DeepDream2045's picture
Training in progress, step 50, checkpoint
92a1519 verified
{
"best_metric": 0.1645851880311966,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.6751054852320675,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01350210970464135,
"grad_norm": 5.568134784698486,
"learning_rate": 5e-05,
"loss": 5.0373,
"step": 1
},
{
"epoch": 0.01350210970464135,
"eval_loss": 7.028787136077881,
"eval_runtime": 15.16,
"eval_samples_per_second": 32.915,
"eval_steps_per_second": 4.156,
"step": 1
},
{
"epoch": 0.0270042194092827,
"grad_norm": 5.84205436706543,
"learning_rate": 0.0001,
"loss": 5.4682,
"step": 2
},
{
"epoch": 0.04050632911392405,
"grad_norm": 4.690907955169678,
"learning_rate": 9.989294616193017e-05,
"loss": 5.1249,
"step": 3
},
{
"epoch": 0.0540084388185654,
"grad_norm": 4.773595333099365,
"learning_rate": 9.957224306869053e-05,
"loss": 4.6998,
"step": 4
},
{
"epoch": 0.06751054852320675,
"grad_norm": 5.237292766571045,
"learning_rate": 9.903926402016153e-05,
"loss": 3.8722,
"step": 5
},
{
"epoch": 0.0810126582278481,
"grad_norm": 5.305476188659668,
"learning_rate": 9.829629131445342e-05,
"loss": 3.1481,
"step": 6
},
{
"epoch": 0.09451476793248945,
"grad_norm": 4.838389873504639,
"learning_rate": 9.73465064747553e-05,
"loss": 2.2607,
"step": 7
},
{
"epoch": 0.1080168776371308,
"grad_norm": 4.015415668487549,
"learning_rate": 9.619397662556435e-05,
"loss": 1.6512,
"step": 8
},
{
"epoch": 0.12151898734177215,
"grad_norm": 4.844939231872559,
"learning_rate": 9.484363707663442e-05,
"loss": 1.4396,
"step": 9
},
{
"epoch": 0.1350210970464135,
"grad_norm": 5.061824798583984,
"learning_rate": 9.330127018922194e-05,
"loss": 1.3046,
"step": 10
},
{
"epoch": 0.14852320675105485,
"grad_norm": 5.038525104522705,
"learning_rate": 9.157348061512727e-05,
"loss": 0.7938,
"step": 11
},
{
"epoch": 0.1620253164556962,
"grad_norm": 4.529359817504883,
"learning_rate": 8.966766701456177e-05,
"loss": 0.5913,
"step": 12
},
{
"epoch": 0.17552742616033756,
"grad_norm": 6.800049781799316,
"learning_rate": 8.759199037394887e-05,
"loss": 0.9533,
"step": 13
},
{
"epoch": 0.1890295358649789,
"grad_norm": 4.591196537017822,
"learning_rate": 8.535533905932738e-05,
"loss": 0.632,
"step": 14
},
{
"epoch": 0.20253164556962025,
"grad_norm": 2.5431854724884033,
"learning_rate": 8.296729075500344e-05,
"loss": 0.3908,
"step": 15
},
{
"epoch": 0.2160337552742616,
"grad_norm": 2.365417957305908,
"learning_rate": 8.043807145043604e-05,
"loss": 0.3317,
"step": 16
},
{
"epoch": 0.22953586497890296,
"grad_norm": 2.108243703842163,
"learning_rate": 7.777851165098012e-05,
"loss": 0.3239,
"step": 17
},
{
"epoch": 0.2430379746835443,
"grad_norm": 1.2970813512802124,
"learning_rate": 7.500000000000001e-05,
"loss": 0.2324,
"step": 18
},
{
"epoch": 0.25654008438818565,
"grad_norm": 1.0303891897201538,
"learning_rate": 7.211443451095007e-05,
"loss": 0.2151,
"step": 19
},
{
"epoch": 0.270042194092827,
"grad_norm": 1.3435170650482178,
"learning_rate": 6.91341716182545e-05,
"loss": 0.1919,
"step": 20
},
{
"epoch": 0.28354430379746837,
"grad_norm": 1.1844052076339722,
"learning_rate": 6.607197326515808e-05,
"loss": 0.2042,
"step": 21
},
{
"epoch": 0.2970464135021097,
"grad_norm": 1.5148234367370605,
"learning_rate": 6.294095225512603e-05,
"loss": 0.1827,
"step": 22
},
{
"epoch": 0.3105485232067511,
"grad_norm": 1.2344573736190796,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.1451,
"step": 23
},
{
"epoch": 0.3240506329113924,
"grad_norm": 1.2660400867462158,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.1178,
"step": 24
},
{
"epoch": 0.33755274261603374,
"grad_norm": 1.4386123418807983,
"learning_rate": 5.327015646150716e-05,
"loss": 0.084,
"step": 25
},
{
"epoch": 0.33755274261603374,
"eval_loss": 0.3598560690879822,
