grad_norm": 0.2992251217365265, |
|
"learning_rate": 4.489842581563597e-05, |
|
"loss": 0.0134, |
|
"step": 1880 |
|
}, |
|
{ |
|
"epoch": 2.908811081185071, |
|
"grad_norm": 0.16290029883384705, |
|
"learning_rate": 4.436359488962511e-05, |
|
"loss": 0.0155, |
|
"step": 1890 |
|
}, |
|
{ |
|
"epoch": 2.9242016160061564, |
|
"grad_norm": 0.23914092779159546, |
|
"learning_rate": 4.382941639080602e-05, |
|
"loss": 0.0169, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 2.9242016160061564, |
|
"eval_loss": 0.032893672585487366, |
|
"eval_runtime": 205.2876, |
|
"eval_samples_per_second": 5.631, |
|
"eval_steps_per_second": 5.631, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 2.939592150827241, |
|
"grad_norm": 0.30798497796058655, |
|
"learning_rate": 4.3295952151600475e-05, |
|
"loss": 0.0212, |
|
"step": 1910 |
|
}, |
|
{ |
|
"epoch": 2.9549826856483263, |
|
"grad_norm": 0.3921068012714386, |
|
"learning_rate": 4.276326392175296e-05, |
|
"loss": 0.0205, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 2.970373220469411, |
|
"grad_norm": 0.10858126729726791, |
|
"learning_rate": 4.2231413361183095e-05, |
|
"loss": 0.0139, |
|
"step": 1930 |
|
}, |
|
{ |
|
"epoch": 2.9857637552904963, |
|
"grad_norm": 0.3226618766784668, |
|
"learning_rate": 4.1700462032848244e-05, |
|
"loss": 0.0137, |
|
"step": 1940 |
|
}, |
|
{ |
|
"epoch": 3.0011542901115815, |
|
"grad_norm": 0.16719426214694977, |
|
"learning_rate": 4.117047139561758e-05, |
|
"loss": 0.0235, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 3.0011542901115815, |
|
"eval_loss": 0.03400113061070442, |
|
"eval_runtime": 205.1805, |
|
"eval_samples_per_second": 5.634, |
|
"eval_steps_per_second": 5.634, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 3.0165448249326663, |
|
"grad_norm": 0.19277110695838928, |
|
"learning_rate": 4.0641502797157966e-05, |
|
"loss": 0.0062, |
|
"step": 1960 |
|
}, |
|
{ |
|
"epoch": 3.0319353597537515, |
|
"grad_norm": 0.04823404923081398, |
|
"learning_rate": 4.011361746683288e-05, |
|
"loss": 0.0099, |
|
"step": 1970 |
|
}, |
|
{ |
|
"epoch": 3.0473258945748363, |
|
"grad_norm": 0.14269518852233887, |
|
"learning_rate": 3.958687650861499e-05, |
|
"loss": 0.0085, |
|
"step": 1980 |
|
}, |
|
{ |
|
"epoch": 3.0627164293959215, |
|
"grad_norm": 0.2702989876270294, |
|
"learning_rate": 3.906134089401313e-05, |
|
"loss": 0.0062, |
|
"step": 1990 |
|
}, |
|
{ |
|
"epoch": 3.0781069642170067, |
|
"grad_norm": 0.1252523958683014, |
|
"learning_rate": 3.853707145501482e-05, |
|
"loss": 0.0092, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 3.0781069642170067, |
|
"eval_loss": 0.03769548237323761, |
|
"eval_runtime": 205.727, |
|
"eval_samples_per_second": 5.619, |
|
"eval_steps_per_second": 5.619, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 3.0934974990380915, |
|
"grad_norm": 0.4280714988708496, |
|
"learning_rate": 3.801412887704475e-05, |
|
"loss": 0.0052, |
|
"step": 2010 |
|
}, |
|
{ |
|
"epoch": 3.1088880338591767, |
|
"grad_norm": 0.038806311786174774, |
|
"learning_rate": 3.749257369194029e-05, |
|
"loss": 0.0093, |
|
"step": 2020 |
|
}, |
|
{ |
|
"epoch": 3.1242785686802614, |
|
"grad_norm": 0.10537301003932953, |
|
"learning_rate": 3.697246627094487e-05, |
|
"loss": 0.01, |
|
"step": 2030 |
|
}, |
|
{ |
|
"epoch": 3.1396691035013466, |
|
"grad_norm": 0.15586970746517181, |
|
"learning_rate": 3.6453866817719726e-05, |
|
"loss": 0.0095, |
|
"step": 2040 |
|
}, |
|
{ |
|
"epoch": 3.155059638322432, |
|
"grad_norm": 0.6365472674369812, |
|
"learning_rate": 3.593683536137533e-05, |
|
"loss": 0.0107, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 3.155059638322432, |
