0x1202's picture
Training in progress, epoch 0, checkpoint
0be8529 verified
raw
history blame
15.7 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.8634646519158122,
"eval_steps": 100,
"global_step": 400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0021586616297895305,
"eval_loss": 1.4607058763504028,
"eval_runtime": 15.8449,
"eval_samples_per_second": 12.307,
"eval_steps_per_second": 6.185,
"step": 1
},
{
"epoch": 0.010793308148947653,
"grad_norm": 10.714120864868164,
"learning_rate": 1.6666666666666667e-05,
"loss": 2.7678,
"step": 5
},
{
"epoch": 0.021586616297895305,
"grad_norm": 16.979589462280273,
"learning_rate": 3.3333333333333335e-05,
"loss": 3.0718,
"step": 10
},
{
"epoch": 0.032379924446842956,
"grad_norm": 13.034200668334961,
"learning_rate": 5e-05,
"loss": 2.3931,
"step": 15
},
{
"epoch": 0.04317323259579061,
"grad_norm": 11.763636589050293,
"learning_rate": 6.666666666666667e-05,
"loss": 0.7464,
"step": 20
},
{
"epoch": 0.053966540744738264,
"grad_norm": 13.58657169342041,
"learning_rate": 8.333333333333334e-05,
"loss": 0.1455,
"step": 25
},
{
"epoch": 0.06475984889368591,
"grad_norm": 4.897015571594238,
"learning_rate": 0.0001,
"loss": 0.3329,
"step": 30
},
{
"epoch": 0.07555315704263357,
"grad_norm": 11.031070709228516,
"learning_rate": 9.995494831023409e-05,
"loss": 0.1538,
"step": 35
},
{
"epoch": 0.08634646519158122,
"grad_norm": 3.7399301528930664,
"learning_rate": 9.981987442712633e-05,
"loss": 0.1843,
"step": 40
},
{
"epoch": 0.09713977334052887,
"grad_norm": 13.98750114440918,
"learning_rate": 9.959502176294383e-05,
"loss": 0.1598,
"step": 45
},
{
"epoch": 0.10793308148947653,
"grad_norm": 4.850798606872559,
"learning_rate": 9.928079551738543e-05,
"loss": 0.1192,
"step": 50
},
{
"epoch": 0.11872638963842418,
"grad_norm": 4.3721442222595215,
"learning_rate": 9.887776194738432e-05,
"loss": 0.0531,
"step": 55
},
{
"epoch": 0.12951969778737182,
"grad_norm": 2.2560079097747803,
"learning_rate": 9.838664734667495e-05,
"loss": 0.0253,
"step": 60
},
{
"epoch": 0.14031300593631948,
"grad_norm": 0.05000563710927963,
"learning_rate": 9.780833673696254e-05,
"loss": 0.004,
"step": 65
},
{
"epoch": 0.15110631408526715,
"grad_norm": 24.105127334594727,
"learning_rate": 9.714387227305422e-05,
"loss": 0.029,
"step": 70
},
{
"epoch": 0.16189962223421478,
"grad_norm": 0.44868168234825134,
"learning_rate": 9.639445136482548e-05,
"loss": 0.0174,
"step": 75
},
{
"epoch": 0.17269293038316244,
"grad_norm": 0.05608593299984932,
"learning_rate": 9.55614245194068e-05,
"loss": 0.0005,
"step": 80
},
{
"epoch": 0.1834862385321101,
"grad_norm": 2.6503210067749023,
"learning_rate": 9.464629290747842e-05,
"loss": 0.0557,
"step": 85
},
{
"epoch": 0.19427954668105774,
"grad_norm": 24.43099021911621,
"learning_rate": 9.365070565805941e-05,
"loss": 0.0581,
"step": 90
},
{
"epoch": 0.2050728548300054,
"grad_norm": 0.019484924152493477,
"learning_rate": 9.257645688666556e-05,
"loss": 0.1835,
"step": 95
},
{
"epoch": 0.21586616297895306,
"grad_norm": 0.16496644914150238,
