|
{
|
|
"best_metric": 0.0667242482304573,
|
|
"best_model_checkpoint": "./beans_outputs/checkpoint-520",
|
|
"epoch": 5.0,
|
|
"eval_steps": 500,
|
|
"global_step": 650,
|
|
"is_hyper_param_search": false,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"epoch": 0.07692307692307693,
|
|
"grad_norm": 2.219895124435425,
|
|
"learning_rate": 1.9692307692307696e-05,
|
|
"loss": 1.0246,
|
|
"step": 10
|
|
},
|
|
{
|
|
"epoch": 0.15384615384615385,
|
|
"grad_norm": 1.8536828756332397,
|
|
"learning_rate": 1.9384615384615386e-05,
|
|
"loss": 0.9458,
|
|
"step": 20
|
|
},
|
|
{
|
|
"epoch": 0.23076923076923078,
|
|
"grad_norm": 2.008911609649658,
|
|
"learning_rate": 1.907692307692308e-05,
|
|
"loss": 0.843,
|
|
"step": 30
|
|
},
|
|
{
|
|
"epoch": 0.3076923076923077,
|
|
"grad_norm": 2.629420518875122,
|
|
"learning_rate": 1.876923076923077e-05,
|
|
"loss": 0.6982,
|
|
"step": 40
|
|
},
|
|
{
|
|
"epoch": 0.38461538461538464,
|
|
"grad_norm": 4.437777519226074,
|
|
"learning_rate": 1.8461538461538465e-05,
|
|
"loss": 0.6645,
|
|
"step": 50
|
|
},
|
|
{
|
|
"epoch": 0.46153846153846156,
|
|
"grad_norm": 2.107313632965088,
|
|
"learning_rate": 1.8153846153846155e-05,
|
|
"loss": 0.589,
|
|
"step": 60
|
|
},
|
|
{
|
|
"epoch": 0.5384615384615384,
|
|
"grad_norm": 1.8212175369262695,
|
|
"learning_rate": 1.784615384615385e-05,
|
|
"loss": 0.525,
|
|
"step": 70
|
|
},
|
|
{
|
|
"epoch": 0.6153846153846154,
|
|
"grad_norm": 1.2224074602127075,
|
|
"learning_rate": 1.753846153846154e-05,
|
|
"loss": 0.3951,
|
|
"step": 80
|
|
},
|
|
{
|
|
"epoch": 0.6923076923076923,
|
|
"grad_norm": 3.238478660583496,
|
|
"learning_rate": 1.7230769230769234e-05,
|
|
"loss": 0.3553,
|
|
"step": 90
|
|
},
|
|
{
|
|
"epoch": 0.7692307692307693,
|
|
"grad_norm": 3.0028467178344727,
|
|
"learning_rate": 1.6923076923076924e-05,
|
|
"loss": 0.369,
|
|
"step": 100
|
|
},
|
|
{
|
|
"epoch": 0.8461538461538461,
|
|
"grad_norm": 2.592329740524292,
|
|
"learning_rate": 1.6615384615384618e-05,
|
|
"loss": 0.3332,
|
|
"step": 110
|
|
},
|
|
{
|
|
"epoch": 0.9230769230769231,
|
|
"grad_norm": 2.486928701400757,
|
|
"learning_rate": 1.630769230769231e-05,
|
|
"loss": 0.2444,
|
|
"step": 120
|
|
},
|
|
{
|
|
"epoch": 1.0,
|
|
"grad_norm": 6.724624156951904,
|
|
"learning_rate": 1.6000000000000003e-05,
|
|
"loss": 0.2797,
|
|
"step": 130
|
|
},
|
|
{
|
|
"epoch": 1.0,
|
|
"eval_accuracy": 0.9624060150375939,
|
|
"eval_loss": 0.2228858470916748,
|
|
"eval_runtime": 1.6507,
|
|
"eval_samples_per_second": 80.574,
|
|