"eval_runtime": 15.178,
"eval_samples_per_second": 32.876,
"eval_steps_per_second": 4.151,
"step": 25
},
{
"epoch": 0.3510548523206751,
"grad_norm": 4.339173316955566,
"learning_rate": 5e-05,
"loss": 0.6258,
"step": 26
},
{
"epoch": 0.36455696202531646,
"grad_norm": 3.878525733947754,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.5842,
"step": 27
},
{
"epoch": 0.3780590717299578,
"grad_norm": 3.5104947090148926,
"learning_rate": 4.347369038899744e-05,
"loss": 0.512,
"step": 28
},
{
"epoch": 0.39156118143459917,
"grad_norm": 2.3546969890594482,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.367,
"step": 29
},
{
"epoch": 0.4050632911392405,
"grad_norm": 1.871620774269104,
"learning_rate": 3.705904774487396e-05,
"loss": 0.3047,
"step": 30
},
{
"epoch": 0.41856540084388183,
"grad_norm": 1.3824152946472168,
"learning_rate": 3.392802673484193e-05,
"loss": 0.2219,
"step": 31
},
{
"epoch": 0.4320675105485232,
"grad_norm": 1.3422837257385254,
"learning_rate": 3.086582838174551e-05,
"loss": 0.1512,
"step": 32
},
{
"epoch": 0.44556962025316454,
"grad_norm": 1.333117961883545,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.1522,
"step": 33
},
{
"epoch": 0.45907172995780593,
"grad_norm": 2.088132381439209,
"learning_rate": 2.500000000000001e-05,
"loss": 0.2185,
"step": 34
},
{
"epoch": 0.47257383966244726,
"grad_norm": 2.526772975921631,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.2609,
"step": 35
},
{
"epoch": 0.4860759493670886,
"grad_norm": 2.376660108566284,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.2183,
"step": 36
},
{
"epoch": 0.49957805907173,
"grad_norm": 2.1182215213775635,
"learning_rate": 1.703270924499656e-05,
"loss": 0.1805,
"step": 37
},
{
"epoch": 0.5130801687763713,
"grad_norm": 0.9188656806945801,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.236,
"step": 38
},
{
"epoch": 0.5265822784810127,
"grad_norm": 1.0770657062530518,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.2585,
"step": 39
},
{
"epoch": 0.540084388185654,
"grad_norm": 0.9798564314842224,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.2234,
"step": 40
},
{
"epoch": 0.5535864978902953,
"grad_norm": 0.7824795842170715,
"learning_rate": 8.426519384872733e-06,
"loss": 0.2099,
"step": 41
},
{
"epoch": 0.5670886075949367,
"grad_norm": 0.8526087403297424,
"learning_rate": 6.698729810778065e-06,
"loss": 0.1849,
"step": 42
},
{
"epoch": 0.580590717299578,
"grad_norm": 0.685903012752533,
"learning_rate": 5.156362923365588e-06,
"loss": 0.1996,
"step": 43
},
{
"epoch": 0.5940928270042194,
"grad_norm": 0.954988956451416,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.1537,
"step": 44
},
{
"epoch": 0.6075949367088608,
"grad_norm": 0.699277400970459,
"learning_rate": 2.653493525244721e-06,
"loss": 0.1394,
"step": 45
},
{
"epoch": 0.6210970464135022,
"grad_norm": 0.5863059163093567,
"learning_rate": 1.70370868554659e-06,
"loss": 0.1467,
"step": 46
},
{
"epoch": 0.6345991561181434,
"grad_norm": 1.0702379941940308,
"learning_rate": 9.607359798384785e-07,
"loss": 0.1562,
"step": 47
},
{
"epoch": 0.6481012658227848,
"grad_norm": 1.1115703582763672,
"learning_rate": 4.277569313094809e-07,
"loss": 0.145,
"step": 48
},
{
"epoch": 0.6616033755274262,
"grad_norm": 1.0013189315795898,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.1066,
"step": 49
},
{
"epoch": 0.6751054852320675,
"grad_norm": 1.1740268468856812,
"learning_rate": 0.0,
"loss": 0.1087,
"step": 50
},
{
"epoch": 0.6751054852320675,
"eval_loss": 0.1645851880311966,
"eval_runtime": 15.1774,
"eval_samples_per_second": 32.878,
"eval_steps_per_second": 4.151,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"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": 5.968083617316864e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}