"learning_rate": 9.142548246219212e-05,
"loss": 0.0975,
"step": 100
},
{
"epoch": 0.21586616297895306,
"eval_loss": 0.007833840325474739,
"eval_runtime": 16.1967,
"eval_samples_per_second": 12.039,
"eval_steps_per_second": 6.051,
"step": 100
},
{
"epoch": 0.2266594711279007,
"grad_norm": 0.5707283616065979,
"learning_rate": 9.019985651834703e-05,
"loss": 0.0485,
"step": 105
},
{
"epoch": 0.23745277927684835,
"grad_norm": 1.5518710613250732,
"learning_rate": 8.890178771592199e-05,
"loss": 0.0304,
"step": 110
},
{
"epoch": 0.248246087425796,
"grad_norm": 0.15097752213478088,
"learning_rate": 8.753361526263621e-05,
"loss": 0.0489,
"step": 115
},
{
"epoch": 0.25903939557474365,
"grad_norm": 0.09341863542795181,
"learning_rate": 8.609780469772623e-05,
"loss": 0.0663,
"step": 120
},
{
"epoch": 0.26983270372369134,
"grad_norm": 4.45965576171875,
"learning_rate": 8.459694344887732e-05,
"loss": 0.0634,
"step": 125
},
{
"epoch": 0.28062601187263897,
"grad_norm": 0.03669450059533119,
"learning_rate": 8.303373616950408e-05,
"loss": 0.0033,
"step": 130
},
{
"epoch": 0.2914193200215866,
"grad_norm": 0.00979743991047144,
"learning_rate": 8.141099986478212e-05,
"loss": 0.0031,
"step": 135
},
{
"epoch": 0.3022126281705343,
"grad_norm": 4.463639259338379,
"learning_rate": 7.973165881521434e-05,
"loss": 0.0866,
"step": 140
},
{
"epoch": 0.3130059363194819,
"grad_norm": 22.530567169189453,
"learning_rate": 7.799873930687978e-05,
"loss": 0.0558,
"step": 145
},
{
"epoch": 0.32379924446842956,
"grad_norm": 0.10999006032943726,
"learning_rate": 7.621536417786159e-05,
"loss": 0.0566,
"step": 150
},
{
"epoch": 0.33459255261737725,
"grad_norm": 1.8067408800125122,
"learning_rate": 7.438474719068173e-05,
"loss": 0.0178,
"step": 155
},
{
"epoch": 0.3453858607663249,
"grad_norm": 0.04744194447994232,
"learning_rate": 7.251018724088367e-05,
"loss": 0.0054,
"step": 160
},
{
"epoch": 0.3561791689152725,
"grad_norm": 1.6452178955078125,
"learning_rate": 7.059506241219965e-05,
"loss": 0.0072,
"step": 165
},
{
"epoch": 0.3669724770642202,
"grad_norm": 5.83623743057251,
"learning_rate": 6.864282388901544e-05,
"loss": 0.0357,
"step": 170
},
{
"epoch": 0.37776578521316784,
"grad_norm": 0.008103343658149242,
"learning_rate": 6.665698973710288e-05,
"loss": 0.0034,
"step": 175
},
{
"epoch": 0.38855909336211547,
"grad_norm": 0.008926725946366787,
"learning_rate": 6.464113856382752e-05,
"loss": 0.0003,
"step": 180
},
{
"epoch": 0.39935240151106316,
"grad_norm": 0.4430943727493286,
"learning_rate": 6.259890306925627e-05,
"loss": 0.0012,
"step": 185
},
{
"epoch": 0.4101457096600108,
"grad_norm": 1.2495324611663818,
"learning_rate": 6.0533963499786314e-05,
"loss": 0.0074,
"step": 190
},
{
"epoch": 0.4209390178089584,
"grad_norm": 0.028867028653621674,
"learning_rate": 5.8450041016092464e-05,
"loss": 0.0006,
"step": 195
},
{
"epoch": 0.4317323259579061,
"grad_norm": 0.28853410482406616,
"learning_rate": 5.6350890987343944e-05,
"loss": 0.0016,
"step": 200
},
{
"epoch": 0.4317323259579061,
"eval_loss": 0.002732636407017708,
"eval_runtime": 16.2748,