"eval_steps_per_second": 10.299,
|
|
"step": 130
|
|
},
|
|
{
|
|
"epoch": 1.0769230769230769,
|
|
"grad_norm": 1.6424057483673096,
|
|
"learning_rate": 1.5692307692307693e-05,
|
|
"loss": 0.2005,
|
|
"step": 140
|
|
},
|
|
{
|
|
"epoch": 1.1538461538461537,
|
|
"grad_norm": 2.9966392517089844,
|
|
"learning_rate": 1.5384615384615387e-05,
|
|
"loss": 0.2288,
|
|
"step": 150
|
|
},
|
|
{
|
|
"epoch": 1.2307692307692308,
|
|
"grad_norm": 1.444819688796997,
|
|
"learning_rate": 1.5076923076923078e-05,
|
|
"loss": 0.1986,
|
|
"step": 160
|
|
},
|
|
{
|
|
"epoch": 1.3076923076923077,
|
|
"grad_norm": 0.5145019292831421,
|
|
"learning_rate": 1.4769230769230772e-05,
|
|
"loss": 0.2204,
|
|
"step": 170
|
|
},
|
|
{
|
|
"epoch": 1.3846153846153846,
|
|
"grad_norm": 0.6211402416229248,
|
|
"learning_rate": 1.4461538461538462e-05,
|
|
"loss": 0.202,
|
|
"step": 180
|
|
},
|
|
{
|
|
"epoch": 1.4615384615384617,
|
|
"grad_norm": 3.140580415725708,
|
|
"learning_rate": 1.4153846153846156e-05,
|
|
"loss": 0.1613,
|
|
"step": 190
|
|
},
|
|
{
|
|
"epoch": 1.5384615384615383,
|
|
"grad_norm": 0.4404226839542389,
|
|
"learning_rate": 1.3846153846153847e-05,
|
|
"loss": 0.2497,
|
|
"step": 200
|
|
},
|
|
{
|
|
"epoch": 1.6153846153846154,
|
|
"grad_norm": 0.7200615406036377,
|
|
"learning_rate": 1.353846153846154e-05,
|
|
"loss": 0.1831,
|
|
"step": 210
|
|
},
|
|
{
|
|
"epoch": 1.6923076923076923,
|
|
"grad_norm": 2.9941678047180176,
|
|
"learning_rate": 1.3230769230769231e-05,
|
|
"loss": 0.2164,
|
|
"step": 220
|
|
},
|
|
{
|
|
"epoch": 1.7692307692307692,
|
|
"grad_norm": 1.9048223495483398,
|
|
"learning_rate": 1.2923076923076925e-05,
|
|
"loss": 0.1766,
|
|
"step": 230
|
|
},
|
|
{
|
|
"epoch": 1.8461538461538463,
|
|
"grad_norm": 3.728172779083252,
|
|
"learning_rate": 1.2615384615384616e-05,
|
|
"loss": 0.2649,
|
|
"step": 240
|
|
},
|
|
{
|
|
"epoch": 1.9230769230769231,
|
|
"grad_norm": 0.38998943567276,
|
|
"learning_rate": 1.230769230769231e-05,
|
|
"loss": 0.1317,
|
|
"step": 250
|
|
},
|
|
{
|
|
"epoch": 2.0,
|
|
"grad_norm": 0.3474988341331482,
|
|
"learning_rate": 1.2e-05,
|
|
"loss": 0.1283,
|
|
"step": 260
|
|
},
|
|
{
|
|
"epoch": 2.0,
|
|
"eval_accuracy": 0.9774436090225563,
|
|
"eval_loss": 0.12395505607128143,
|
|
"eval_runtime": 1.5924,
|
|
"eval_samples_per_second": 83.524,
|
|
"eval_steps_per_second": 10.676,
|
|
"step": 260
|
|
},
|
|
{
|
|
"epoch": 2.076923076923077,
|
|
"grad_norm": 0.41058436036109924,
|
|
"learning_rate": 1.1692307692307694e-05,
|
|
"loss": 0.0964,
|
