lesso11's picture
Training in progress, step 75, checkpoint
c4f892e verified
raw
history blame
15.6 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.0025083192588752695,
"eval_steps": 9,
"global_step": 75,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 3.3444256785003593e-05,
"grad_norm": 4.028215408325195,
"learning_rate": 1e-05,
"loss": 3.5489,
"step": 1
},
{
"epoch": 3.3444256785003593e-05,
"eval_loss": 3.722480297088623,
"eval_runtime": 2739.1214,
"eval_samples_per_second": 9.193,
"eval_steps_per_second": 1.149,
"step": 1
},
{
"epoch": 6.688851357000719e-05,
"grad_norm": 4.290927886962891,
"learning_rate": 2e-05,
"loss": 3.6949,
"step": 2
},
{
"epoch": 0.00010033277035501078,
"grad_norm": 4.205336570739746,
"learning_rate": 3e-05,
"loss": 3.5552,
"step": 3
},
{
"epoch": 0.00013377702714001437,
"grad_norm": 4.705852508544922,
"learning_rate": 4e-05,
"loss": 3.9999,
"step": 4
},
{
"epoch": 0.00016722128392501797,
"grad_norm": 4.193447589874268,
"learning_rate": 5e-05,
"loss": 3.3292,
"step": 5
},
{
"epoch": 0.00020066554071002156,
"grad_norm": 4.9734721183776855,
"learning_rate": 6e-05,
"loss": 3.9245,
"step": 6
},
{
"epoch": 0.00023410979749502515,
"grad_norm": 5.040078163146973,
"learning_rate": 7e-05,
"loss": 3.5262,
"step": 7
},
{
"epoch": 0.00026755405428002875,
"grad_norm": 3.55013370513916,
"learning_rate": 8e-05,
"loss": 3.2288,
"step": 8
},
{
"epoch": 0.00030099831106503237,
"grad_norm": 3.3910467624664307,
"learning_rate": 9e-05,
"loss": 3.0514,
"step": 9
},
{
"epoch": 0.00030099831106503237,
"eval_loss": 2.8550124168395996,
"eval_runtime": 2745.5024,
"eval_samples_per_second": 9.171,
"eval_steps_per_second": 1.147,
"step": 9
},
{
"epoch": 0.00033444256785003593,
"grad_norm": 3.46765398979187,
"learning_rate": 0.0001,
"loss": 2.8576,
"step": 10
},
{
"epoch": 0.00036788682463503956,
"grad_norm": 3.2942867279052734,
"learning_rate": 9.99695413509548e-05,
"loss": 2.7446,
"step": 11
},
{
"epoch": 0.0004013310814200431,
"grad_norm": 3.2802114486694336,
"learning_rate": 9.987820251299122e-05,
"loss": 2.4887,
"step": 12
},
{
"epoch": 0.00043477533820504674,
"grad_norm": 3.1480672359466553,
"learning_rate": 9.972609476841367e-05,
"loss": 2.4346,
"step": 13
},
{
"epoch": 0.0004682195949900503,
"grad_norm": 3.0352845191955566,
"learning_rate": 9.951340343707852e-05,
"loss": 2.1358,
"step": 14
},
{
"epoch": 0.0005016638517750539,
"grad_norm": 2.5337398052215576,
"learning_rate": 9.924038765061042e-05,
"loss": 1.797,
"step": 15
},
{
"epoch": 0.0005351081085600575,
"grad_norm": 2.5257315635681152,
"learning_rate": 9.890738003669029e-05,
"loss": 1.66,
"step": 16
},
{
"epoch": 0.0005685523653450611,
"grad_norm": 2.703648567199707,
"learning_rate": 9.851478631379982e-05,
"loss": 1.5367,
"step": 17
},
{
"epoch": 0.0006019966221300647,
"grad_norm": 3.4314801692962646,
"learning_rate": 9.806308479691595e-05,
"loss": 1.6421,
"step": 18
},
{
"epoch": 0.0006019966221300647,
"eval_loss": 1.629733681678772,
"eval_runtime": 2742.8537,
