lesso17's picture
Training in progress, step 500, checkpoint
92eedb5 verified
{
"best_metric": 1.0717943906784058,
"best_model_checkpoint": "miner_id_24/checkpoint-500",
"epoch": 0.34916201117318435,
"eval_steps": 50,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0006983240223463687,
"eval_loss": 1.370945930480957,
"eval_runtime": 51.907,
"eval_samples_per_second": 11.617,
"eval_steps_per_second": 2.909,
"step": 1
},
{
"epoch": 0.006983240223463687,
"grad_norm": 0.8086255788803101,
"learning_rate": 4.34e-05,
"loss": 1.074,
"step": 10
},
{
"epoch": 0.013966480446927373,
"grad_norm": 0.5126949548721313,
"learning_rate": 8.68e-05,
"loss": 0.9041,
"step": 20
},
{
"epoch": 0.02094972067039106,
"grad_norm": 0.6224434971809387,
"learning_rate": 0.0001302,
"loss": 0.9133,
"step": 30
},
{
"epoch": 0.027932960893854747,
"grad_norm": 0.596337616443634,
"learning_rate": 0.0001736,
"loss": 0.8771,
"step": 40
},
{
"epoch": 0.034916201117318434,
"grad_norm": 1.162047266960144,
"learning_rate": 0.000217,
"loss": 2.273,
"step": 50
},
{
"epoch": 0.034916201117318434,
"eval_loss": 1.2856680154800415,
"eval_runtime": 51.8319,
"eval_samples_per_second": 11.634,
"eval_steps_per_second": 2.913,
"step": 50
},
{
"epoch": 0.04189944134078212,
"grad_norm": 0.47395944595336914,
"learning_rate": 0.00021673569945319091,
"loss": 0.9326,
"step": 60
},
{
"epoch": 0.04888268156424581,
"grad_norm": 0.45159703493118286,
"learning_rate": 0.00021594408545846038,
"loss": 0.864,
"step": 70
},
{
"epoch": 0.055865921787709494,
"grad_norm": 0.48672589659690857,
"learning_rate": 0.0002146290146796179,
"loss": 0.9053,
"step": 80
},
{
"epoch": 0.06284916201117319,
"grad_norm": 0.6035557389259338,
"learning_rate": 0.0002127968940093076,
"loss": 0.9917,
"step": 90
},
{
"epoch": 0.06983240223463687,
"grad_norm": 1.352277398109436,
"learning_rate": 0.00021045664935527106,
"loss": 2.3177,
"step": 100
},
{
"epoch": 0.06983240223463687,
"eval_loss": 1.2862142324447632,
"eval_runtime": 51.6109,
"eval_samples_per_second": 11.684,
"eval_steps_per_second": 2.926,
"step": 100
},
{
"epoch": 0.07681564245810056,
"grad_norm": 0.5764887928962708,
"learning_rate": 0.00020761968215422217,
"loss": 0.9639,
"step": 110
},
{
"epoch": 0.08379888268156424,
"grad_norm": 0.45929816365242004,
"learning_rate": 0.00020429981382519356,
"loss": 0.9454,
"step": 120
},
{
"epoch": 0.09078212290502793,
"grad_norm": 0.5289813280105591,
"learning_rate": 0.00020051321843297219,
"loss": 0.8689,
"step": 130
},
{
"epoch": 0.09776536312849161,
"grad_norm": 0.5550933480262756,
"learning_rate": 0.0001962783438896818,
"loss": 0.8495,
"step": 140
},
{
"epoch": 0.10474860335195531,
"grad_norm": 1.3829443454742432,
"learning_rate": 0.0001916158220784091,
"loss": 2.1619,
"step": 150
},
{
"epoch": 0.10474860335195531,
"eval_loss": 1.2346261739730835,
"eval_runtime": 51.8194,
"eval_samples_per_second": 11.637,
"eval_steps_per_second": 2.914,
"step": 150
},
{
"epoch": 0.11173184357541899,
"grad_norm": 0.4873850345611572,