"eval_samples_per_second": 11.982,
"eval_steps_per_second": 6.022,
"step": 200
},
{
"epoch": 0.44252563410685375,
"grad_norm": 0.9760282039642334,
"learning_rate": 5.4240296223775465e-05,
"loss": 0.0018,
"step": 205
},
{
"epoch": 0.4533189422558014,
"grad_norm": 0.012445294298231602,
"learning_rate": 5.212206015980742e-05,
"loss": 0.0012,
"step": 210
},
{
"epoch": 0.46411225040474907,
"grad_norm": 0.027542708441615105,
"learning_rate": 5e-05,
"loss": 0.0004,
"step": 215
},
{
"epoch": 0.4749055585536967,
"grad_norm": 0.011909710243344307,
"learning_rate": 4.78779398401926e-05,
"loss": 0.0246,
"step": 220
},
{
"epoch": 0.48569886670264434,
"grad_norm": 3.801331043243408,
"learning_rate": 4.575970377622456e-05,
"loss": 0.0292,
"step": 225
},
{
"epoch": 0.496492174851592,
"grad_norm": 0.030169179663062096,
"learning_rate": 4.364910901265606e-05,
"loss": 0.036,
"step": 230
},
{
"epoch": 0.5072854830005397,
"grad_norm": 0.024300722405314445,
"learning_rate": 4.1549958983907555e-05,
"loss": 0.0002,
"step": 235
},
{
"epoch": 0.5180787911494873,
"grad_norm": 0.0078019872307777405,
"learning_rate": 3.94660365002137e-05,
"loss": 0.0023,
"step": 240
},
{
"epoch": 0.5288720992984349,
"grad_norm": 1.6584054231643677,
"learning_rate": 3.740109693074375e-05,
"loss": 0.0025,
"step": 245
},
{
"epoch": 0.5396654074473827,
"grad_norm": 16.714975357055664,
"learning_rate": 3.5358861436172485e-05,
"loss": 0.0681,
"step": 250
},
{
"epoch": 0.5504587155963303,
"grad_norm": 3.540844440460205,
"learning_rate": 3.334301026289712e-05,
"loss": 0.0674,
"step": 255
},
{
"epoch": 0.5612520237452779,
"grad_norm": 0.04804408550262451,
"learning_rate": 3.135717611098458e-05,
"loss": 0.0372,
"step": 260
},
{
"epoch": 0.5720453318942256,
"grad_norm": 0.014452624134719372,
"learning_rate": 2.9404937587800375e-05,
"loss": 0.0004,
"step": 265
},
{
"epoch": 0.5828386400431732,
"grad_norm": 0.03764789551496506,
"learning_rate": 2.748981275911633e-05,
"loss": 0.0005,
"step": 270
},
{
"epoch": 0.5936319481921208,
"grad_norm": 0.08727376908063889,
"learning_rate": 2.5615252809318284e-05,
"loss": 0.0005,
"step": 275
},
{
"epoch": 0.6044252563410686,
"grad_norm": 0.025368178263306618,
"learning_rate": 2.3784635822138424e-05,
"loss": 0.0005,
"step": 280
},
{
"epoch": 0.6152185644900162,
"grad_norm": 0.033766236156225204,
"learning_rate": 2.2001260693120233e-05,
"loss": 0.0011,
"step": 285
},
{
"epoch": 0.6260118726389639,
"grad_norm": 1.3521661758422852,
"learning_rate": 2.026834118478567e-05,
"loss": 0.0021,
"step": 290
},
{
"epoch": 0.6368051807879115,
"grad_norm": 0.02496200241148472,
"learning_rate": 1.858900013521788e-05,
"loss": 0.0006,
"step": 295
},
{
"epoch": 0.6475984889368591,
"grad_norm": 0.019956547766923904,
"learning_rate": 1.6966263830495936e-05,
"loss": 0.0009,
"step": 300
},
{
"epoch": 0.6475984889368591,
"eval_loss": 0.0026158045511692762,
"eval_runtime": 16.2813,
"eval_samples_per_second": 11.977,
"eval_steps_per_second": 6.019,
"step": 300
},
{
"epoch": 0.6583917970858068,
"grad_norm": 0.23486492037773132,