"eval_samples_per_second": 9.18,
"eval_steps_per_second": 1.148,
"step": 18
},
{
"epoch": 0.0006354408789150684,
"grad_norm": 3.213797092437744,
"learning_rate": 9.755282581475769e-05,
"loss": 1.591,
"step": 19
},
{
"epoch": 0.0006688851357000719,
"grad_norm": 2.8766260147094727,
"learning_rate": 9.698463103929542e-05,
"loss": 1.5007,
"step": 20
},
{
"epoch": 0.0007023293924850755,
"grad_norm": 3.298490285873413,
"learning_rate": 9.635919272833938e-05,
"loss": 1.6326,
"step": 21
},
{
"epoch": 0.0007357736492700791,
"grad_norm": 3.046107530593872,
"learning_rate": 9.567727288213005e-05,
"loss": 1.6194,
"step": 22
},
{
"epoch": 0.0007692179060550827,
"grad_norm": 3.1948232650756836,
"learning_rate": 9.493970231495835e-05,
"loss": 1.466,
"step": 23
},
{
"epoch": 0.0008026621628400862,
"grad_norm": 3.6307601928710938,
"learning_rate": 9.414737964294636e-05,
"loss": 1.5915,
"step": 24
},
{
"epoch": 0.0008361064196250899,
"grad_norm": 3.745431423187256,
"learning_rate": 9.330127018922194e-05,
"loss": 1.6644,
"step": 25
},
{
"epoch": 0.0008695506764100935,
"grad_norm": 3.1015143394470215,
"learning_rate": 9.24024048078213e-05,
"loss": 1.4194,
"step": 26
},
{
"epoch": 0.0009029949331950971,
"grad_norm": 2.8244731426239014,
"learning_rate": 9.145187862775209e-05,
"loss": 1.3943,
"step": 27
},
{
"epoch": 0.0009029949331950971,
"eval_loss": 1.4489030838012695,
"eval_runtime": 2740.1542,
"eval_samples_per_second": 9.189,
"eval_steps_per_second": 1.149,
"step": 27
},
{
"epoch": 0.0009364391899801006,
"grad_norm": 2.156521797180176,
"learning_rate": 9.045084971874738e-05,
"loss": 1.21,
"step": 28
},
{
"epoch": 0.0009698834467651042,
"grad_norm": 2.6699202060699463,
"learning_rate": 8.940053768033609e-05,
"loss": 1.4729,
"step": 29
},
{
"epoch": 0.0010033277035501078,
"grad_norm": 2.460568904876709,
"learning_rate": 8.83022221559489e-05,
"loss": 1.5675,
"step": 30
},
{
"epoch": 0.0010367719603351115,
"grad_norm": 2.557603120803833,
"learning_rate": 8.715724127386972e-05,
"loss": 1.5623,
"step": 31
},
{
"epoch": 0.001070216217120115,
"grad_norm": 2.9280195236206055,
"learning_rate": 8.596699001693255e-05,
"loss": 1.4773,
"step": 32
},
{
"epoch": 0.0011036604739051187,
"grad_norm": 2.2872281074523926,
"learning_rate": 8.473291852294987e-05,
"loss": 1.2972,
"step": 33
},
{
"epoch": 0.0011371047306901222,
"grad_norm": 1.872541904449463,
"learning_rate": 8.345653031794292e-05,
"loss": 1.3728,
"step": 34
},
{
"epoch": 0.0011705489874751257,
"grad_norm": 1.8109902143478394,
"learning_rate": 8.213938048432697e-05,
"loss": 1.2932,
"step": 35
},
{
"epoch": 0.0012039932442601295,
"grad_norm": 2.0873613357543945,
"learning_rate": 8.07830737662829e-05,
"loss": 1.3242,
"step": 36
},
{
"epoch": 0.0012039932442601295,
"eval_loss": 1.4143481254577637,
"eval_runtime": 2741.3995,
"eval_samples_per_second": 9.185,
"eval_steps_per_second": 1.148,
"step": 36
},
{
"epoch": 0.001237437501045133,
"grad_norm": 2.4181251525878906,
"learning_rate": 7.938926261462366e-05,
"loss": 1.4656,
"step": 37
},
{
