tryingpro's picture
Training in progress, step 90, checkpoint
b40b105 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0631578947368423,
"eval_steps": 25,
"global_step": 90,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03368421052631579,
"grad_norm": 0.39811971783638,
"learning_rate": 1e-05,
"loss": 2.1869,
"step": 1
},
{
"epoch": 0.03368421052631579,
"eval_loss": 2.1871018409729004,
"eval_runtime": 51.726,
"eval_samples_per_second": 1.933,
"eval_steps_per_second": 0.967,
"step": 1
},
{
"epoch": 0.06736842105263158,
"grad_norm": 0.43366214632987976,
"learning_rate": 2e-05,
"loss": 2.124,
"step": 2
},
{
"epoch": 0.10105263157894737,
"grad_norm": 0.41468173265457153,
"learning_rate": 3e-05,
"loss": 2.1397,
"step": 3
},
{
"epoch": 0.13473684210526315,
"grad_norm": 0.41099846363067627,
"learning_rate": 4e-05,
"loss": 2.1909,
"step": 4
},
{
"epoch": 0.16842105263157894,
"grad_norm": 0.35164669156074524,
"learning_rate": 5e-05,
"loss": 2.1483,
"step": 5
},
{
"epoch": 0.20210526315789473,
"grad_norm": 0.3426206111907959,
"learning_rate": 6e-05,
"loss": 2.0835,
"step": 6
},
{
"epoch": 0.23578947368421052,
"grad_norm": 0.30055052042007446,
"learning_rate": 7e-05,
"loss": 2.1794,
"step": 7
},
{
"epoch": 0.2694736842105263,
"grad_norm": 0.3416151702404022,
"learning_rate": 8e-05,
"loss": 2.1128,
"step": 8
},
{
"epoch": 0.3031578947368421,
"grad_norm": 0.3587937355041504,
"learning_rate": 9e-05,
"loss": 2.1879,
"step": 9
},
{
"epoch": 0.3368421052631579,
"grad_norm": 0.3512348234653473,
"learning_rate": 0.0001,
"loss": 2.1369,
"step": 10
},
{
"epoch": 0.3705263157894737,
"grad_norm": 0.3542545437812805,
"learning_rate": 0.00011000000000000002,
"loss": 2.0747,
"step": 11
},
{
"epoch": 0.40421052631578946,
"grad_norm": 0.3271574079990387,
"learning_rate": 0.00012,
"loss": 2.0892,
"step": 12
},
{
"epoch": 0.4378947368421053,
"grad_norm": 0.29716193675994873,
"learning_rate": 0.00013000000000000002,
"loss": 2.0945,
"step": 13
},
{
"epoch": 0.47157894736842104,
"grad_norm": 0.2834334373474121,
"learning_rate": 0.00014,
"loss": 2.1163,
"step": 14
},
{
"epoch": 0.5052631578947369,
"grad_norm": 0.2676835060119629,
"learning_rate": 0.00015000000000000001,
"loss": 2.0774,
"step": 15
},
{
"epoch": 0.5389473684210526,
"grad_norm": 0.3038509786128998,
"learning_rate": 0.00016,
"loss": 2.0738,
"step": 16
},
{
"epoch": 0.5726315789473684,
"grad_norm": 0.30092963576316833,
"learning_rate": 0.00017,
"loss": 2.0443,
"step": 17
},
{
"epoch": 0.6063157894736843,
"grad_norm": 0.2652921974658966,
"learning_rate": 0.00018,
"loss": 2.0226,
"step": 18
},
{
"epoch": 0.64,
"grad_norm": 0.23126669228076935,
"learning_rate": 0.00019,
"loss": 2.0893,
"step": 19
},
{
"epoch": 0.6736842105263158,
"grad_norm": 0.25947996973991394,
"learning_rate": 0.0002,
"loss": 2.0797,
"step": 20
},
{
"epoch": 0.7073684210526315,
"grad_norm": 0.24937580525875092,
"learning_rate": 0.00019989930665413147,
"loss": 2.113,
"step": 21
},
{
"epoch": 0.7410526315789474,
"grad_norm": 0.23798011243343353,
"learning_rate": 0.00019959742939952392,
"loss": 2.0782,
"step": 22
},
{
"epoch": 0.7747368421052632,
"grad_norm": 0.23232997953891754,
"learning_rate": 0.00019909497617679348,
"loss": 2.0749,
"step": 23
},
{
