lesso15's picture
Training in progress, step 500, checkpoint
dad70fc verified
{
"best_metric": 2.7872583866119385,
"best_model_checkpoint": "miner_id_24/checkpoint-450",
"epoch": 0.4317789291882556,
"eval_steps": 50,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0008635578583765112,
"eval_loss": 4.047359466552734,
"eval_runtime": 6.7214,
"eval_samples_per_second": 72.604,
"eval_steps_per_second": 18.151,
"step": 1
},
{
"epoch": 0.008635578583765112,
"grad_norm": 71.40580749511719,
"learning_rate": 4.3e-05,
"loss": 7.2404,
"step": 10
},
{
"epoch": 0.017271157167530225,
"grad_norm": 61.08443832397461,
"learning_rate": 8.6e-05,
"loss": 7.6144,
"step": 20
},
{
"epoch": 0.025906735751295335,
"grad_norm": 68.64509582519531,
"learning_rate": 0.000129,
"loss": 7.7104,
"step": 30
},
{
"epoch": 0.03454231433506045,
"grad_norm": 51.64717102050781,
"learning_rate": 0.000172,
"loss": 7.3387,
"step": 40
},
{
"epoch": 0.04317789291882556,
"grad_norm": 60.46714782714844,
"learning_rate": 0.000215,
"loss": 6.4608,
"step": 50
},
{
"epoch": 0.04317789291882556,
"eval_loss": 3.1346349716186523,
"eval_runtime": 6.6605,
"eval_samples_per_second": 73.268,
"eval_steps_per_second": 18.317,
"step": 50
},
{
"epoch": 0.05181347150259067,
"grad_norm": 73.30271911621094,
"learning_rate": 0.0002147381354029311,
"loss": 6.3668,
"step": 60
},
{
"epoch": 0.06044905008635579,
"grad_norm": 62.13903045654297,
"learning_rate": 0.0002139538173897188,
"loss": 6.2347,
"step": 70
},
{
"epoch": 0.0690846286701209,
"grad_norm": 66.6341323852539,
"learning_rate": 0.0002126508670788841,
"loss": 5.7629,
"step": 80
},
{
"epoch": 0.07772020725388601,
"grad_norm": 149.75143432617188,
"learning_rate": 0.00021083563231336926,
"loss": 6.0598,
"step": 90
},
{
"epoch": 0.08635578583765112,
"grad_norm": 133.63043212890625,
"learning_rate": 0.00020851695673448515,
"loss": 6.6264,
"step": 100
},
{
"epoch": 0.08635578583765112,
"eval_loss": 3.3024439811706543,
"eval_runtime": 6.8401,
"eval_samples_per_second": 71.344,
"eval_steps_per_second": 17.836,
"step": 100
},
{
"epoch": 0.09499136442141623,
"grad_norm": 265.6074523925781,
"learning_rate": 0.00020570613669657956,
"loss": 6.845,
"step": 110
},
{
"epoch": 0.10362694300518134,
"grad_norm": 188.36181640625,
"learning_rate": 0.00020241686623233464,
"loss": 7.5856,
"step": 120
},
{
"epoch": 0.11226252158894647,
"grad_norm": 72.51764678955078,
"learning_rate": 0.00019866517033681577,
"loss": 6.734,
"step": 130
},
{
"epoch": 0.12089810017271158,
"grad_norm": 188.24923706054688,
"learning_rate": 0.00019446932689530684,
"loss": 6.4476,
"step": 140
},
{
"epoch": 0.12953367875647667,
"grad_norm": 139.26271057128906,
"learning_rate": 0.0001898497776352901,
"loss": 6.255,
"step": 150
},
{
"epoch": 0.12953367875647667,
"eval_loss": 3.182236909866333,
"eval_runtime": 6.7075,
"eval_samples_per_second": 72.754,
"eval_steps_per_second": 18.189,
"step": 150
},
{
"epoch": 0.1381692573402418,
"grad_norm": 203.13534545898438,
"learning_rate": 0.000184829028536405,
