|
{ |
|
"best_metric": 0.02747241035103798, |
|
"best_model_checkpoint": "./results/answerdotai/ModernBERT-large/trial-0/checkpoint-3011", |
|
"epoch": 1.0, |
|
"eval_steps": 500, |
|
"global_step": 3011, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.016605778811026237, |
|
"grad_norm": 8.580768585205078, |
|
"learning_rate": 5.396357633246935e-06, |
|
"loss": 0.4089, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.033211557622052475, |
|
"grad_norm": 4.984262466430664, |
|
"learning_rate": 5.385132993856705e-06, |
|
"loss": 0.1911, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.04981733643307871, |
|
"grad_norm": 145.00692749023438, |
|
"learning_rate": 5.373908354466475e-06, |
|
"loss": 0.1545, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.06642311524410495, |
|
"grad_norm": 2.051618814468384, |
|
"learning_rate": 5.3626837150762455e-06, |
|
"loss": 0.0941, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.08302889405513118, |
|
"grad_norm": 0.19901786744594574, |
|
"learning_rate": 5.351459075686016e-06, |
|
"loss": 0.0327, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.09963467286615742, |
|
"grad_norm": 0.003997017629444599, |
|
"learning_rate": 5.340234436295786e-06, |
|
"loss": 0.0585, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.11624045167718366, |
|
"grad_norm": 0.016547370702028275, |
|
"learning_rate": 5.329009796905555e-06, |
|
"loss": 0.0461, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.1328462304882099, |
|
"grad_norm": 5.060605049133301, |
|
"learning_rate": 5.317785157515326e-06, |
|
"loss": 0.0634, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.14945200929923613, |
|
"grad_norm": 0.013804232701659203, |
|
"learning_rate": 5.306560518125096e-06, |
|
"loss": 0.0538, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.16605778811026237, |
|
"grad_norm": 0.056022025644779205, |
|
"learning_rate": 5.295335878734865e-06, |
|
"loss": 0.0283, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.1826635669212886, |
|
"grad_norm": 0.0030180325265973806, |
|
"learning_rate": 5.284111239344636e-06, |
|
"loss": 0.0278, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.19926934573231483, |
|
"grad_norm": 0.14190103113651276, |
|
"learning_rate": 5.272886599954406e-06, |
|
"loss": 0.0486, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.2158751245433411, |
|
"grad_norm": 23.922273635864258, |
|
"learning_rate": 5.261661960564176e-06, |
|
"loss": 0.0757, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 0.23248090335436733, |
|
"grad_norm": 0.017755718901753426, |
|
"learning_rate": 5.250437321173947e-06, |
|
"loss": 0.0503, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 0.24908668216539356, |
|
"grad_norm": 0.1306287795305252, |
|
"learning_rate": 5.239212681783716e-06, |
|
"loss": 0.0369, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 0.2656924609764198, |
|
"grad_norm": 0.0014153249794617295, |
|
"learning_rate": 5.227988042393486e-06, |
|
"loss": 0.0284, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 0.282298239787446, |
|
"grad_norm": 13.222740173339844, |
|
"learning_rate": 5.216763403003257e-06, |
|
"loss": 0.0685, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 0.29890401859847227, |
|
"grad_norm": 0.01663159392774105, |
|
"learning_rate": 5.205538763613026e-06, |
|
"loss": 0.0377, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 0.3155097974094985, |
|
"grad_norm": 9.587738037109375, |
|
"learning_rate": 5.194314124222796e-06, |
|
"loss": 0.0284, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 0.33211557622052473, |
|
"grad_norm": 0.0031755813397467136, |
|
"learning_rate": 5.183089484832566e-06, |
|
"loss": 0.0287, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.348721355031551, |
|
"grad_norm": 0.002594751538708806, |
|
"learning_rate": 5.1718648454423365e-06, |
|
"loss": 0.0239, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 0.3653271338425772, |
|
"grad_norm": 0.0008383135427720845, |
|
"learning_rate": 5.160640206052107e-06, |
|
"loss": 0.0163, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 0.38193291265360346, |
|
"grad_norm": 0.0018693436868488789, |
|
"learning_rate": 5.149415566661877e-06, |
|
"loss": 0.0173, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 0.39853869146462967, |
|
"grad_norm": 3.5105800634482875e-05, |
|
"learning_rate": 5.138190927271647e-06, |
|
"loss": 0.0144, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 0.41514447027565593, |
|
"grad_norm": 0.04262986406683922, |
|
"learning_rate": 5.126966287881418e-06, |
|
"loss": 0.0225, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 0.4317502490866822, |
|
"grad_norm": 0.257622092962265, |
|
"learning_rate": 5.115741648491187e-06, |
|
"loss": 0.0458, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 0.4483560278977084, |
|
"grad_norm": 0.057092875242233276, |
|
"learning_rate": 5.104517009100957e-06, |
|
"loss": 0.015, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 0.46496180670873466, |
|
"grad_norm": 0.009775767102837563, |
|
"learning_rate": 5.093292369710727e-06, |
|
"loss": 0.0002, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 0.48156758551976087, |
|
"grad_norm": 0.16755907237529755, |
|
"learning_rate": 5.082067730320497e-06, |
|
"loss": 0.0119, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 0.4981733643307871, |
|
"grad_norm": 0.0004505734541453421, |
|
"learning_rate": 5.0708430909302675e-06, |
|
"loss": 0.0107, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.5147791431418134, |
|
"grad_norm": 0.00015653851733077317, |
|
"learning_rate": 5.059618451540038e-06, |
|
"loss": 0.0002, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 0.5313849219528396, |