"epoch": 0.8084210526315789,
"grad_norm": 0.22174346446990967,
"learning_rate": 0.00019839295885986296,
"loss": 2.0835,
"step": 24
},
{
"epoch": 0.8421052631578947,
"grad_norm": 0.20978115499019623,
"learning_rate": 0.00019749279121818235,
"loss": 2.1273,
"step": 25
},
{
"epoch": 0.8421052631578947,
"eval_loss": 2.085695743560791,
"eval_runtime": 51.638,
"eval_samples_per_second": 1.937,
"eval_steps_per_second": 0.968,
"step": 25
},
{
"epoch": 0.8757894736842106,
"grad_norm": 0.20944544672966003,
"learning_rate": 0.00019639628606958533,
"loss": 2.0262,
"step": 26
},
{
"epoch": 0.9094736842105263,
"grad_norm": 0.20344075560569763,
"learning_rate": 0.00019510565162951537,
"loss": 2.0426,
"step": 27
},
{
"epoch": 0.9431578947368421,
"grad_norm": 0.22783611714839935,
"learning_rate": 0.00019362348706397373,
"loss": 2.0554,
"step": 28
},
{
"epoch": 0.9768421052631578,
"grad_norm": 0.19957782328128815,
"learning_rate": 0.0001919527772551451,
"loss": 2.0124,
"step": 29
},
{
"epoch": 1.0210526315789474,
"grad_norm": 0.38232752680778503,
"learning_rate": 0.0001900968867902419,
"loss": 3.3482,
"step": 30
},
{
"epoch": 1.0547368421052632,
"grad_norm": 0.21452440321445465,
"learning_rate": 0.0001880595531856738,
"loss": 1.9092,
"step": 31
},
{
"epoch": 1.088421052631579,
"grad_norm": 0.20885184407234192,
"learning_rate": 0.00018584487936018661,
"loss": 2.0082,
"step": 32
},
{
"epoch": 1.1221052631578947,
"grad_norm": 0.23769386112689972,
"learning_rate": 0.00018345732537213027,
"loss": 1.9497,
"step": 33
},
{
"epoch": 1.1557894736842105,
"grad_norm": 0.22073900699615479,
"learning_rate": 0.00018090169943749476,
"loss": 2.0897,
"step": 34
},
{
"epoch": 1.1894736842105262,
"grad_norm": 0.20628167688846588,
"learning_rate": 0.000178183148246803,
"loss": 1.9091,
"step": 35
},
{
"epoch": 1.223157894736842,
"grad_norm": 0.20254100859165192,
"learning_rate": 0.00017530714660036112,
"loss": 2.0089,
"step": 36
},
{
"epoch": 1.256842105263158,
"grad_norm": 0.21576657891273499,
"learning_rate": 0.00017227948638273916,
"loss": 1.9733,
"step": 37
},
{
"epoch": 1.2905263157894737,
"grad_norm": 0.21345406770706177,
"learning_rate": 0.00016910626489868649,
"loss": 1.9593,
"step": 38
},
{
"epoch": 1.3242105263157895,
"grad_norm": 0.2377728521823883,
"learning_rate": 0.00016579387259397127,
"loss": 1.9921,
"step": 39
},
{
"epoch": 1.3578947368421053,
"grad_norm": 0.22072383761405945,
"learning_rate": 0.00016234898018587337,
"loss": 1.9538,
"step": 40
},
{
"epoch": 1.391578947368421,
"grad_norm": 0.22244809567928314,
"learning_rate": 0.00015877852522924732,
"loss": 1.9346,
"step": 41
},
{
"epoch": 1.4252631578947368,
"grad_norm": 0.22625932097434998,
"learning_rate": 0.00015508969814521025,
"loss": 2.0541,
"step": 42
},
{
"epoch": 1.4589473684210525,
"grad_norm": 0.22077956795692444,
"learning_rate": 0.00015128992774059063,
"loss": 1.9145,
"step": 43
},
{
"epoch": 1.4926315789473685,
"grad_norm": 0.22373822331428528,
"learning_rate": 0.00014738686624729986,
"loss": 2.0576,
"step": 44
},
{
"epoch": 1.526315789473684,
"grad_norm": 0.271822988986969,
"learning_rate": 0.00014338837391175582,
"loss": 1.9241,
"step": 45
},
{
"epoch": 1.56,
"grad_norm": 0.22692303359508514,
"learning_rate": 0.00013930250316539238,