"loss": 6.0828,
"step": 160
},
{
"epoch": 0.14680483592400692,
"grad_norm": 112.05760955810547,
"learning_rate": 0.00017943154018357726,
"loss": 6.1603,
"step": 170
},
{
"epoch": 0.15544041450777202,
"grad_norm": 72.94593048095703,
"learning_rate": 0.00017368360859750824,
"loss": 6.1336,
"step": 180
},
{
"epoch": 0.16407599309153714,
"grad_norm": 101.9844970703125,
"learning_rate": 0.00016761323712310527,
"loss": 6.1751,
"step": 190
},
{
"epoch": 0.17271157167530224,
"grad_norm": 106.93225860595703,
"learning_rate": 0.00016125,
"loss": 6.8375,
"step": 200
},
{
"epoch": 0.17271157167530224,
"eval_loss": 3.004676342010498,
"eval_runtime": 6.7213,
"eval_samples_per_second": 72.605,
"eval_steps_per_second": 18.151,
"step": 200
},
{
"epoch": 0.18134715025906736,
"grad_norm": 68.26008605957031,
"learning_rate": 0.0001546248982798258,
"loss": 5.7141,
"step": 210
},
{
"epoch": 0.18998272884283246,
"grad_norm": 127.45634460449219,
"learning_rate": 0.00014777020879221055,
"loss": 5.7091,
"step": 220
},
{
"epoch": 0.19861830742659758,
"grad_norm": 119.57172393798828,
"learning_rate": 0.00014071932689530684,
"loss": 6.3644,
"step": 230
},
{
"epoch": 0.20725388601036268,
"grad_norm": 101.10028839111328,
"learning_rate": 0.00013350660377696428,
"loss": 6.5899,
"step": 240
},
{
"epoch": 0.2158894645941278,
"grad_norm": 69.55671691894531,
"learning_rate": 0.00012616717909919503,
"loss": 6.1797,
"step": 250
},
{
"epoch": 0.2158894645941278,
"eval_loss": 2.9973599910736084,
"eval_runtime": 7.7072,
"eval_samples_per_second": 63.318,
"eval_steps_per_second": 15.829,
"step": 250
},
{
"epoch": 0.22452504317789293,
"grad_norm": 81.67117309570312,
"learning_rate": 0.00011873680980127275,
"loss": 5.8035,
"step": 260
},
{
"epoch": 0.23316062176165803,
"grad_norm": 60.442134857177734,
"learning_rate": 0.00011125169589551887,
"loss": 5.969,
"step": 270
},
{
"epoch": 0.24179620034542315,
"grad_norm": 94.2229232788086,
"learning_rate": 0.00010374830410448118,
"loss": 5.6845,
"step": 280
},
{
"epoch": 0.2504317789291883,
"grad_norm": 301.8155822753906,
"learning_rate": 9.626319019872726e-05,
"loss": 5.8336,
"step": 290
},
{
"epoch": 0.25906735751295334,
"grad_norm": 53.06270217895508,
"learning_rate": 8.883282090080499e-05,
"loss": 6.1913,
"step": 300
},
{
"epoch": 0.25906735751295334,
"eval_loss": 2.8754076957702637,
"eval_runtime": 7.8782,
"eval_samples_per_second": 61.943,
"eval_steps_per_second": 15.486,
"step": 300
},
{
"epoch": 0.26770293609671847,
"grad_norm": 85.92414093017578,
"learning_rate": 8.149339622303573e-05,
"loss": 5.7197,
"step": 310
},
{
"epoch": 0.2763385146804836,
"grad_norm": 98.81600189208984,
"learning_rate": 7.428067310469316e-05,
"loss": 5.9757,
"step": 320
},
{
"epoch": 0.2849740932642487,
"grad_norm": 83.21562194824219,
"learning_rate": 6.722979120778945e-05,
"loss": 5.7417,
"step": 330
},
{
"epoch": 0.29360967184801384,
"grad_norm": 113.16553497314453,
"learning_rate": 6.0375101720174165e-05,
"loss": 5.7729,
"step": 340
},