|
"step": 270
|
|
},
|
|
{
|
|
"epoch": 2.1538461538461537,
|
|
"grad_norm": 0.33480939269065857,
|
|
"learning_rate": 1.1384615384615385e-05,
|
|
"loss": 0.1355,
|
|
"step": 280
|
|
},
|
|
{
|
|
"epoch": 2.230769230769231,
|
|
"grad_norm": 7.664273262023926,
|
|
"learning_rate": 1.1076923076923079e-05,
|
|
"loss": 0.1332,
|
|
"step": 290
|
|
},
|
|
{
|
|
"epoch": 2.3076923076923075,
|
|
"grad_norm": 9.499696731567383,
|
|
"learning_rate": 1.076923076923077e-05,
|
|
"loss": 0.1403,
|
|
"step": 300
|
|
},
|
|
{
|
|
"epoch": 2.3846153846153846,
|
|
"grad_norm": 6.171899795532227,
|
|
"learning_rate": 1.0461538461538463e-05,
|
|
"loss": 0.1711,
|
|
"step": 310
|
|
},
|
|
{
|
|
"epoch": 2.4615384615384617,
|
|
"grad_norm": 0.33433911204338074,
|
|
"learning_rate": 1.0153846153846154e-05,
|
|
"loss": 0.1498,
|
|
"step": 320
|
|
},
|
|
{
|
|
"epoch": 2.5384615384615383,
|
|
"grad_norm": 5.629538536071777,
|
|
"learning_rate": 9.846153846153848e-06,
|
|
"loss": 0.183,
|
|
"step": 330
|
|
},
|
|
{
|
|
"epoch": 2.6153846153846154,
|
|
"grad_norm": 1.226122498512268,
|
|
"learning_rate": 9.53846153846154e-06,
|
|
"loss": 0.0756,
|
|
"step": 340
|
|
},
|
|
{
|
|
"epoch": 2.6923076923076925,
|
|
"grad_norm": 0.3657732903957367,
|
|
"learning_rate": 9.230769230769232e-06,
|
|
"loss": 0.1332,
|
|
"step": 350
|
|
},
|
|
{
|
|
"epoch": 2.769230769230769,
|
|
"grad_norm": 9.133737564086914,
|
|
"learning_rate": 8.923076923076925e-06,
|
|
"loss": 0.1113,
|
|
"step": 360
|
|
},
|
|
{
|
|
"epoch": 2.8461538461538463,
|
|
"grad_norm": 0.3178321123123169,
|
|
"learning_rate": 8.615384615384617e-06,
|
|
"loss": 0.1476,
|
|
"step": 370
|
|
},
|
|
{
|
|
"epoch": 2.9230769230769234,
|
|
"grad_norm": 1.165651559829712,
|
|
"learning_rate": 8.307692307692309e-06,
|
|
"loss": 0.1273,
|
|
"step": 380
|
|
},
|
|
{
|
|
"epoch": 3.0,
|
|
"grad_norm": 0.29111814498901367,
|
|
"learning_rate": 8.000000000000001e-06,
|
|
"loss": 0.1325,
|
|
"step": 390
|
|
},
|
|
{
|
|
"epoch": 3.0,
|
|
"eval_accuracy": 0.9774436090225563,
|
|
"eval_loss": 0.09526458382606506,
|
|
"eval_runtime": 1.633,
|
|
"eval_samples_per_second": 81.444,
|
|
"eval_steps_per_second": 10.41,
|
|
"step": 390
|
|
},
|
|
{
|
|
"epoch": 3.076923076923077,
|
|
"grad_norm": 2.0931763648986816,
|
|
"learning_rate": 7.692307692307694e-06,
|
|
"loss": 0.1379,
|
|
"step": 400
|
|
},
|
|
{
|
|
"epoch": 3.1538461538461537,
|
|
"grad_norm": 7.9508514404296875,
|
|
"learning_rate": 7.384615384615386e-06,
|
|
"loss": 0.1584,
|
|
"step": 410
|
|
},
|
|
{
|