"loss": 2.0193,
"step": 46
},
{
"epoch": 1.5936842105263158,
"grad_norm": 0.23916593194007874,
"learning_rate": 0.0001351374824081343,
"loss": 1.9436,
"step": 47
},
{
"epoch": 1.6273684210526316,
"grad_norm": 0.2340150773525238,
"learning_rate": 0.00013090169943749476,
"loss": 1.9656,
"step": 48
},
{
"epoch": 1.6610526315789473,
"grad_norm": 0.23769573867321014,
"learning_rate": 0.00012660368455666752,
"loss": 1.9992,
"step": 49
},
{
"epoch": 1.694736842105263,
"grad_norm": 0.227084219455719,
"learning_rate": 0.00012225209339563145,
"loss": 2.0096,
"step": 50
},
{
"epoch": 1.694736842105263,
"eval_loss": 2.0874733924865723,
"eval_runtime": 51.8934,
"eval_samples_per_second": 1.927,
"eval_steps_per_second": 0.964,
"step": 50
},
{
"epoch": 1.728421052631579,
"grad_norm": 0.2218991219997406,
"learning_rate": 0.00011785568947986367,
"loss": 1.9305,
"step": 51
},
{
"epoch": 1.7621052631578946,
"grad_norm": 0.2461809664964676,
"learning_rate": 0.00011342332658176555,
"loss": 1.9155,
"step": 52
},
{
"epoch": 1.7957894736842106,
"grad_norm": 0.246916726231575,
"learning_rate": 0.00010896393089034336,
"loss": 1.9407,
"step": 53
},
{
"epoch": 1.8294736842105264,
"grad_norm": 0.23680198192596436,
"learning_rate": 0.00010448648303505151,
"loss": 1.8634,
"step": 54
},
{
"epoch": 1.8631578947368421,
"grad_norm": 0.2648875117301941,
"learning_rate": 0.0001,
"loss": 2.0646,
"step": 55
},
{
"epoch": 1.8968421052631579,
"grad_norm": 0.24859718978405,
"learning_rate": 9.551351696494854e-05,
"loss": 1.9494,
"step": 56
},
{
"epoch": 1.9305263157894736,
"grad_norm": 0.26295167207717896,
"learning_rate": 9.103606910965666e-05,
"loss": 1.9067,
"step": 57
},
{
"epoch": 1.9642105263157896,
"grad_norm": 0.24121926724910736,
"learning_rate": 8.657667341823448e-05,
"loss": 1.9897,
"step": 58
},
{
"epoch": 2.008421052631579,
"grad_norm": 0.4270052909851074,
"learning_rate": 8.214431052013634e-05,
"loss": 3.2422,
"step": 59
},
{
"epoch": 2.042105263157895,
"grad_norm": 0.2644731402397156,
"learning_rate": 7.774790660436858e-05,
"loss": 1.8985,
"step": 60
},
{
"epoch": 2.0757894736842104,
"grad_norm": 0.26980847120285034,
"learning_rate": 7.339631544333249e-05,
"loss": 1.8777,
"step": 61
},
{
"epoch": 2.1094736842105264,
"grad_norm": 0.25031837821006775,
"learning_rate": 6.909830056250527e-05,
"loss": 1.8957,
"step": 62
},
{
"epoch": 2.143157894736842,
"grad_norm": 0.2601235806941986,
"learning_rate": 6.486251759186572e-05,
"loss": 1.8774,
"step": 63
},
{
"epoch": 2.176842105263158,
"grad_norm": 0.27925577759742737,
"learning_rate": 6.069749683460765e-05,
"loss": 1.8837,
"step": 64
},
{
"epoch": 2.2105263157894735,
"grad_norm": 0.2980926036834717,
"learning_rate": 5.6611626088244194e-05,
"loss": 1.8308,
"step": 65
},
{
"epoch": 2.2442105263157894,
"grad_norm": 0.3060623109340668,
"learning_rate": 5.261313375270014e-05,
"loss": 1.8415,
"step": 66
},
{
"epoch": 2.2778947368421054,
"grad_norm": 0.2616610825061798,
"learning_rate": 4.87100722594094e-05,
"loss": 1.8877,
"step": 67
},
{
"epoch": 2.311578947368421,
"grad_norm": 0.26330044865608215,
"learning_rate": 4.491030185478976e-05,
"loss": 1.9152,
"step": 68
},
{
"epoch": 2.345263157894737,
"grad_norm": 0.2531837224960327,
