TracyTank's picture
Training in progress, step 88, checkpoint
58a33f5 verified
raw
history blame
17 kB
{
"best_metric": 0.11645537614822388,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 2.012802275960171,
"eval_steps": 25,
"global_step": 88,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02275960170697013,
"grad_norm": 1.7705003023147583,
"learning_rate": 0.00015,
"loss": 3.3287,
"step": 1
},
{
"epoch": 0.02275960170697013,
"eval_loss": 3.4932775497436523,
"eval_runtime": 0.2913,
"eval_samples_per_second": 171.665,
"eval_steps_per_second": 44.633,
"step": 1
},
{
"epoch": 0.04551920341394026,
"grad_norm": 1.6582751274108887,
"learning_rate": 0.0003,
"loss": 3.318,
"step": 2
},
{
"epoch": 0.06827880512091039,
"grad_norm": 1.748265266418457,
"learning_rate": 0.00029990993452998227,
"loss": 3.3114,
"step": 3
},
{
"epoch": 0.09103840682788052,
"grad_norm": 1.5232975482940674,
"learning_rate": 0.00029963985829457943,
"loss": 2.9468,
"step": 4
},
{
"epoch": 0.11379800853485064,
"grad_norm": 1.5051178932189941,
"learning_rate": 0.0002991901316573927,
"loss": 2.7052,
"step": 5
},
{
"epoch": 0.13655761024182078,
"grad_norm": 1.422306776046753,
"learning_rate": 0.00029856135469013987,
"loss": 2.3768,
"step": 6
},
{
"epoch": 0.1593172119487909,
"grad_norm": 1.5374380350112915,
"learning_rate": 0.0002977543663719779,
"loss": 2.1616,
"step": 7
},
{
"epoch": 0.18207681365576103,
"grad_norm": 1.8372466564178467,
"learning_rate": 0.00029677024347005013,
"loss": 2.0086,
"step": 8
},
{
"epoch": 0.20483641536273114,
"grad_norm": 2.2954390048980713,
"learning_rate": 0.0002956102991027524,
"loss": 1.7581,
"step": 9
},
{
"epoch": 0.22759601706970128,
"grad_norm": 2.7270781993865967,
"learning_rate": 0.0002942760809876348,
"loss": 1.5204,
"step": 10
},
{
"epoch": 0.2503556187766714,
"grad_norm": 2.2713541984558105,
"learning_rate": 0.00029276936937627725,
"loss": 1.2835,
"step": 11
},
{
"epoch": 0.27311522048364156,
"grad_norm": 2.338096857070923,
"learning_rate": 0.000291092174678894,
"loss": 1.1385,
"step": 12
},
{
"epoch": 0.2958748221906117,
"grad_norm": 1.553781270980835,
"learning_rate": 0.00028924673478183645,
"loss": 0.9631,
"step": 13
},
{
"epoch": 0.3186344238975818,
"grad_norm": 1.5467333793640137,
"learning_rate": 0.0002872355120615748,
"loss": 0.8275,
"step": 14
},
{
"epoch": 0.3413940256045519,
"grad_norm": 1.656901240348816,
"learning_rate": 0.00028506119009914,
"loss": 0.7097,
"step": 15
},
{
"epoch": 0.36415362731152207,
"grad_norm": 1.358717679977417,
"learning_rate": 0.000282726670099414,
"loss": 0.6673,
"step": 16
},
{
"epoch": 0.3869132290184922,
"grad_norm": 0.8717578649520874,
"learning_rate": 0.00028023506702004174,
"loss": 0.4671,
"step": 17
},
{
"epoch": 0.4096728307254623,
"grad_norm": 0.977169930934906,
"learning_rate": 0.0002775897054151335,
"loss": 0.4218,
"step": 18
},
{
"epoch": 0.43243243243243246,
"grad_norm": 0.9587895274162292,
"learning_rate": 0.00027479411499930134,
"loss": 0.4066,
"step": 19
},
{
"epoch": 0.45519203413940257,
"grad_norm": 0.6970980167388916,
"learning_rate": 0.00027185202593794927,
"loss": 0.3582,
"step": 20
},
{
"epoch": 0.4779516358463727,
"grad_norm": 0.7278751730918884,
"learning_rate": 0.0002687673638701018,
"loss": 0.3208,
"step": 21
},
{