|
"epoch": 3.230769230769231,
|
|
"grad_norm": 9.005721092224121,
|
|
"learning_rate": 7.076923076923078e-06,
|
|
"loss": 0.141,
|
|
"step": 420
|
|
},
|
|
{
|
|
"epoch": 3.3076923076923075,
|
|
"grad_norm": 0.2301061898469925,
|
|
"learning_rate": 6.76923076923077e-06,
|
|
"loss": 0.0763,
|
|
"step": 430
|
|
},
|
|
{
|
|
"epoch": 3.3846153846153846,
|
|
"grad_norm": 6.290613174438477,
|
|
"learning_rate": 6.461538461538463e-06,
|
|
"loss": 0.1248,
|
|
"step": 440
|
|
},
|
|
{
|
|
"epoch": 3.4615384615384617,
|
|
"grad_norm": 5.136843681335449,
|
|
"learning_rate": 6.153846153846155e-06,
|
|
"loss": 0.0763,
|
|
"step": 450
|
|
},
|
|
{
|
|
"epoch": 3.5384615384615383,
|
|
"grad_norm": 3.508342981338501,
|
|
"learning_rate": 5.846153846153847e-06,
|
|
"loss": 0.0988,
|
|
"step": 460
|
|
},
|
|
{
|
|
"epoch": 3.6153846153846154,
|
|
"grad_norm": 8.985827445983887,
|
|
"learning_rate": 5.538461538461539e-06,
|
|
"loss": 0.0794,
|
|
"step": 470
|
|
},
|
|
{
|
|
"epoch": 3.6923076923076925,
|
|
"grad_norm": 0.22434353828430176,
|
|
"learning_rate": 5.230769230769232e-06,
|
|
"loss": 0.0921,
|
|
"step": 480
|
|
},
|
|
{
|
|
"epoch": 3.769230769230769,
|
|
"grad_norm": 0.20995202660560608,
|
|
"learning_rate": 4.923076923076924e-06,
|
|
"loss": 0.0703,
|
|
"step": 490
|
|
},
|
|
{
|
|
"epoch": 3.8461538461538463,
|
|
"grad_norm": 0.9496172666549683,
|
|
"learning_rate": 4.615384615384616e-06,
|
|
"loss": 0.1448,
|
|
"step": 500
|
|
},
|
|
{
|
|
"epoch": 3.9230769230769234,
|
|
"grad_norm": 0.20678089559078217,
|
|
"learning_rate": 4.307692307692308e-06,
|
|
"loss": 0.1256,
|
|
"step": 510
|
|
},
|
|
{
|
|
"epoch": 4.0,
|
|
"grad_norm": 0.29890480637550354,
|
|
"learning_rate": 4.000000000000001e-06,
|
|
"loss": 0.0809,
|
|
"step": 520
|
|
},
|
|
{
|
|
"epoch": 4.0,
|
|
"eval_accuracy": 0.9924812030075187,
|
|
"eval_loss": 0.0667242482304573,
|
|
"eval_runtime": 1.6609,
|
|
"eval_samples_per_second": 80.077,
|
|
"eval_steps_per_second": 10.235,
|
|
"step": 520
|
|
},
|
|
{
|
|
"epoch": 4.076923076923077,
|
|
"grad_norm": 8.196810722351074,
|
|
"learning_rate": 3.692307692307693e-06,
|
|
"loss": 0.0989,
|
|
"step": 530
|
|
},
|
|
{
|
|
"epoch": 4.153846153846154,
|
|
"grad_norm": 1.6379270553588867,
|
|
"learning_rate": 3.384615384615385e-06,
|
|
"loss": 0.1574,
|
|
"step": 540
|
|
},
|
|
{
|
|
"epoch": 4.230769230769231,
|
|
"grad_norm": 0.3922630548477173,
|
|
"learning_rate": 3.0769230769230774e-06,
|
|
"loss": 0.1542,
|
|
"step": 550
|
|
},
|
|
{
|
|
"epoch": 4.3076923076923075,
|