"learning_rate": 0.00018654836833674362,
"loss": 0.9312,
"step": 160
},
{
"epoch": 0.11871508379888268,
"grad_norm": 0.4591498076915741,
"learning_rate": 0.0001811006707899361,
"loss": 0.8553,
"step": 170
},
{
"epoch": 0.12569832402234637,
"grad_norm": 0.44848743081092834,
"learning_rate": 0.0001752992700728339,
"loss": 0.8601,
"step": 180
},
{
"epoch": 0.13268156424581007,
"grad_norm": 0.49805349111557007,
"learning_rate": 0.00016917243002657602,
"loss": 0.7799,
"step": 190
},
{
"epoch": 0.13966480446927373,
"grad_norm": 1.24271821975708,
"learning_rate": 0.00016275,
"loss": 1.9841,
"step": 200
},
{
"epoch": 0.13966480446927373,
"eval_loss": 1.2006936073303223,
"eval_runtime": 51.8223,
"eval_samples_per_second": 11.636,
"eval_steps_per_second": 2.914,
"step": 200
},
{
"epoch": 0.14664804469273743,
"grad_norm": 0.45036932826042175,
"learning_rate": 0.0001560632694266149,
"loss": 0.9129,
"step": 210
},
{
"epoch": 0.15363128491620112,
"grad_norm": 0.4322090446949005,
"learning_rate": 0.00014914481538562646,
"loss": 0.9577,
"step": 220
},
{
"epoch": 0.16061452513966482,
"grad_norm": 0.4544154703617096,
"learning_rate": 0.0001420283438896818,
"loss": 0.7483,
"step": 230
},
{
"epoch": 0.16759776536312848,
"grad_norm": 0.6254767179489136,
"learning_rate": 0.00013474852567256393,
"loss": 0.961,
"step": 240
},
{
"epoch": 0.17458100558659218,
"grad_norm": 1.0982528924942017,
"learning_rate": 0.00012734082727686196,
"loss": 2.2834,
"step": 250
},
{
"epoch": 0.17458100558659218,
"eval_loss": 1.151829481124878,
"eval_runtime": 51.8371,
"eval_samples_per_second": 11.633,
"eval_steps_per_second": 2.913,
"step": 250
},
{
"epoch": 0.18156424581005587,
"grad_norm": 0.49490973353385925,
"learning_rate": 0.0001198413382645404,
"loss": 0.9051,
"step": 260
},
{
"epoch": 0.18854748603351956,
"grad_norm": 0.419166624546051,
"learning_rate": 0.00011228659539222137,
"loss": 0.856,
"step": 270
},
{
"epoch": 0.19553072625698323,
"grad_norm": 0.44810253381729126,
"learning_rate": 0.00010471340460777866,
"loss": 0.772,
"step": 280
},
{
"epoch": 0.20251396648044692,
"grad_norm": 0.5431365370750427,
"learning_rate": 9.715866173545961e-05,
"loss": 0.8117,
"step": 290
},
{
"epoch": 0.20949720670391062,
"grad_norm": 1.623485803604126,
"learning_rate": 8.965917272313806e-05,
"loss": 1.9584,
"step": 300
},
{
"epoch": 0.20949720670391062,
"eval_loss": 1.1206214427947998,
"eval_runtime": 51.6387,
"eval_samples_per_second": 11.677,
"eval_steps_per_second": 2.924,
"step": 300
},
{
"epoch": 0.2164804469273743,
"grad_norm": 0.4230874478816986,
"learning_rate": 8.225147432743606e-05,
"loss": 0.9144,
"step": 310
},
{
"epoch": 0.22346368715083798,
"grad_norm": 0.41244614124298096,
"learning_rate": 7.497165611031821e-05,
"loss": 0.8197,
"step": 320
},
{
"epoch": 0.23044692737430167,
"grad_norm": 0.46321332454681396,
"learning_rate": 6.785518461437353e-05,
"loss": 0.8108,
"step": 330
},
{
"epoch": 0.23743016759776536,
"grad_norm": 0.4879332184791565,
"learning_rate": 6.093673057338509e-05,
"loss": 0.8025,
"step": 340