"epoch": 0.5007112375533428,
"grad_norm": 0.7912285327911377,
"learning_rate": 0.00026554424467041055,
"loss": 0.4071,
"step": 22
},
{
"epoch": 0.5234708392603129,
"grad_norm": 0.8546118140220642,
"learning_rate": 0.00026218696895732944,
"loss": 0.3329,
"step": 23
},
{
"epoch": 0.5462304409672831,
"grad_norm": 0.4830358326435089,
"learning_rate": 0.0002587000163547856,
"loss": 0.3032,
"step": 24
},
{
"epoch": 0.5689900426742532,
"grad_norm": 0.7155347466468811,
"learning_rate": 0.0002550880395150023,
"loss": 0.2946,
"step": 25
},
{
"epoch": 0.5689900426742532,
"eval_loss": 0.2797185778617859,
"eval_runtime": 0.2962,
"eval_samples_per_second": 168.833,
"eval_steps_per_second": 43.897,
"step": 25
},
{
"epoch": 0.5917496443812233,
"grad_norm": 0.5971561670303345,
"learning_rate": 0.0002513558579104503,
"loss": 0.2866,
"step": 26
},
{
"epoch": 0.6145092460881935,
"grad_norm": 0.5399057269096375,
"learning_rate": 0.00024750845140320964,
"loss": 0.3,
"step": 27
},
{
"epoch": 0.6372688477951636,
"grad_norm": 0.5159599781036377,
"learning_rate": 0.00024355095360032364,
"loss": 0.2229,
"step": 28
},
{
"epoch": 0.6600284495021337,
"grad_norm": 0.36613932251930237,
"learning_rate": 0.00023948864500401016,
"loss": 0.2183,
"step": 29
},
{
"epoch": 0.6827880512091038,
"grad_norm": 0.4476757049560547,
"learning_rate": 0.00023532694596587055,
"loss": 0.1993,
"step": 30
},
{
"epoch": 0.705547652916074,
"grad_norm": 0.47915318608283997,
"learning_rate": 0.00023107140945449652,
"loss": 0.177,
"step": 31
},
{
"epoch": 0.7283072546230441,
"grad_norm": 0.47024720907211304,
"learning_rate": 0.0002267277136461262,
"loss": 0.1281,
"step": 32
},
{
"epoch": 0.7510668563300142,
"grad_norm": 0.43254679441452026,
"learning_rate": 0.00022230165434823502,
"loss": 0.2339,
"step": 33
},
{
"epoch": 0.7738264580369844,
"grad_norm": 0.6018503904342651,
"learning_rate": 0.00021779913726617102,
"loss": 0.2309,
"step": 34
},
{
"epoch": 0.7965860597439545,
"grad_norm": 0.42272430658340454,
"learning_rate": 0.00021322617012315288,
"loss": 0.1736,
"step": 35
},
{
"epoch": 0.8193456614509246,
"grad_norm": 0.4929526746273041,
"learning_rate": 0.00020858885464414522,
"loss": 0.1818,
"step": 36
},
{
"epoch": 0.8421052631578947,
"grad_norm": 0.5257923007011414,
"learning_rate": 0.00020389337841430707,
"loss": 0.1759,
"step": 37
},
{
"epoch": 0.8648648648648649,
"grad_norm": 0.32733604311943054,
"learning_rate": 0.00019914600662287684,
"loss": 0.1765,
"step": 38
},
{
"epoch": 0.887624466571835,
"grad_norm": 0.3499005138874054,
"learning_rate": 0.00019435307370351017,
"loss": 0.1172,
"step": 39
},
{
"epoch": 0.9103840682788051,
"grad_norm": 0.32600706815719604,
"learning_rate": 0.0001895209748822239,
"loss": 0.1107,
"step": 40
},
{
"epoch": 0.9331436699857752,
"grad_norm": 0.3189937174320221,
"learning_rate": 0.00018465615764422566,
"loss": 0.134,
"step": 41
},
{
"epoch": 0.9559032716927454,
"grad_norm": 0.26007068157196045,
"learning_rate": 0.00017976511313101307,
"loss": 0.1037,
"step": 42
},
{
"epoch": 0.9786628733997155,
"grad_norm": 0.3448164463043213,
"learning_rate": 0.00017485436747922248,
"loss": 0.0882,
"step": 43
},
{
"epoch": 1.0064011379800855,
"grad_norm": 0.28717777132987976,
"learning_rate": 0.00016993047311278397,
"loss": 0.2189,