|
"eval_loss": 0.04130587726831436, |
|
"eval_runtime": 205.1703, |
|
"eval_samples_per_second": 5.634, |
|
"eval_steps_per_second": 5.634, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 3.1704501731435166, |
|
"grad_norm": 0.06414748728275299, |
|
"learning_rate": 3.542143174952282e-05, |
|
"loss": 0.0075, |
|
"step": 2060 |
|
}, |
|
{ |
|
"epoch": 3.185840707964602, |
|
"grad_norm": 0.3724590539932251, |
|
"learning_rate": 3.490771564134643e-05, |
|
"loss": 0.0076, |
|
"step": 2070 |
|
}, |
|
{ |
|
"epoch": 3.2012312427856866, |
|
"grad_norm": 0.1347227543592453, |
|
"learning_rate": 3.4395746500697925e-05, |
|
"loss": 0.0104, |
|
"step": 2080 |
|
}, |
|
{ |
|
"epoch": 3.216621777606772, |
|
"grad_norm": 0.4249352216720581, |
|
"learning_rate": 3.388558358921343e-05, |
|
"loss": 0.0081, |
|
"step": 2090 |
|
}, |
|
{ |
|
"epoch": 3.232012312427857, |
|
"grad_norm": 0.2213268131017685, |
|
"learning_rate": 3.337728595945378e-05, |
|
"loss": 0.0093, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 3.232012312427857, |
|
"eval_loss": 0.039757389575242996, |
|
"eval_runtime": 205.1175, |
|
"eval_samples_per_second": 5.636, |
|
"eval_steps_per_second": 5.636, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 3.247402847248942, |
|
"grad_norm": 0.07781395316123962, |
|
"learning_rate": 3.287091244806907e-05, |
|
"loss": 0.0093, |
|
"step": 2110 |
|
}, |
|
{ |
|
"epoch": 3.262793382070027, |
|
"grad_norm": 0.3686499297618866, |
|
"learning_rate": 3.2366521668988106e-05, |
|
"loss": 0.0098, |
|
"step": 2120 |
|
}, |
|
{ |
|
"epoch": 3.2781839168911118, |
|
"grad_norm": 0.2970055341720581, |
|
"learning_rate": 3.186417200663379e-05, |
|
"loss": 0.0077, |
|
"step": 2130 |
|
}, |
|
{ |
|
"epoch": 3.293574451712197, |
|
"grad_norm": 0.16210752725601196, |
|
"learning_rate": 3.136392160916495e-05, |
|
"loss": 0.0067, |
|
"step": 2140 |
|
}, |
|
{ |
|
"epoch": 3.308964986533282, |
|
"grad_norm": 0.6002753376960754, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.0076, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 3.308964986533282, |
|
"eval_loss": 0.04058561474084854, |
|
"eval_runtime": 204.9772, |
|
"eval_samples_per_second": 5.64, |
|
"eval_steps_per_second": 5.64, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 3.324355521354367, |
|
"grad_norm": 0.19426089525222778, |
|
"learning_rate": 3.036994997984194e-05, |
|
"loss": 0.0076, |
|
"step": 2160 |
|
}, |
|
{ |
|
"epoch": 3.339746056175452, |
|
"grad_norm": 0.1623201072216034, |
|
"learning_rate": 2.9876343802549357e-05, |
|
"loss": 0.0086, |
|
"step": 2170 |
|
}, |
|
{ |
|
"epoch": 3.355136590996537, |
|
"grad_norm": 0.24628621339797974, |
|
"learning_rate": 2.938506698594755e-05, |
|
"loss": 0.0102, |
|
"step": 2180 |
|
}, |
|
{ |
|
"epoch": 3.370527125817622, |
|
"grad_norm": 0.22403481602668762, |
|
"learning_rate": 2.8896176396487334e-05, |
|
"loss": 0.0057, |
|
"step": 2190 |
|
}, |
|
{ |
|
"epoch": 3.3859176606387074, |
|
"grad_norm": 0.13181528449058533, |
|
"learning_rate": 2.8409728624408067e-05, |
|
"loss": 0.0115, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 3.3859176606387074, |
|
"eval_loss": 0.03798670321702957, |
|
"eval_runtime": 204.6984, |
|
"eval_samples_per_second": 5.647, |
|
"eval_steps_per_second": 5.647, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 3.401308195459792, |
|
"grad_norm": 0.03959172964096069, |
|
"learning_rate": 2.7925779977187215e-05, |
|
"loss": 0.0063, |
|
"step": 2210 |
|
}, |
|
{ |
|
"epoch": 3.4166987302808773, |
|
"grad_norm": 0.22117912769317627, |
|
"learning_rate": 2.7444386473022686e-05, |
|
"loss": 0.0074, |