"epoch": 0.0012708817578301367,
"grad_norm": 2.4675228595733643,
"learning_rate": 7.795964517353735e-05,
"loss": 1.4617,
"step": 38
},
{
"epoch": 0.0013043260146151402,
"grad_norm": 2.8824567794799805,
"learning_rate": 7.649596321166024e-05,
"loss": 1.5205,
"step": 39
},
{
"epoch": 0.0013377702714001437,
"grad_norm": 2.1439270973205566,
"learning_rate": 7.500000000000001e-05,
"loss": 1.3624,
"step": 40
},
{
"epoch": 0.0013712145281851475,
"grad_norm": 2.3218116760253906,
"learning_rate": 7.347357813929454e-05,
"loss": 1.4908,
"step": 41
},
{
"epoch": 0.001404658784970151,
"grad_norm": 2.236236572265625,
"learning_rate": 7.191855733945387e-05,
"loss": 1.2628,
"step": 42
},
{
"epoch": 0.0014381030417551545,
"grad_norm": 1.9307564496994019,
"learning_rate": 7.033683215379002e-05,
"loss": 1.3752,
"step": 43
},
{
"epoch": 0.0014715472985401582,
"grad_norm": 1.8109971284866333,
"learning_rate": 6.873032967079561e-05,
"loss": 1.3783,
"step": 44
},
{
"epoch": 0.0015049915553251617,
"grad_norm": 1.8418580293655396,
"learning_rate": 6.710100716628344e-05,
"loss": 1.3572,
"step": 45
},
{
"epoch": 0.0015049915553251617,
"eval_loss": 1.3692147731781006,
"eval_runtime": 2741.1491,
"eval_samples_per_second": 9.186,
"eval_steps_per_second": 1.148,
"step": 45
},
{
"epoch": 0.0015384358121101655,
"grad_norm": 1.9104599952697754,
"learning_rate": 6.545084971874738e-05,
"loss": 1.2735,
"step": 46
},
{
"epoch": 0.001571880068895169,
"grad_norm": 2.1751577854156494,
"learning_rate": 6.378186779084995e-05,
"loss": 1.3924,
"step": 47
},
{
"epoch": 0.0016053243256801725,
"grad_norm": 1.5567160844802856,
"learning_rate": 6.209609477998338e-05,
"loss": 1.3338,
"step": 48
},
{
"epoch": 0.0016387685824651762,
"grad_norm": 1.7269301414489746,
"learning_rate": 6.0395584540887963e-05,
"loss": 1.3239,
"step": 49
},
{
"epoch": 0.0016722128392501797,
"grad_norm": 1.800885558128357,
"learning_rate": 5.868240888334653e-05,
"loss": 1.3558,
"step": 50
},
{
"epoch": 0.0017056570960351835,
"grad_norm": 2.009683132171631,
"learning_rate": 5.695865504800327e-05,
"loss": 1.3781,
"step": 51
},
{
"epoch": 0.001739101352820187,
"grad_norm": 1.7342225313186646,
"learning_rate": 5.522642316338268e-05,
"loss": 1.5557,
"step": 52
},
{
"epoch": 0.0017725456096051905,
"grad_norm": 1.5290874242782593,
"learning_rate": 5.348782368720626e-05,
"loss": 1.3127,
"step": 53
},
{
"epoch": 0.0018059898663901942,
"grad_norm": 1.653159499168396,
"learning_rate": 5.174497483512506e-05,
"loss": 1.1634,
"step": 54
},
{
"epoch": 0.0018059898663901942,
"eval_loss": 1.3522837162017822,
"eval_runtime": 2739.9035,
"eval_samples_per_second": 9.19,
"eval_steps_per_second": 1.149,
"step": 54
},
{
"epoch": 0.0018394341231751977,
"grad_norm": 1.6415021419525146,
"learning_rate": 5e-05,
"loss": 1.4116,
"step": 55
},
{
"epoch": 0.0018728783799602012,
"grad_norm": 1.749309778213501,
"learning_rate": 4.825502516487497e-05,
"loss": 1.4152,
"step": 56
},
{
"epoch": 0.001906322636745205,
"grad_norm": 1.564772367477417,