"learning_rate": 4.12214747707527e-05,
"loss": 1.753,
"step": 69
},
{
"epoch": 2.3789473684210525,
"grad_norm": 0.29288211464881897,
"learning_rate": 3.7651019814126654e-05,
"loss": 1.8325,
"step": 70
},
{
"epoch": 2.4126315789473685,
"grad_norm": 0.2796313762664795,
"learning_rate": 3.4206127406028745e-05,
"loss": 1.8628,
"step": 71
},
{
"epoch": 2.446315789473684,
"grad_norm": 0.2576499283313751,
"learning_rate": 3.089373510131354e-05,
"loss": 1.8157,
"step": 72
},
{
"epoch": 2.48,
"grad_norm": 0.26932939887046814,
"learning_rate": 2.7720513617260856e-05,
"loss": 1.7607,
"step": 73
},
{
"epoch": 2.513684210526316,
"grad_norm": 0.2623027563095093,
"learning_rate": 2.4692853399638917e-05,
"loss": 1.8798,
"step": 74
},
{
"epoch": 2.5473684210526315,
"grad_norm": 0.2754516005516052,
"learning_rate": 2.181685175319702e-05,
"loss": 1.8257,
"step": 75
},
{
"epoch": 2.5473684210526315,
"eval_loss": 2.1104278564453125,
"eval_runtime": 51.5518,
"eval_samples_per_second": 1.94,
"eval_steps_per_second": 0.97,
"step": 75
},
{
"epoch": 2.5810526315789475,
"grad_norm": 0.2684014141559601,
"learning_rate": 1.9098300562505266e-05,
"loss": 1.8146,
"step": 76
},
{
"epoch": 2.614736842105263,
"grad_norm": 0.27565282583236694,
"learning_rate": 1.6542674627869737e-05,
"loss": 1.9054,
"step": 77
},
{
"epoch": 2.648421052631579,
"grad_norm": 0.27578240633010864,
"learning_rate": 1.415512063981339e-05,
"loss": 1.8384,
"step": 78
},
{
"epoch": 2.6821052631578945,
"grad_norm": 0.2741873264312744,
"learning_rate": 1.19404468143262e-05,
"loss": 1.7925,
"step": 79
},
{
"epoch": 2.7157894736842105,
"grad_norm": 0.28904208540916443,
"learning_rate": 9.903113209758096e-06,
"loss": 1.8668,
"step": 80
},
{
"epoch": 2.7494736842105265,
"grad_norm": 0.291592538356781,
"learning_rate": 8.047222744854943e-06,
"loss": 1.8642,
"step": 81
},
{
"epoch": 2.783157894736842,
"grad_norm": 0.287810742855072,
"learning_rate": 6.37651293602628e-06,
"loss": 1.8866,
"step": 82
},
{
"epoch": 2.816842105263158,
"grad_norm": 0.28119951486587524,
"learning_rate": 4.8943483704846475e-06,
"loss": 1.7627,
"step": 83
},
{
"epoch": 2.8505263157894736,
"grad_norm": 0.26779597997665405,
"learning_rate": 3.6037139304146762e-06,
"loss": 1.9118,
"step": 84
},
{
"epoch": 2.8842105263157896,
"grad_norm": 0.2809458374977112,
"learning_rate": 2.5072087818176382e-06,
"loss": 1.9202,
"step": 85
},
{
"epoch": 2.917894736842105,
"grad_norm": 0.27657240629196167,
"learning_rate": 1.6070411401370334e-06,
"loss": 1.7985,
"step": 86
},
{
"epoch": 2.951578947368421,
"grad_norm": 0.2845059335231781,
"learning_rate": 9.0502382320653e-07,
"loss": 1.7862,
"step": 87
},
{
"epoch": 2.985263157894737,
"grad_norm": 0.4435933828353882,
"learning_rate": 4.025706004760932e-07,
"loss": 2.6286,
"step": 88
},
{
"epoch": 3.0294736842105263,
"grad_norm": 0.3721281886100769,
"learning_rate": 1.0069334586854107e-07,
"loss": 2.1659,
"step": 89
},
{
"epoch": 3.0631578947368423,
"grad_norm": 0.2612936794757843,
"learning_rate": 0.0,
"loss": 1.8654,
"step": 90
}
],
"logging_steps": 1,
"max_steps": 90,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 8,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.0742550511170355e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}