|
"step": 2220 |
|
}, |
|
{ |
|
"epoch": 3.432089265101962, |
|
"grad_norm": 0.27058205008506775, |
|
"learning_rate": 2.696560383434854e-05, |
|
"loss": 0.0117, |
|
"step": 2230 |
|
}, |
|
{ |
|
"epoch": 3.4474797999230473, |
|
"grad_norm": 0.19432082772254944, |
|
"learning_rate": 2.6489487481384988e-05, |
|
"loss": 0.0116, |
|
"step": 2240 |
|
}, |
|
{ |
|
"epoch": 3.4628703347441325, |
|
"grad_norm": 0.12404157966375351, |
|
"learning_rate": 2.601609252572339e-05, |
|
"loss": 0.0065, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 3.4628703347441325, |
|
"eval_loss": 0.037050120532512665, |
|
"eval_runtime": 205.0649, |
|
"eval_samples_per_second": 5.637, |
|
"eval_steps_per_second": 5.637, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 3.4782608695652173, |
|
"grad_norm": 0.07123508304357529, |
|
"learning_rate": 2.554547376394692e-05, |
|
"loss": 0.007, |
|
"step": 2260 |
|
}, |
|
{ |
|
"epoch": 3.4936514043863025, |
|
"grad_norm": 0.20804937183856964, |
|
"learning_rate": 2.5077685671287808e-05, |
|
"loss": 0.0048, |
|
"step": 2270 |
|
}, |
|
{ |
|
"epoch": 3.5090419392073873, |
|
"grad_norm": 0.1703631430864334, |
|
"learning_rate": 2.4612782395321593e-05, |
|
"loss": 0.0085, |
|
"step": 2280 |
|
}, |
|
{ |
|
"epoch": 3.5244324740284725, |
|
"grad_norm": 0.23363769054412842, |
|
"learning_rate": 2.4150817749699496e-05, |
|
"loss": 0.006, |
|
"step": 2290 |
|
}, |
|
{ |
|
"epoch": 3.5398230088495577, |
|
"grad_norm": 0.08716625720262527, |
|
"learning_rate": 2.3691845207919357e-05, |
|
"loss": 0.0115, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 3.5398230088495577, |
|
"eval_loss": 0.03938056528568268, |
|
"eval_runtime": 205.03, |
|
"eval_samples_per_second": 5.638, |
|
"eval_steps_per_second": 5.638, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 3.5552135436706425, |
|
"grad_norm": 0.05090276524424553, |
|
"learning_rate": 2.3235917897135934e-05, |
|
"loss": 0.0083, |
|
"step": 2310 |
|
}, |
|
{ |
|
"epoch": 3.5706040784917277, |
|
"grad_norm": 0.42657580971717834, |
|
"learning_rate": 2.2783088592011303e-05, |
|
"loss": 0.0088, |
|
"step": 2320 |
|
}, |
|
{ |
|
"epoch": 3.5859946133128124, |
|
"grad_norm": 0.2217244654893875, |
|
"learning_rate": 2.233340970860608e-05, |
|
"loss": 0.0075, |
|
"step": 2330 |
|
}, |
|
{ |
|
"epoch": 3.6013851481338977, |
|
"grad_norm": 0.6814695596694946, |
|
"learning_rate": 2.1886933298312125e-05, |
|
"loss": 0.0131, |
|
"step": 2340 |
|
}, |
|
{ |
|
"epoch": 3.616775682954983, |
|
"grad_norm": 0.19453896582126617, |
|
"learning_rate": 2.1443711041827503e-05, |
|
"loss": 0.006, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 3.616775682954983, |
|
"eval_loss": 0.03990740329027176, |
|
"eval_runtime": 204.8245, |
|
"eval_samples_per_second": 5.644, |
|
"eval_steps_per_second": 5.644, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 3.6321662177760676, |
|
"grad_norm": 0.3497713804244995, |
|
"learning_rate": 2.1003794243174252e-05, |
|
"loss": 0.015, |
|
"step": 2360 |
|
}, |
|
{ |
|
"epoch": 3.647556752597153, |
|
"grad_norm": 0.23189005255699158, |
|
"learning_rate": 2.0567233823759886e-05, |
|
"loss": 0.0087, |
|
"step": 2370 |
|
}, |
|
{ |
|
"epoch": 3.6629472874182376, |
|
"grad_norm": 0.22898951172828674, |
|
"learning_rate": 2.0134080316483113e-05, |
|
"loss": 0.0101, |
|
"step": 2380 |
|
}, |
|
{ |
|
"epoch": 3.678337822239323, |
|
"grad_norm": 0.2536865472793579, |
|
"learning_rate": 1.970438385988452e-05, |
|
"loss": 0.01, |
|
"step": 2390 |
|
}, |
|
{ |
|
"epoch": 3.693728357060408, |
|
"grad_norm": 0.2650982141494751, |
|
"learning_rate": 1.927819419234292e-05, |
|