"step": 44
},
{
"epoch": 1.0291607396870555,
"grad_norm": 0.2990550994873047,
"learning_rate": 0.000165,
"loss": 0.1578,
"step": 45
},
{
"epoch": 1.0519203413940257,
"grad_norm": 0.3317011594772339,
"learning_rate": 0.00016006952688721603,
"loss": 0.1449,
"step": 46
},
{
"epoch": 1.0746799431009957,
"grad_norm": 0.31591519713401794,
"learning_rate": 0.0001551456325207775,
"loss": 0.1431,
"step": 47
},
{
"epoch": 1.097439544807966,
"grad_norm": 0.26354071497917175,
"learning_rate": 0.00015023488686898698,
"loss": 0.1444,
"step": 48
},
{
"epoch": 1.120199146514936,
"grad_norm": 0.2392982542514801,
"learning_rate": 0.00014534384235577436,
"loss": 0.1312,
"step": 49
},
{
"epoch": 1.1429587482219061,
"grad_norm": 0.3284483551979065,
"learning_rate": 0.0001404790251177761,
"loss": 0.1079,
"step": 50
},
{
"epoch": 1.1429587482219061,
"eval_loss": 0.11645537614822388,
"eval_runtime": 0.2863,
"eval_samples_per_second": 174.617,
"eval_steps_per_second": 45.4,
"step": 50
},
{
"epoch": 1.1657183499288761,
"grad_norm": 0.35609501600265503,
"learning_rate": 0.00013564692629648982,
"loss": 0.0858,
"step": 51
},
{
"epoch": 1.1884779516358464,
"grad_norm": 0.1918356865644455,
"learning_rate": 0.00013085399337712307,
"loss": 0.0959,
"step": 52
},
{
"epoch": 1.2112375533428166,
"grad_norm": 0.2323223352432251,
"learning_rate": 0.00012610662158569293,
"loss": 0.0919,
"step": 53
},
{
"epoch": 1.2339971550497866,
"grad_norm": 0.2522870600223541,
"learning_rate": 0.0001214111453558548,
"loss": 0.0706,
"step": 54
},
{
"epoch": 1.2567567567567568,
"grad_norm": 0.29997286200523376,
"learning_rate": 0.00011677382987684708,
"loss": 0.1814,
"step": 55
},
{
"epoch": 1.2795163584637268,
"grad_norm": 0.30940982699394226,
"learning_rate": 0.00011220086273382896,
"loss": 0.1421,
"step": 56
},
{
"epoch": 1.302275960170697,
"grad_norm": 0.37868553400039673,
"learning_rate": 0.00010769834565176498,
"loss": 0.1265,
"step": 57
},
{
"epoch": 1.3250355618776672,
"grad_norm": 0.23006294667720795,
"learning_rate": 0.0001032722863538738,
"loss": 0.1177,
"step": 58
},
{
"epoch": 1.3477951635846372,
"grad_norm": 0.26485735177993774,
"learning_rate": 9.892859054550347e-05,
"loss": 0.1212,
"step": 59
},
{
"epoch": 1.3705547652916075,
"grad_norm": 0.31136396527290344,
"learning_rate": 9.467305403412942e-05,
"loss": 0.1419,
"step": 60
},
{
"epoch": 1.3933143669985775,
"grad_norm": 0.2314603179693222,
"learning_rate": 9.05113549959898e-05,
"loss": 0.0957,
"step": 61
},
{
"epoch": 1.4160739687055477,
"grad_norm": 0.19551394879817963,
"learning_rate": 8.644904639967639e-05,
"loss": 0.0842,
"step": 62
},
{
"epoch": 1.438833570412518,
"grad_norm": 0.28223028779029846,
"learning_rate": 8.249154859679033e-05,
"loss": 0.0833,
"step": 63
},
{
"epoch": 1.461593172119488,
"grad_norm": 0.2497485727071762,
"learning_rate": 7.864414208954971e-05,
"loss": 0.0865,
"step": 64
},
{
"epoch": 1.484352773826458,
"grad_norm": 0.20309872925281525,
"learning_rate": 7.491196048499769e-05,
"loss": 0.0712,
"step": 65
},
{
"epoch": 1.5071123755334281,
"grad_norm": 0.33666595816612244,
"learning_rate": 7.12999836452144e-05,
"loss": 0.135,
"step": 66
},
{
"epoch": 1.5298719772403984,
"grad_norm": 0.24082504212856293,
"learning_rate": 6.781303104267059e-05,