},
{
"epoch": 0.24441340782122906,
"grad_norm": 1.3698660135269165,
"learning_rate": 5.4250000000000024e-05,
"loss": 2.2907,
"step": 350
},
{
"epoch": 0.24441340782122906,
"eval_loss": 1.0982829332351685,
"eval_runtime": 51.8499,
"eval_samples_per_second": 11.63,
"eval_steps_per_second": 2.912,
"step": 350
},
{
"epoch": 0.25139664804469275,
"grad_norm": 0.40256136655807495,
"learning_rate": 4.782756997342398e-05,
"loss": 0.8455,
"step": 360
},
{
"epoch": 0.25837988826815644,
"grad_norm": 0.4019988775253296,
"learning_rate": 4.170072992716607e-05,
"loss": 0.8504,
"step": 370
},
{
"epoch": 0.26536312849162014,
"grad_norm": 0.46585512161254883,
"learning_rate": 3.5899329210063916e-05,
"loss": 0.7688,
"step": 380
},
{
"epoch": 0.2723463687150838,
"grad_norm": 0.49366164207458496,
"learning_rate": 3.045163166325637e-05,
"loss": 0.9192,
"step": 390
},
{
"epoch": 0.27932960893854747,
"grad_norm": 1.1542916297912598,
"learning_rate": 2.5384177921590895e-05,
"loss": 2.3411,
"step": 400
},
{
"epoch": 0.27932960893854747,
"eval_loss": 1.0796287059783936,
"eval_runtime": 51.6139,
"eval_samples_per_second": 11.683,
"eval_steps_per_second": 2.926,
"step": 400
},
{
"epoch": 0.28631284916201116,
"grad_norm": 0.40678611397743225,
"learning_rate": 2.0721656110318213e-05,
"loss": 0.8682,
"step": 410
},
{
"epoch": 0.29329608938547486,
"grad_norm": 0.38841360807418823,
"learning_rate": 1.6486781567027783e-05,
"loss": 0.797,
"step": 420
},
{
"epoch": 0.30027932960893855,
"grad_norm": 0.4177733361721039,
"learning_rate": 1.2700186174806422e-05,
"loss": 0.7461,
"step": 430
},
{
"epoch": 0.30726256983240224,
"grad_norm": 0.5100810527801514,
"learning_rate": 9.380317845777794e-06,
"loss": 0.8731,
"step": 440
},
{
"epoch": 0.31424581005586594,
"grad_norm": 1.1657980680465698,
"learning_rate": 6.543350644728947e-06,
"loss": 2.3673,
"step": 450
},
{
"epoch": 0.31424581005586594,
"eval_loss": 1.072546362876892,
"eval_runtime": 51.6984,
"eval_samples_per_second": 11.664,
"eval_steps_per_second": 2.921,
"step": 450
},
{
"epoch": 0.32122905027932963,
"grad_norm": 0.3935563862323761,
"learning_rate": 4.2031059906924e-06,
"loss": 0.8383,
"step": 460
},
{
"epoch": 0.32821229050279327,
"grad_norm": 0.3855022192001343,
"learning_rate": 2.3709853203820825e-06,
"loss": 0.7788,
"step": 470
},
{
"epoch": 0.33519553072625696,
"grad_norm": 0.4132440984249115,
"learning_rate": 1.0559145415396157e-06,
"loss": 0.7524,
"step": 480
},
{
"epoch": 0.34217877094972066,
"grad_norm": 0.4790831208229065,
"learning_rate": 2.643005468090745e-07,
"loss": 0.8183,
"step": 490
},
{
"epoch": 0.34916201117318435,
"grad_norm": 1.258919596672058,
"learning_rate": 0.0,
"loss": 2.1397,
"step": 500
},
{
"epoch": 0.34916201117318435,
"eval_loss": 1.0717943906784058,
"eval_runtime": 52.0261,
"eval_samples_per_second": 11.59,
"eval_steps_per_second": 2.902,
"step": 500
}
],
"logging_steps": 10,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.408558478917632e+17,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}