"loss": 0.0119, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 3.693728357060408, |
|
"eval_loss": 0.036597561091184616, |
|
"eval_runtime": 204.8254, |
|
"eval_samples_per_second": 5.644, |
|
"eval_steps_per_second": 5.644, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 3.709118891881493, |
|
"grad_norm": 0.11519203335046768, |
|
"learning_rate": 1.885556064631801e-05, |
|
"loss": 0.0082, |
|
"step": 2410 |
|
}, |
|
{ |
|
"epoch": 3.724509426702578, |
|
"grad_norm": 0.045235008001327515, |
|
"learning_rate": 1.843653214264003e-05, |
|
"loss": 0.0059, |
|
"step": 2420 |
|
}, |
|
{ |
|
"epoch": 3.7398999615236628, |
|
"grad_norm": 0.6607848405838013, |
|
"learning_rate": 1.8021157184847087e-05, |
|
"loss": 0.0095, |
|
"step": 2430 |
|
}, |
|
{ |
|
"epoch": 3.755290496344748, |
|
"grad_norm": 0.12694579362869263, |
|
"learning_rate": 1.7609483853570668e-05, |
|
"loss": 0.006, |
|
"step": 2440 |
|
}, |
|
{ |
|
"epoch": 3.770681031165833, |
|
"grad_norm": 0.031129347160458565, |
|
"learning_rate": 1.720155980097034e-05, |
|
"loss": 0.0068, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 3.770681031165833, |
|
"eval_loss": 0.038730423897504807, |
|
"eval_runtime": 204.9684, |
|
"eval_samples_per_second": 5.64, |
|
"eval_steps_per_second": 5.64, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 3.786071565986918, |
|
"grad_norm": 0.34668412804603577, |
|
"learning_rate": 1.6797432245217736e-05, |
|
"loss": 0.0099, |
|
"step": 2460 |
|
}, |
|
{ |
|
"epoch": 3.801462100808003, |
|
"grad_norm": 0.4107019901275635, |
|
"learning_rate": 1.6397147965031072e-05, |
|
"loss": 0.0071, |
|
"step": 2470 |
|
}, |
|
{ |
|
"epoch": 3.816852635629088, |
|
"grad_norm": 0.09503304958343506, |
|
"learning_rate": 1.600075329426033e-05, |
|
"loss": 0.0116, |
|
"step": 2480 |
|
}, |
|
{ |
|
"epoch": 3.832243170450173, |
|
"grad_norm": 0.11153826117515564, |
|
"learning_rate": 1.560829411652403e-05, |
|
"loss": 0.0086, |
|
"step": 2490 |
|
}, |
|
{ |
|
"epoch": 3.8476337052712584, |
|
"grad_norm": 0.20469005405902863, |
|
"learning_rate": 1.521981585989809e-05, |
|
"loss": 0.0079, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 3.8476337052712584, |
|
"eval_loss": 0.0393652580678463, |
|
"eval_runtime": 204.6532, |
|
"eval_samples_per_second": 5.649, |
|
"eval_steps_per_second": 5.649, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 3.863024240092343, |
|
"grad_norm": 0.023741349577903748, |
|
"learning_rate": 1.4835363491657412e-05, |
|
"loss": 0.0097, |
|
"step": 2510 |
|
}, |
|
{ |
|
"epoch": 3.8784147749134283, |
|
"grad_norm": 0.2665390074253082, |
|
"learning_rate": 1.4454981513070791e-05, |
|
"loss": 0.0051, |
|
"step": 2520 |
|
}, |
|
{ |
|
"epoch": 3.893805309734513, |
|
"grad_norm": 0.0571470707654953, |
|
"learning_rate": 1.4078713954249873e-05, |
|
"loss": 0.0065, |
|
"step": 2530 |
|
}, |
|
{ |
|
"epoch": 3.9091958445555983, |
|
"grad_norm": 0.14969134330749512, |
|
"learning_rate": 1.3706604369052434e-05, |
|
"loss": 0.0039, |
|
"step": 2540 |
|
}, |
|
{ |
|
"epoch": 3.9245863793766835, |
|
"grad_norm": 0.3763895034790039, |
|
"learning_rate": 1.3338695830041047e-05, |
|
"loss": 0.0092, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 3.9245863793766835, |
|
"eval_loss": 0.04046928137540817, |
|
"eval_runtime": 204.8731, |
|
"eval_samples_per_second": 5.643, |
|
"eval_steps_per_second": 5.643, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 3.9399769141977683, |
|
"grad_norm": 1.1178613901138306, |
|
"learning_rate": 1.2975030923497262e-05, |
|
"loss": 0.0088, |
|
"step": 2560 |
|
}, |
|
{ |
|
"epoch": 3.9553674490188535, |
|