"loss": 0.1203,
"step": 67
},
{
"epoch": 1.5526315789473686,
"grad_norm": 0.1645207554101944,
"learning_rate": 6.445575532958945e-05,
"loss": 0.0944,
"step": 68
},
{
"epoch": 1.5753911806543386,
"grad_norm": 0.1779041886329651,
"learning_rate": 6.123263612989815e-05,
"loss": 0.1227,
"step": 69
},
{
"epoch": 1.5981507823613086,
"grad_norm": 0.21718856692314148,
"learning_rate": 5.81479740620507e-05,
"loss": 0.1008,
"step": 70
},
{
"epoch": 1.6209103840682788,
"grad_norm": 0.23834489285945892,
"learning_rate": 5.520588500069867e-05,
"loss": 0.124,
"step": 71
},
{
"epoch": 1.643669985775249,
"grad_norm": 0.22460603713989258,
"learning_rate": 5.241029458486649e-05,
"loss": 0.0758,
"step": 72
},
{
"epoch": 1.666429587482219,
"grad_norm": 0.13075967133045197,
"learning_rate": 4.976493297995823e-05,
"loss": 0.0748,
"step": 73
},
{
"epoch": 1.689189189189189,
"grad_norm": 0.1683950275182724,
"learning_rate": 4.7273329900585954e-05,
"loss": 0.0806,
"step": 74
},
{
"epoch": 1.7119487908961593,
"grad_norm": 0.13967812061309814,
"learning_rate": 4.4938809900859955e-05,
"loss": 0.0732,
"step": 75
},
{
"epoch": 1.7119487908961593,
"eval_loss": 0.09383056312799454,
"eval_runtime": 0.284,
"eval_samples_per_second": 176.043,
"eval_steps_per_second": 45.771,
"step": 75
},
{
"epoch": 1.7347083926031295,
"grad_norm": 0.1622483730316162,
"learning_rate": 4.2764487938425205e-05,
"loss": 0.0564,
"step": 76
},
{
"epoch": 1.7574679943100997,
"grad_norm": 0.26513513922691345,
"learning_rate": 4.0753265218163486e-05,
"loss": 0.1552,
"step": 77
},
{
"epoch": 1.7802275960170697,
"grad_norm": 0.25839948654174805,
"learning_rate": 3.890782532110603e-05,
"loss": 0.1107,
"step": 78
},
{
"epoch": 1.8029871977240397,
"grad_norm": 0.24427573382854462,
"learning_rate": 3.7230630623722724e-05,
"loss": 0.1011,
"step": 79
},
{
"epoch": 1.82574679943101,
"grad_norm": 0.22686628997325897,
"learning_rate": 3.572391901236521e-05,
"loss": 0.1001,
"step": 80
},
{
"epoch": 1.8485064011379801,
"grad_norm": 0.15434470772743225,
"learning_rate": 3.4389700897247595e-05,
"loss": 0.0999,
"step": 81
},
{
"epoch": 1.8712660028449504,
"grad_norm": 0.15275193750858307,
"learning_rate": 3.322975652994985e-05,
"loss": 0.0832,
"step": 82
},
{
"epoch": 1.8940256045519204,
"grad_norm": 0.28379786014556885,
"learning_rate": 3.2245633628022074e-05,
"loss": 0.0678,
"step": 83
},
{
"epoch": 1.9167852062588904,
"grad_norm": 0.11858035624027252,
"learning_rate": 3.143864530986012e-05,
"loss": 0.071,
"step": 84
},
{
"epoch": 1.9395448079658606,
"grad_norm": 0.1222662478685379,
"learning_rate": 3.08098683426073e-05,
"loss": 0.0855,
"step": 85
},
{
"epoch": 1.9623044096728308,
"grad_norm": 0.2606646418571472,
"learning_rate": 3.0360141705420527e-05,
"loss": 0.0727,
"step": 86
},
{
"epoch": 1.9850640113798008,
"grad_norm": 0.21433259546756744,
"learning_rate": 3.009006547001768e-05,
"loss": 0.0841,
"step": 87
},
{
"epoch": 2.012802275960171,
"grad_norm": 0.21917670965194702,
"learning_rate": 2.9999999999999997e-05,
"loss": 0.1182,
"step": 88
}
],
"logging_steps": 1,
"max_steps": 88,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 50,
"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": 3.909666424120934e+16,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}