|
"grad_norm": 1.2518798112869263,
|
|
"learning_rate": 2.7692307692307697e-06,
|
|
"loss": 0.0503,
|
|
"step": 560
|
|
},
|
|
{
|
|
"epoch": 4.384615384615385,
|
|
"grad_norm": 0.36044520139694214,
|
|
"learning_rate": 2.461538461538462e-06,
|
|
"loss": 0.1316,
|
|
"step": 570
|
|
},
|
|
{
|
|
"epoch": 4.461538461538462,
|
|
"grad_norm": 0.27382832765579224,
|
|
"learning_rate": 2.153846153846154e-06,
|
|
"loss": 0.0832,
|
|
"step": 580
|
|
},
|
|
{
|
|
"epoch": 4.538461538461538,
|
|
"grad_norm": 8.751910209655762,
|
|
"learning_rate": 1.8461538461538465e-06,
|
|
"loss": 0.0673,
|
|
"step": 590
|
|
},
|
|
{
|
|
"epoch": 4.615384615384615,
|
|
"grad_norm": 3.928022861480713,
|
|
"learning_rate": 1.5384615384615387e-06,
|
|
"loss": 0.0994,
|
|
"step": 600
|
|
},
|
|
{
|
|
"epoch": 4.6923076923076925,
|
|
"grad_norm": 5.436663627624512,
|
|
"learning_rate": 1.230769230769231e-06,
|
|
"loss": 0.0907,
|
|
"step": 610
|
|
},
|
|
{
|
|
"epoch": 4.769230769230769,
|
|
"grad_norm": 0.24947214126586914,
|
|
"learning_rate": 9.230769230769232e-07,
|
|
"loss": 0.0719,
|
|
"step": 620
|
|
},
|
|
{
|
|
"epoch": 4.846153846153846,
|
|
"grad_norm": 0.2187993824481964,
|
|
"learning_rate": 6.153846153846155e-07,
|
|
"loss": 0.0604,
|
|
"step": 630
|
|
},
|
|
{
|
|
"epoch": 4.923076923076923,
|
|
"grad_norm": 0.23066554963588715,
|
|
"learning_rate": 3.0769230769230774e-07,
|
|
"loss": 0.0797,
|
|
"step": 640
|
|
},
|
|
{
|
|
"epoch": 5.0,
|
|
"grad_norm": 0.6189086437225342,
|
|
"learning_rate": 0.0,
|
|
"loss": 0.1164,
|
|
"step": 650
|
|
},
|
|
{
|
|
"epoch": 5.0,
|
|
"eval_accuracy": 0.9774436090225563,
|
|
"eval_loss": 0.08415611833333969,
|
|
"eval_runtime": 1.6305,
|
|
"eval_samples_per_second": 81.568,
|
|
"eval_steps_per_second": 10.426,
|
|
"step": 650
|
|
},
|
|
{
|
|
"epoch": 5.0,
|
|
"step": 650,
|
|
"total_flos": 4.006371770595533e+17,
|
|
"train_loss": 0.0,
|
|
"train_runtime": 0.3159,
|
|
"train_samples_per_second": 16363.748,
|
|
"train_steps_per_second": 2057.338
|
|
}
|
|
],
|
|
"logging_steps": 10,
|
|
"max_steps": 650,
|
|
"num_input_tokens_seen": 0,
|
|
"num_train_epochs": 5,
|
|
"save_steps": 500,
|
|
"stateful_callbacks": {
|
|
"TrainerControl": {
|
|
"args": {
|
|
"should_epoch_stop": false,
|
|
"should_evaluate": false,
|
|
"should_log": false,
|
|
"should_save": true,
|
|
"should_training_stop": true
|
|
},
|
|
"attributes": {}
|
|
}
|
|
},
|
|
"total_flos": 4.006371770595533e+17,
|
|
"train_batch_size": 8,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|
|
|