"grad_norm": 0.28649458289146423, |
|
"learning_rate": 1.2615651744492151e-05, |
|
"loss": 0.0061, |
|
"step": 2570 |
|
}, |
|
{ |
|
"epoch": 3.9707579838399383, |
|
"grad_norm": 0.018256502225995064, |
|
"learning_rate": 1.2260599892013719e-05, |
|
"loss": 0.0118, |
|
"step": 2580 |
|
}, |
|
{ |
|
"epoch": 3.9861485186610235, |
|
"grad_norm": 0.2700015604496002, |
|
"learning_rate": 1.1909916464151715e-05, |
|
"loss": 0.0081, |
|
"step": 2590 |
|
}, |
|
{ |
|
"epoch": 4.001539053482109, |
|
"grad_norm": 0.03348098695278168, |
|
"learning_rate": 1.1563642053340406e-05, |
|
"loss": 0.0088, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 4.001539053482109, |
|
"eval_loss": 0.039251428097486496, |
|
"eval_runtime": 204.8037, |
|
"eval_samples_per_second": 5.644, |
|
"eval_steps_per_second": 5.644, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 4.016929588303194, |
|
"grad_norm": 0.0350678451359272, |
|
"learning_rate": 1.1221816741659964e-05, |
|
"loss": 0.0036, |
|
"step": 2610 |
|
}, |
|
{ |
|
"epoch": 4.032320123124278, |
|
"grad_norm": 0.1188267171382904, |
|
"learning_rate": 1.0884480096196803e-05, |
|
"loss": 0.0023, |
|
"step": 2620 |
|
}, |
|
{ |
|
"epoch": 4.047710657945363, |
|
"grad_norm": 0.13259093463420868, |
|
"learning_rate": 1.0551671164463666e-05, |
|
"loss": 0.0024, |
|
"step": 2630 |
|
}, |
|
{ |
|
"epoch": 4.063101192766449, |
|
"grad_norm": 0.016152262687683105, |
|
"learning_rate": 1.0223428469879736e-05, |
|
"loss": 0.0058, |
|
"step": 2640 |
|
}, |
|
{ |
|
"epoch": 4.078491727587534, |
|
"grad_norm": 0.03424251452088356, |
|
"learning_rate": 9.899790007311455e-06, |
|
"loss": 0.0017, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 4.078491727587534, |
|
"eval_loss": 0.0415111780166626, |
|
"eval_runtime": 203.6968, |
|
"eval_samples_per_second": 5.675, |
|
"eval_steps_per_second": 5.675, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 4.093882262408619, |
|
"grad_norm": 0.17463412880897522, |
|
"learning_rate": 9.580793238674573e-06, |
|
"loss": 0.0056, |
|
"step": 2660 |
|
}, |
|
{ |
|
"epoch": 4.109272797229703, |
|
"grad_norm": 0.07210592180490494, |
|
"learning_rate": 9.266475088597781e-06, |
|
"loss": 0.0029, |
|
"step": 2670 |
|
}, |
|
{ |
|
"epoch": 4.124663332050789, |
|
"grad_norm": 0.0655309185385704, |
|
"learning_rate": 8.956871940148681e-06, |
|
"loss": 0.0028, |
|
"step": 2680 |
|
}, |
|
{ |
|
"epoch": 4.140053866871874, |
|
"grad_norm": 0.013929404318332672, |
|
"learning_rate": 8.65201963062225e-06, |
|
"loss": 0.006, |
|
"step": 2690 |
|
}, |
|
{ |
|
"epoch": 4.155444401692959, |
|
"grad_norm": 0.06032650172710419, |
|
"learning_rate": 8.351953447392674e-06, |
|
"loss": 0.0076, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 4.155444401692959, |
|
"eval_loss": 0.04455247521400452, |
|
"eval_runtime": 204.5549, |
|
"eval_samples_per_second": 5.651, |
|
"eval_steps_per_second": 5.651, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 4.170834936514044, |
|
"grad_norm": 0.09175076335668564, |
|
"learning_rate": 8.056708123828738e-06, |
|
"loss": 0.0046, |
|
"step": 2710 |
|
}, |
|
{ |
|
"epoch": 4.186225471335129, |
|
"grad_norm": 0.0822143703699112, |
|
"learning_rate": 7.76631783527334e-06, |
|
"loss": 0.0087, |
|
"step": 2720 |
|
}, |
|
{ |
|
"epoch": 4.201616006156214, |
|
"grad_norm": 0.038291268050670624, |
|
"learning_rate": 7.4808161950876145e-06, |
|
"loss": 0.0023, |
|
"step": 2730 |
|
}, |
|
{ |
|
"epoch": 4.217006540977299, |
|
"grad_norm": 0.05717266723513603, |
|
"learning_rate": 7.200236250760111e-06, |
|
"loss": 0.0039, |
|
"step": 2740 |
|
}, |
|
{ |
|
"epoch": 4.232397075798384, |
|