{
"epoch": 0.3022452504317789,
"grad_norm": 65.47755432128906,
"learning_rate": 5.3750000000000026e-05,
"loss": 5.8536,
"step": 350
},
{
"epoch": 0.3022452504317789,
"eval_loss": 2.931809902191162,
"eval_runtime": 6.7527,
"eval_samples_per_second": 72.268,
"eval_steps_per_second": 18.067,
"step": 350
},
{
"epoch": 0.31088082901554404,
"grad_norm": 62.19725799560547,
"learning_rate": 4.738676287689473e-05,
"loss": 5.8092,
"step": 360
},
{
"epoch": 0.31951640759930916,
"grad_norm": 71.66590881347656,
"learning_rate": 4.131639140249173e-05,
"loss": 5.8552,
"step": 370
},
{
"epoch": 0.3281519861830743,
"grad_norm": 76.8243408203125,
"learning_rate": 3.5568459816422774e-05,
"loss": 5.9306,
"step": 380
},
{
"epoch": 0.33678756476683935,
"grad_norm": 78.27678680419922,
"learning_rate": 3.017097146359502e-05,
"loss": 6.0458,
"step": 390
},
{
"epoch": 0.3454231433506045,
"grad_norm": 51.60271072387695,
"learning_rate": 2.5150222364709875e-05,
"loss": 6.0825,
"step": 400
},
{
"epoch": 0.3454231433506045,
"eval_loss": 2.8580236434936523,
"eval_runtime": 6.8437,
"eval_samples_per_second": 71.307,
"eval_steps_per_second": 17.827,
"step": 400
},
{
"epoch": 0.3540587219343696,
"grad_norm": 175.19671630859375,
"learning_rate": 2.053067310469316e-05,
"loss": 5.6827,
"step": 410
},
{
"epoch": 0.3626943005181347,
"grad_norm": 77.0377197265625,
"learning_rate": 1.633482966318421e-05,
"loss": 5.8634,
"step": 420
},
{
"epoch": 0.37132987910189985,
"grad_norm": 80.0809555053711,
"learning_rate": 1.2583133767665349e-05,
"loss": 5.5702,
"step": 430
},
{
"epoch": 0.3799654576856649,
"grad_norm": 80.28479766845703,
"learning_rate": 9.293863303420395e-06,
"loss": 5.7111,
"step": 440
},
{
"epoch": 0.38860103626943004,
"grad_norm": 83.0961685180664,
"learning_rate": 6.483043265514856e-06,
"loss": 6.3589,
"step": 450
},
{
"epoch": 0.38860103626943004,
"eval_loss": 2.7872583866119385,
"eval_runtime": 6.7184,
"eval_samples_per_second": 72.636,
"eval_steps_per_second": 18.159,
"step": 450
},
{
"epoch": 0.39723661485319517,
"grad_norm": 76.11356353759766,
"learning_rate": 4.164367686630719e-06,
"loss": 5.5934,
"step": 460
},
{
"epoch": 0.4058721934369603,
"grad_norm": 125.73208618164062,
"learning_rate": 2.3491329211158885e-06,
"loss": 5.7158,
"step": 470
},
{
"epoch": 0.41450777202072536,
"grad_norm": 44.78662872314453,
"learning_rate": 1.046182610281186e-06,
"loss": 5.8467,
"step": 480
},
{
"epoch": 0.4231433506044905,
"grad_norm": 100.00250244140625,
"learning_rate": 2.6186459706889876e-07,
"loss": 5.2767,
"step": 490
},
{
"epoch": 0.4317789291882556,
"grad_norm": 38.51133728027344,
"learning_rate": 0.0,
"loss": 5.9893,
"step": 500
},
{
"epoch": 0.4317789291882556,
"eval_loss": 2.801614284515381,
"eval_runtime": 6.8376,
"eval_samples_per_second": 71.37,
"eval_steps_per_second": 17.842,
"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": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 4425082994688000.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}