jssky's picture
Training in progress, step 50, checkpoint
7ed070e verified
{
"best_metric": 10.90896224975586,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 1.2734499205087442,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.025437201907790145,
"grad_norm": 17.424699783325195,
"learning_rate": 5e-05,
"loss": 177.3172,
"step": 1
},
{
"epoch": 0.025437201907790145,
"eval_loss": 11.081862449645996,
"eval_runtime": 0.7927,
"eval_samples_per_second": 334.307,
"eval_steps_per_second": 42.892,
"step": 1
},
{
"epoch": 0.05087440381558029,
"grad_norm": 18.484657287597656,
"learning_rate": 0.0001,
"loss": 177.3859,
"step": 2
},
{
"epoch": 0.07631160572337042,
"grad_norm": 19.929227828979492,
"learning_rate": 9.989294616193017e-05,
"loss": 177.2063,
"step": 3
},
{
"epoch": 0.10174880763116058,
"grad_norm": 18.820032119750977,
"learning_rate": 9.957224306869053e-05,
"loss": 177.2563,
"step": 4
},
{
"epoch": 0.1271860095389507,
"grad_norm": 18.274093627929688,
"learning_rate": 9.903926402016153e-05,
"loss": 176.9297,
"step": 5
},
{
"epoch": 0.15262321144674085,
"grad_norm": 19.563762664794922,
"learning_rate": 9.829629131445342e-05,
"loss": 176.8359,
"step": 6
},
{
"epoch": 0.178060413354531,
"grad_norm": 17.0075626373291,
"learning_rate": 9.73465064747553e-05,
"loss": 176.6438,
"step": 7
},
{
"epoch": 0.20349761526232116,
"grad_norm": 17.95867347717285,
"learning_rate": 9.619397662556435e-05,
"loss": 176.5922,
"step": 8
},
{
"epoch": 0.2289348171701113,
"grad_norm": 17.614946365356445,
"learning_rate": 9.484363707663442e-05,
"loss": 176.4031,
"step": 9
},
{
"epoch": 0.2543720190779014,
"grad_norm": 17.622127532958984,
"learning_rate": 9.330127018922194e-05,
"loss": 176.3594,
"step": 10
},
{
"epoch": 0.27980922098569155,
"grad_norm": 16.21497344970703,
"learning_rate": 9.157348061512727e-05,
"loss": 176.3015,
"step": 11
},
{
"epoch": 0.3052464228934817,
"grad_norm": 16.24370765686035,
"learning_rate": 8.966766701456177e-05,
"loss": 176.1437,
"step": 12
},
{
"epoch": 0.33068362480127184,
"grad_norm": 15.409339904785156,
"learning_rate": 8.759199037394887e-05,
"loss": 176.05,
"step": 13
},
{
"epoch": 0.356120826709062,
"grad_norm": 15.61033821105957,
"learning_rate": 8.535533905932738e-05,
"loss": 175.9594,
"step": 14
},
{
"epoch": 0.3815580286168522,
"grad_norm": 15.05919075012207,
"learning_rate": 8.296729075500344e-05,
"loss": 175.7938,
"step": 15
},
{
"epoch": 0.4069952305246423,
"grad_norm": 15.350239753723145,
"learning_rate": 8.043807145043604e-05,
"loss": 175.6891,
"step": 16
},
{
"epoch": 0.43243243243243246,
"grad_norm": 13.883095741271973,
"learning_rate": 7.777851165098012e-05,
"loss": 175.6719,
"step": 17
},
{
"epoch": 0.4578696343402226,
"grad_norm": 14.999556541442871,
"learning_rate": 7.500000000000001e-05,
"loss": 175.5359,
"step": 18
},
{
"epoch": 0.48330683624801274,
"grad_norm": 13.84604549407959,
"learning_rate": 7.211443451095007e-05,
"loss": 175.5188,
"step": 19
},
{
"epoch": 0.5087440381558028,
"grad_norm": 13.595047950744629,
"learning_rate": 6.91341716182545e-05,
"loss": 175.3969,
"step": 20
},
{
"epoch": 0.534181240063593,
"grad_norm": 14.166274070739746,
"learning_rate": 6.607197326515808e-05,
"loss": 175.1922,
"step": 21
},
{
"epoch": 0.5596184419713831,
"grad_norm": 13.406230926513672,
"learning_rate": 6.294095225512603e-05,
"loss": 175.2406,
"step": 22
},
{
"epoch": 0.5850556438791733,
"grad_norm": 14.314190864562988,
"learning_rate": 5.9754516100806423e-05,
"loss": 175.0266,
"step": 23
},
{
"epoch": 0.6104928457869634,
"grad_norm": 12.607808113098145,
"learning_rate": 5.6526309611002594e-05,
"loss": 175.2156,
"step": 24
},
{
"epoch": 0.6359300476947536,
"grad_norm": 13.26458740234375,
"learning_rate": 5.327015646150716e-05,
"loss": 174.8984,
"step": 25
},
{
"epoch": 0.6359300476947536,
"eval_loss": 10.940447807312012,