"grad_norm": 0.03294439613819122, |
|
"learning_rate": 6.924610480081478e-06, |
|
"loss": 0.0017, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 4.232397075798384, |
|
"eval_loss": 0.04526090621948242, |
|
"eval_runtime": 204.6019, |
|
"eval_samples_per_second": 5.65, |
|
"eval_steps_per_second": 5.65, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 4.247787610619469, |
|
"grad_norm": 0.05905228480696678, |
|
"learning_rate": 6.6539707873850774e-06, |
|
"loss": 0.0018, |
|
"step": 2760 |
|
}, |
|
{ |
|
"epoch": 4.263178145440554, |
|
"grad_norm": 0.10082878172397614, |
|
"learning_rate": 6.3883484998539525e-06, |
|
"loss": 0.0026, |
|
"step": 2770 |
|
}, |
|
{ |
|
"epoch": 4.278568680261639, |
|
"grad_norm": 0.12022367864847183, |
|
"learning_rate": 6.127774363894667e-06, |
|
"loss": 0.0028, |
|
"step": 2780 |
|
}, |
|
{ |
|
"epoch": 4.293959215082724, |
|
"grad_norm": 0.021185602992773056, |
|
"learning_rate": 5.872278541578352e-06, |
|
"loss": 0.0037, |
|
"step": 2790 |
|
}, |
|
{ |
|
"epoch": 4.309349749903809, |
|
"grad_norm": 0.07566625624895096, |
|
"learning_rate": 5.6218906071493275e-06, |
|
"loss": 0.0027, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 4.309349749903809, |
|
"eval_loss": 0.04690178483724594, |
|
"eval_runtime": 177.4562, |
|
"eval_samples_per_second": 6.514, |
|
"eval_steps_per_second": 6.514, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 4.324740284724895, |
|
"grad_norm": 0.040234968066215515, |
|
"learning_rate": 5.376639543601858e-06, |
|
"loss": 0.0026, |
|
"step": 2810 |
|
}, |
|
{ |
|
"epoch": 4.340130819545979, |
|
"grad_norm": 0.021735873073339462, |
|
"learning_rate": 5.136553739325256e-06, |
|
"loss": 0.0017, |
|
"step": 2820 |
|
}, |
|
{ |
|
"epoch": 4.355521354367064, |
|
"grad_norm": 0.04729858413338661, |
|
"learning_rate": 4.901660984817908e-06, |
|
"loss": 0.0022, |
|
"step": 2830 |
|
}, |
|
{ |
|
"epoch": 4.370911889188149, |
|
"grad_norm": 0.015267541632056236, |
|
"learning_rate": 4.671988469470434e-06, |
|
"loss": 0.0028, |
|
"step": 2840 |
|
}, |
|
{ |
|
"epoch": 4.3863024240092345, |
|
"grad_norm": 0.02810192108154297, |
|
"learning_rate": 4.447562778418435e-06, |
|
"loss": 0.003, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 4.3863024240092345, |
|
"eval_loss": 0.04846663400530815, |
|
"eval_runtime": 203.6935, |
|
"eval_samples_per_second": 5.675, |
|
"eval_steps_per_second": 5.675, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 4.40169295883032, |
|
"grad_norm": 0.19460941851139069, |
|
"learning_rate": 4.228409889465218e-06, |
|
"loss": 0.002, |
|
"step": 2860 |
|
}, |
|
{ |
|
"epoch": 4.417083493651404, |
|
"grad_norm": 0.02065412327647209, |
|
"learning_rate": 4.014555170074824e-06, |
|
"loss": 0.0011, |
|
"step": 2870 |
|
}, |
|
{ |
|
"epoch": 4.432474028472489, |
|
"grad_norm": 0.023317057639360428, |
|
"learning_rate": 3.8060233744356633e-06, |
|
"loss": 0.0067, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 4.4478645632935745, |
|
"grad_norm": 0.017580850049853325, |
|
"learning_rate": 3.602838640595152e-06, |
|
"loss": 0.0022, |
|
"step": 2890 |
|
}, |
|
{ |
|
"epoch": 4.46325509811466, |
|
"grad_norm": 0.4506520628929138, |
|
"learning_rate": 3.4050244876656866e-06, |
|
"loss": 0.0047, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 4.46325509811466, |
|
"eval_loss": 0.04926421493291855, |
|
"eval_runtime": 203.5851, |
|
"eval_samples_per_second": 5.678, |
|
"eval_steps_per_second": 5.678, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 4.478645632935745, |
|
"grad_norm": 0.032597895711660385, |
|
"learning_rate": 3.2126038131022552e-06, |
|
"loss": 0.0076, |
|