|
"grad_norm": 0.1482504904270172, |
|
"learning_rate": 5.048393812149808e-06, |
|
"loss": 0.0221, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 0.5479907007638658, |
|
"grad_norm": 0.00016298597620334476, |
|
"learning_rate": 5.037169172759578e-06, |
|
"loss": 0.0281, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 0.564596479574892, |
|
"grad_norm": 0.0018974934937432408, |
|
"learning_rate": 5.025944533369348e-06, |
|
"loss": 0.0152, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 0.5812022583859183, |
|
"grad_norm": 0.020836347714066505, |
|
"learning_rate": 5.014719893979118e-06, |
|
"loss": 0.0298, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 0.5978080371969445, |
|
"grad_norm": 0.0017976267263293266, |
|
"learning_rate": 5.003495254588888e-06, |
|
"loss": 0.0163, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 0.6144138160079707, |
|
"grad_norm": 0.007485950365662575, |
|
"learning_rate": 4.992270615198658e-06, |
|
"loss": 0.0196, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 0.631019594818997, |
|
"grad_norm": 0.00043688452569767833, |
|
"learning_rate": 4.981045975808428e-06, |
|
"loss": 0.0118, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 0.6476253736300233, |
|
"grad_norm": 0.0006113427225500345, |
|
"learning_rate": 4.9698213364181985e-06, |
|
"loss": 0.0084, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 0.6642311524410495, |
|
"grad_norm": 0.001146040391176939, |
|
"learning_rate": 4.958596697027969e-06, |
|
"loss": 0.0001, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.6808369312520757, |
|
"grad_norm": 0.022079484537243843, |
|
"learning_rate": 4.947372057637739e-06, |
|
"loss": 0.0135, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 0.697442710063102, |
|
"grad_norm": 0.000534936785697937, |
|
"learning_rate": 4.936147418247508e-06, |
|
"loss": 0.0013, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 0.7140484888741282, |
|
"grad_norm": 0.19137096405029297, |
|
"learning_rate": 4.924922778857279e-06, |
|
"loss": 0.0242, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 0.7306542676851544, |
|
"grad_norm": 2.9649052521563135e-05, |
|
"learning_rate": 4.913698139467049e-06, |
|
"loss": 0.0048, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 0.7472600464961807, |
|
"grad_norm": 0.0003890593070536852, |
|
"learning_rate": 4.902473500076818e-06, |
|
"loss": 0.0055, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 0.7638658253072069, |
|
"grad_norm": 7.795329293003306e-05, |
|
"learning_rate": 4.891248860686589e-06, |
|
"loss": 0.0062, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 0.7804716041182331, |
|
"grad_norm": 3.511108661768958e-05, |
|
"learning_rate": 4.8800242212963586e-06, |
|
"loss": 0.0032, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 0.7970773829292593, |
|
"grad_norm": 0.0023988874163478613, |
|
"learning_rate": 4.868799581906129e-06, |
|
"loss": 0.0256, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 0.8136831617402857, |
|
"grad_norm": 2.8709350772260223e-06, |
|
"learning_rate": 4.8575749425159e-06, |
|
"loss": 0.0, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 0.8302889405513119, |
|
"grad_norm": 6.131248665042222e-05, |
|
"learning_rate": 4.846350303125669e-06, |
|
"loss": 0.0002, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.8468947193623381, |
|
"grad_norm": 0.4060337245464325, |
|
"learning_rate": 4.835125663735439e-06, |
|
"loss": 0.0113, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 0.8635004981733644, |
|
"grad_norm": 0.14530286192893982, |
|
"learning_rate": 4.823901024345209e-06, |
|
"loss": 0.0177, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 0.8801062769843906, |
|
"grad_norm": 0.00015053209790494293, |
|
"learning_rate": 4.812676384954979e-06, |
|
"loss": 0.0083, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 0.8967120557954168, |
|
"grad_norm": 2.9383112632785924e-05, |
|
"learning_rate": 4.801451745564749e-06, |
|
"loss": 0.0, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 0.913317834606443, |
|
"grad_norm": 0.0002987831539940089, |
|
"learning_rate": 4.7902271061745195e-06, |
|
"loss": 0.0013, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 0.9299236134174693, |
|
"grad_norm": 9.85327574198891e-07, |
|
"learning_rate": 4.7790024667842896e-06, |
|
"loss": 0.0009, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 0.9465293922284955, |
|
"grad_norm": 0.0004204445576760918, |
|
"learning_rate": 4.76777782739406e-06, |
|
"loss": 0.0, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 0.9631351710395217, |
|
"grad_norm": 0.02836577780544758, |
|
"learning_rate": 4.75655318800383e-06, |
|
"loss": 0.0017, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 0.9797409498505479, |
|
"grad_norm": 12.173595428466797, |
|
"learning_rate": 4.7453285486136e-06, |
|
"loss": 0.0284, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 0.9963467286615743, |
|
"grad_norm": 0.0006245356635190547, |
|
"learning_rate": 4.73410390922337e-06, |
|
"loss": 0.0003, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9964217557251909, |
|
"eval_f1": 0.9964322542520268, |
|
"eval_loss": 0.02747241035103798, |
|
"eval_precision": 0.9964456382767726, |
|
"eval_recall": 0.9964217557251909, |
|
"eval_runtime": 70.9146, |
|
"eval_samples_per_second": 118.227, |
|
"eval_steps_per_second": 7.389, |
|
"step": 3011 |
|
} |
|
], |
|
"logging_steps": 50, |
|
"max_steps": 24088, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 8, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 5.094247305025536e+16, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|