"learning_rate": 1.5403056551122697e-05,
"loss": 0.0017,
"step": 305
},
{
"epoch": 0.6691851052347545,
"grad_norm": 8.54863166809082,
"learning_rate": 1.3902195302273779e-05,
"loss": 0.0329,
"step": 310
},
{
"epoch": 0.6799784133837021,
"grad_norm": 0.19243143498897552,
"learning_rate": 1.246638473736378e-05,
"loss": 0.0098,
"step": 315
},
{
"epoch": 0.6907717215326498,
"grad_norm": 0.023138998076319695,
"learning_rate": 1.1098212284078036e-05,
"loss": 0.0364,
"step": 320
},
{
"epoch": 0.7015650296815974,
"grad_norm": 0.01772366650402546,
"learning_rate": 9.800143481652979e-06,
"loss": 0.0048,
"step": 325
},
{
"epoch": 0.712358337830545,
"grad_norm": 0.012253678403794765,
"learning_rate": 8.574517537807897e-06,
"loss": 0.0003,
"step": 330
},
{
"epoch": 0.7231516459794927,
"grad_norm": 0.4814263880252838,
"learning_rate": 7.423543113334436e-06,
"loss": 0.0143,
"step": 335
},
{
"epoch": 0.7339449541284404,
"grad_norm": 0.007275492884218693,
"learning_rate": 6.349294341940593e-06,
"loss": 0.0016,
"step": 340
},
{
"epoch": 0.744738262277388,
"grad_norm": 0.6222500801086426,
"learning_rate": 5.353707092521582e-06,
"loss": 0.0009,
"step": 345
},
{
"epoch": 0.7555315704263357,
"grad_norm": 95.98480224609375,
"learning_rate": 4.43857548059321e-06,
"loss": 0.0666,
"step": 350
},
{
"epoch": 0.7663248785752833,
"grad_norm": 1.1413521766662598,
"learning_rate": 3.605548635174533e-06,
"loss": 0.0031,
"step": 355
},
{
"epoch": 0.7771181867242309,
"grad_norm": 7.497922420501709,
"learning_rate": 2.85612772694579e-06,
"loss": 0.0081,
"step": 360
},
{
"epoch": 0.7879114948731786,
"grad_norm": 0.18039092421531677,
"learning_rate": 2.191663263037458e-06,
"loss": 0.0416,
"step": 365
},
{
"epoch": 0.7987048030221263,
"grad_norm": 0.9556758999824524,
"learning_rate": 1.6133526533250565e-06,
"loss": 0.0296,
"step": 370
},
{
"epoch": 0.809498111171074,
"grad_norm": 0.2905849516391754,
"learning_rate": 1.1222380526156928e-06,
"loss": 0.0012,
"step": 375
},
{
"epoch": 0.8202914193200216,
"grad_norm": 0.059283964335918427,
"learning_rate": 7.192044826145771e-07,
"loss": 0.001,
"step": 380
},
{
"epoch": 0.8310847274689692,
"grad_norm": 0.029324790462851524,
"learning_rate": 4.049782370561583e-07,
"loss": 0.0003,
"step": 385
},
{
"epoch": 0.8418780356179169,
"grad_norm": 0.014780248515307903,
"learning_rate": 1.8012557287367392e-07,
"loss": 0.0002,
"step": 390
},
{
"epoch": 0.8526713437668646,
"grad_norm": 0.052729569375514984,
"learning_rate": 4.5051689765929214e-08,
"loss": 0.0009,
"step": 395
},
{
"epoch": 0.8634646519158122,
"grad_norm": 0.5674512386322021,
"learning_rate": 0.0,
"loss": 0.0009,
"step": 400
},
{
"epoch": 0.8634646519158122,
"eval_loss": 0.0023802632931619883,
"eval_runtime": 16.2847,
"eval_samples_per_second": 11.974,
"eval_steps_per_second": 6.018,
"step": 400
}
],
"logging_steps": 5,
"max_steps": 400,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"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": 1.402138244677632e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}