"step": 2910 |
|
}, |
|
{ |
|
"epoch": 4.494036167756829, |
|
"grad_norm": 0.07329336553812027, |
|
"learning_rate": 3.025598890051995e-06, |
|
"loss": 0.0038, |
|
"step": 2920 |
|
}, |
|
{ |
|
"epoch": 4.5094267025779144, |
|
"grad_norm": 0.04605919495224953, |
|
"learning_rate": 2.8440313647760288e-06, |
|
"loss": 0.0033, |
|
"step": 2930 |
|
}, |
|
{ |
|
"epoch": 4.524817237399, |
|
"grad_norm": 0.2866140604019165, |
|
"learning_rate": 2.6679222541438397e-06, |
|
"loss": 0.0061, |
|
"step": 2940 |
|
}, |
|
{ |
|
"epoch": 4.540207772220085, |
|
"grad_norm": 0.017162030562758446, |
|
"learning_rate": 2.4972919432005582e-06, |
|
"loss": 0.0021, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 4.540207772220085, |
|
"eval_loss": 0.04840932786464691, |
|
"eval_runtime": 204.0265, |
|
"eval_samples_per_second": 5.666, |
|
"eval_steps_per_second": 5.666, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 4.555598307041169, |
|
"grad_norm": 0.0646035224199295, |
|
"learning_rate": 2.3321601828073135e-06, |
|
"loss": 0.0013, |
|
"step": 2960 |
|
}, |
|
{ |
|
"epoch": 4.570988841862254, |
|
"grad_norm": 0.15958349406719208, |
|
"learning_rate": 2.1725460873550317e-06, |
|
"loss": 0.0072, |
|
"step": 2970 |
|
}, |
|
{ |
|
"epoch": 4.58637937668334, |
|
"grad_norm": 0.03168458864092827, |
|
"learning_rate": 2.0184681325519096e-06, |
|
"loss": 0.0027, |
|
"step": 2980 |
|
}, |
|
{ |
|
"epoch": 4.601769911504425, |
|
"grad_norm": 0.18651697039604187, |
|
"learning_rate": 1.869944153284786e-06, |
|
"loss": 0.002, |
|
"step": 2990 |
|
}, |
|
{ |
|
"epoch": 4.61716044632551, |
|
"grad_norm": 0.04747346416115761, |
|
"learning_rate": 1.7269913415547456e-06, |
|
"loss": 0.0031, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 4.61716044632551, |
|
"eval_loss": 0.04847216233611107, |
|
"eval_runtime": 204.0849, |
|
"eval_samples_per_second": 5.664, |
|
"eval_steps_per_second": 5.664, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 4.632550981146595, |
|
"grad_norm": 0.06841609627008438, |
|
"learning_rate": 1.589626244487069e-06, |
|
"loss": 0.004, |
|
"step": 3010 |
|
}, |
|
{ |
|
"epoch": 4.64794151596768, |
|
"grad_norm": 0.261078804731369, |
|
"learning_rate": 1.4578647624158726e-06, |
|
"loss": 0.0027, |
|
"step": 3020 |
|
}, |
|
{ |
|
"epoch": 4.663332050788765, |
|
"grad_norm": 0.3438866436481476, |
|
"learning_rate": 1.3317221470436293e-06, |
|
"loss": 0.0044, |
|
"step": 3030 |
|
}, |
|
{ |
|
"epoch": 4.67872258560985, |
|
"grad_norm": 0.1622624397277832, |
|
"learning_rate": 1.2112129996757315e-06, |
|
"loss": 0.0032, |
|
"step": 3040 |
|
}, |
|
{ |
|
"epoch": 4.694113120430935, |
|
"grad_norm": 0.008925117552280426, |
|
"learning_rate": 1.0963512695303546e-06, |
|
"loss": 0.0036, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 4.694113120430935, |
|
"eval_loss": 0.0487653985619545, |
|
"eval_runtime": 204.2189, |
|
"eval_samples_per_second": 5.661, |
|
"eval_steps_per_second": 5.661, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 4.7095036552520195, |
|
"grad_norm": 0.05633935704827309, |
|
"learning_rate": 9.871502521237975e-07, |
|
"loss": 0.0033, |
|
"step": 3060 |
|
}, |
|
{ |
|
"epoch": 4.724894190073105, |
|
"grad_norm": 0.6485021114349365, |
|
"learning_rate": 8.83622587731514e-07, |
|
"loss": 0.0053, |
|
"step": 3070 |
|
}, |
|
{ |
|
"epoch": 4.74028472489419, |
|
"grad_norm": 0.3753652274608612, |
|
"learning_rate": 7.857802599249564e-07, |
|
"loss": 0.0075, |
|
"step": 3080 |
|
}, |
|
{ |
|
"epoch": 4.755675259715275, |
|
"grad_norm": 0.26364409923553467, |
|
"learning_rate": 6.936345941844335e-07, |
|
"loss": 0.0031, |
|
"step": 3090 |
|