"eval_runtime": 0.7733,
"eval_samples_per_second": 342.688,
"eval_steps_per_second": 43.968,
"step": 25
},
{
"epoch": 0.6613672496025437,
"grad_norm": 13.278068542480469,
"learning_rate": 5e-05,
"loss": 175.0375,
"step": 26
},
{
"epoch": 0.6868044515103339,
"grad_norm": 12.864252090454102,
"learning_rate": 4.6729843538492847e-05,
"loss": 174.925,
"step": 27
},
{
"epoch": 0.712241653418124,
"grad_norm": 13.144230842590332,
"learning_rate": 4.347369038899744e-05,
"loss": 174.7344,
"step": 28
},
{
"epoch": 0.7376788553259142,
"grad_norm": 13.34295654296875,
"learning_rate": 4.0245483899193595e-05,
"loss": 174.6859,
"step": 29
},
{
"epoch": 0.7631160572337043,
"grad_norm": 12.916960716247559,
"learning_rate": 3.705904774487396e-05,
"loss": 174.8438,
"step": 30
},
{
"epoch": 0.7885532591414944,
"grad_norm": 13.577077865600586,
"learning_rate": 3.392802673484193e-05,
"loss": 174.6344,
"step": 31
},
{
"epoch": 0.8139904610492846,
"grad_norm": 12.431527137756348,
"learning_rate": 3.086582838174551e-05,
"loss": 174.5969,
"step": 32
},
{
"epoch": 0.8394276629570747,
"grad_norm": 12.354952812194824,
"learning_rate": 2.7885565489049946e-05,
"loss": 174.7516,
"step": 33
},
{
"epoch": 0.8648648648648649,
"grad_norm": 12.568489074707031,
"learning_rate": 2.500000000000001e-05,
"loss": 174.8016,
"step": 34
},
{
"epoch": 0.890302066772655,
"grad_norm": 12.316400527954102,
"learning_rate": 2.2221488349019903e-05,
"loss": 174.7937,
"step": 35
},
{
"epoch": 0.9157392686804452,
"grad_norm": 13.003135681152344,
"learning_rate": 1.9561928549563968e-05,
"loss": 174.4141,
"step": 36
},
{
"epoch": 0.9411764705882353,
"grad_norm": 13.115909576416016,
"learning_rate": 1.703270924499656e-05,
"loss": 174.275,
"step": 37
},
{
"epoch": 0.9666136724960255,
"grad_norm": 12.456389427185059,
"learning_rate": 1.4644660940672627e-05,
"loss": 174.6125,
"step": 38
},
{
"epoch": 0.9920508744038156,
"grad_norm": 12.58653736114502,
"learning_rate": 1.2408009626051137e-05,
"loss": 174.5969,
"step": 39
},
{
"epoch": 1.0190779014308426,
"grad_norm": 12.444266319274902,
"learning_rate": 1.0332332985438248e-05,
"loss": 174.6016,
"step": 40
},
{
"epoch": 1.0445151033386328,
"grad_norm": 12.287275314331055,
"learning_rate": 8.426519384872733e-06,
"loss": 174.7563,
"step": 41
},
{
"epoch": 1.0699523052464228,
"grad_norm": 12.920654296875,
"learning_rate": 6.698729810778065e-06,
"loss": 174.4234,
"step": 42
},
{
"epoch": 1.095389507154213,
"grad_norm": 12.601585388183594,
"learning_rate": 5.156362923365588e-06,
"loss": 174.4937,
"step": 43
},
{
"epoch": 1.1208267090620032,
"grad_norm": 12.357393264770508,
"learning_rate": 3.8060233744356633e-06,
"loss": 174.6625,
"step": 44
},
{
"epoch": 1.1462639109697934,
"grad_norm": 12.532998085021973,
"learning_rate": 2.653493525244721e-06,
"loss": 174.5516,
"step": 45
},
{
"epoch": 1.1717011128775834,
"grad_norm": 12.560898780822754,
"learning_rate": 1.70370868554659e-06,
"loss": 174.425,
"step": 46
},
{
"epoch": 1.1971383147853736,
"grad_norm": 12.610762596130371,
"learning_rate": 9.607359798384785e-07,
"loss": 174.3813,
"step": 47
},
{
"epoch": 1.2225755166931638,
"grad_norm": 12.676226615905762,
"learning_rate": 4.277569313094809e-07,
"loss": 174.6047,
"step": 48
},
{
"epoch": 1.248012718600954,
"grad_norm": 13.310853958129883,
"learning_rate": 1.0705383806982606e-07,
"loss": 174.2234,
"step": 49
},
{
"epoch": 1.2734499205087442,
"grad_norm": 12.485175132751465,
"learning_rate": 0.0,
"loss": 174.6688,
"step": 50
},
{
"epoch": 1.2734499205087442,
"eval_loss": 10.90896224975586,
"eval_runtime": 0.7939,
"eval_samples_per_second": 333.783,
"eval_steps_per_second": 42.825,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"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": 4202692608000.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}