"learning_rate": 4.6512176312793736e-05,
"loss": 1.417,
"step": 57
},
{
"epoch": 0.0019397668935302085,
"grad_norm": 1.849936842918396,
"learning_rate": 4.477357683661734e-05,
"loss": 1.3394,
"step": 58
},
{
"epoch": 0.001973211150315212,
"grad_norm": 1.7286560535430908,
"learning_rate": 4.3041344951996746e-05,
"loss": 1.5013,
"step": 59
},
{
"epoch": 0.0020066554071002155,
"grad_norm": 1.9632574319839478,
"learning_rate": 4.131759111665349e-05,
"loss": 1.3443,
"step": 60
},
{
"epoch": 0.0020400996638852194,
"grad_norm": 1.7394282817840576,
"learning_rate": 3.960441545911204e-05,
"loss": 1.3558,
"step": 61
},
{
"epoch": 0.002073543920670223,
"grad_norm": 2.260873794555664,
"learning_rate": 3.790390522001662e-05,
"loss": 1.3278,
"step": 62
},
{
"epoch": 0.0021069881774552265,
"grad_norm": 1.8529855012893677,
"learning_rate": 3.6218132209150045e-05,
"loss": 1.2319,
"step": 63
},
{
"epoch": 0.0021069881774552265,
"eval_loss": 1.3400989770889282,
"eval_runtime": 2741.0245,
"eval_samples_per_second": 9.186,
"eval_steps_per_second": 1.148,
"step": 63
},
{
"epoch": 0.00214043243424023,
"grad_norm": 1.778730034828186,
"learning_rate": 3.4549150281252636e-05,
"loss": 1.3719,
"step": 64
},
{
"epoch": 0.0021738766910252335,
"grad_norm": 1.7320828437805176,
"learning_rate": 3.289899283371657e-05,
"loss": 1.3139,
"step": 65
},
{
"epoch": 0.0022073209478102374,
"grad_norm": 1.8604722023010254,
"learning_rate": 3.12696703292044e-05,
"loss": 1.1788,
"step": 66
},
{
"epoch": 0.002240765204595241,
"grad_norm": 2.2654762268066406,
"learning_rate": 2.9663167846209998e-05,
"loss": 1.4146,
"step": 67
},
{
"epoch": 0.0022742094613802445,
"grad_norm": 1.7686560153961182,
"learning_rate": 2.8081442660546125e-05,
"loss": 1.2696,
"step": 68
},
{
"epoch": 0.002307653718165248,
"grad_norm": 1.5691628456115723,
"learning_rate": 2.6526421860705473e-05,
"loss": 1.2514,
"step": 69
},
{
"epoch": 0.0023410979749502515,
"grad_norm": 1.543271541595459,
"learning_rate": 2.500000000000001e-05,
"loss": 1.4583,
"step": 70
},
{
"epoch": 0.0023745422317352554,
"grad_norm": 1.897420048713684,
"learning_rate": 2.350403678833976e-05,
"loss": 1.3972,
"step": 71
},
{
"epoch": 0.002407986488520259,
"grad_norm": 1.782452940940857,
"learning_rate": 2.2040354826462668e-05,
"loss": 1.4984,
"step": 72
},
{
"epoch": 0.002407986488520259,
"eval_loss": 1.331598162651062,
"eval_runtime": 2742.8962,
"eval_samples_per_second": 9.18,
"eval_steps_per_second": 1.148,
"step": 72
},
{
"epoch": 0.0024414307453052625,
"grad_norm": 1.812255620956421,
"learning_rate": 2.061073738537635e-05,
"loss": 1.3558,
"step": 73
},
{
"epoch": 0.002474875002090266,
"grad_norm": 1.7149916887283325,
"learning_rate": 1.9216926233717085e-05,
"loss": 1.2338,
"step": 74
},
{
"epoch": 0.0025083192588752695,
"grad_norm": 1.5673575401306152,
"learning_rate": 1.7860619515673033e-05,
"loss": 1.5045,
"step": 75
}
],
"logging_steps": 1,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 5.56415462670336e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}