}, |
|
{ |
|
"epoch": 4.77106579453636, |
|
"grad_norm": 0.10415954887866974, |
|
"learning_rate": 6.071962565881939e-07, |
|
"loss": 0.0028, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 4.77106579453636, |
|
"eval_loss": 0.04879259690642357, |
|
"eval_runtime": 204.5165, |
|
"eval_samples_per_second": 5.652, |
|
"eval_steps_per_second": 5.652, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 4.786456329357446, |
|
"grad_norm": 0.05293230712413788, |
|
"learning_rate": 5.264752525777961e-07, |
|
"loss": 0.0077, |
|
"step": 3110 |
|
}, |
|
{ |
|
"epoch": 4.80184686417853, |
|
"grad_norm": 0.061115507036447525, |
|
"learning_rate": 4.5148092579991863e-07, |
|
"loss": 0.0029, |
|
"step": 3120 |
|
}, |
|
{ |
|
"epoch": 4.817237398999615, |
|
"grad_norm": 0.003671360434964299, |
|
"learning_rate": 3.822219570248531e-07, |
|
"loss": 0.0048, |
|
"step": 3130 |
|
}, |
|
{ |
|
"epoch": 4.8326279338207, |
|
"grad_norm": 0.03889927268028259, |
|
"learning_rate": 3.187063631416742e-07, |
|
"loss": 0.0019, |
|
"step": 3140 |
|
}, |
|
{ |
|
"epoch": 4.8480184686417855, |
|
"grad_norm": 0.04646418243646622, |
|
"learning_rate": 2.6094149623024365e-07, |
|
"loss": 0.0031, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 4.8480184686417855, |
|
"eval_loss": 0.048677533864974976, |
|
"eval_runtime": 203.9457, |
|
"eval_samples_per_second": 5.668, |
|
"eval_steps_per_second": 5.668, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 4.86340900346287, |
|
"grad_norm": 0.03158125653862953, |
|
"learning_rate": 2.0893404271022376e-07, |
|
"loss": 0.0028, |
|
"step": 3160 |
|
}, |
|
{ |
|
"epoch": 4.878799538283955, |
|
"grad_norm": 0.16477619111537933, |
|
"learning_rate": 1.626900225670691e-07, |
|
"loss": 0.0023, |
|
"step": 3170 |
|
}, |
|
{ |
|
"epoch": 4.89419007310504, |
|
"grad_norm": 0.049345288425683975, |
|
"learning_rate": 1.2221478865524493e-07, |
|
"loss": 0.002, |
|
"step": 3180 |
|
}, |
|
{ |
|
"epoch": 4.9095806079261255, |
|
"grad_norm": 0.01945136860013008, |
|
"learning_rate": 8.751302607857836e-08, |
|
"loss": 0.0043, |
|
"step": 3190 |
|
}, |
|
{ |
|
"epoch": 4.924971142747211, |
|
"grad_norm": 0.023310184478759766, |
|
"learning_rate": 5.8588751647975506e-08, |
|
"loss": 0.0035, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 4.924971142747211, |
|
"eval_loss": 0.04867711290717125, |
|
"eval_runtime": 204.1792, |
|
"eval_samples_per_second": 5.662, |
|
"eval_steps_per_second": 5.662, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 4.940361677568296, |
|
"grad_norm": 0.05658973753452301, |
|
"learning_rate": 3.544531341646007e-08, |
|
"loss": 0.0047, |
|
"step": 3210 |
|
}, |
|
{ |
|
"epoch": 4.95575221238938, |
|
"grad_norm": 0.04455265402793884, |
|
"learning_rate": 1.808539029161116e-08, |
|
"loss": 0.0016, |
|
"step": 3220 |
|
}, |
|
{ |
|
"epoch": 4.9711427472104655, |
|
"grad_norm": 0.05317055061459541, |
|
"learning_rate": 6.510991725500182e-09, |
|
"loss": 0.0053, |
|
"step": 3230 |
|
}, |
|
{ |
|
"epoch": 4.986533282031551, |
|
"grad_norm": 0.07499335706233978, |
|
"learning_rate": 7.234574820769169e-10, |
|
"loss": 0.0025, |
|
"step": 3240 |
|
}, |
|
{ |
|
"epoch": 4.994228549442093, |
|
"step": 3245, |
|
"total_flos": 8.169046237996646e+17, |
|
"train_loss": 0.03533345094547594, |
|
"train_runtime": 44857.0674, |
|
"train_samples_per_second": 1.159, |
|
"train_steps_per_second": 0.072 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 3245, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 50, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 8.169046237996646e+17, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|