prxy5604's picture
Training in progress, epoch 0, checkpoint
94238d5 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.004615766303752041,
"eval_steps": 100,
"global_step": 400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.1539415759380102e-05,
"eval_loss": 2.6116342544555664,
"eval_runtime": 963.3024,
"eval_samples_per_second": 37.879,
"eval_steps_per_second": 18.94,
"step": 1
},
{
"epoch": 5.7697078796900516e-05,
"grad_norm": 0.10074934363365173,
"learning_rate": 1.6666666666666667e-05,
"loss": 2.2267,
"step": 5
},
{
"epoch": 0.00011539415759380103,
"grad_norm": 0.13795822858810425,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.3436,
"step": 10
},
{
"epoch": 0.00017309123639070153,
"grad_norm": 0.15493352711200714,
"learning_rate": 5e-05,
"loss": 2.4926,
"step": 15
},
{
"epoch": 0.00023078831518760207,
"grad_norm": 0.19500400125980377,
"learning_rate": 6.666666666666667e-05,
"loss": 2.584,
"step": 20
},
{
"epoch": 0.0002884853939845026,
"grad_norm": 0.2148405909538269,
"learning_rate": 8.333333333333334e-05,
"loss": 2.5117,
"step": 25
},
{
"epoch": 0.00034618247278140306,
"grad_norm": 0.26830676198005676,
"learning_rate": 0.0001,
"loss": 2.5332,
"step": 30
},
{
"epoch": 0.0004038795515783036,
"grad_norm": 0.28529003262519836,
"learning_rate": 9.995494831023409e-05,
"loss": 2.5869,
"step": 35
},
{
"epoch": 0.00046157663037520413,
"grad_norm": 0.3338567614555359,
"learning_rate": 9.981987442712633e-05,
"loss": 2.5912,
"step": 40
},
{
"epoch": 0.0005192737091721046,
"grad_norm": 0.3954179584980011,
"learning_rate": 9.959502176294383e-05,
"loss": 2.5669,
"step": 45
},
{
"epoch": 0.0005769707879690051,
"grad_norm": 0.7015699148178101,
"learning_rate": 9.928079551738543e-05,
"loss": 2.7321,
"step": 50
},
{
"epoch": 0.0006346678667659057,
"grad_norm": 0.2624838054180145,
"learning_rate": 9.887776194738432e-05,
"loss": 2.1123,
"step": 55
},
{
"epoch": 0.0006923649455628061,
"grad_norm": 0.32643792033195496,
"learning_rate": 9.838664734667495e-05,
"loss": 2.1381,
"step": 60
},
{
"epoch": 0.0007500620243597067,
"grad_norm": 0.32245364785194397,
"learning_rate": 9.780833673696254e-05,
"loss": 2.1583,
"step": 65
},
{
"epoch": 0.0008077591031566072,
"grad_norm": 0.3583735227584839,
"learning_rate": 9.714387227305422e-05,
"loss": 2.1498,
"step": 70
},
{
"epoch": 0.0008654561819535077,
"grad_norm": 0.42148590087890625,
"learning_rate": 9.639445136482548e-05,
"loss": 2.1263,
"step": 75
},
{
"epoch": 0.0009231532607504083,
"grad_norm": 0.4721578359603882,
"learning_rate": 9.55614245194068e-05,
"loss": 2.1456,
"step": 80
},
{
"epoch": 0.0009808503395473088,
"grad_norm": 0.45783913135528564,
"learning_rate": 9.464629290747842e-05,
"loss": 2.0714,
"step": 85
},
{
"epoch": 0.0010385474183442092,
"grad_norm": 0.5551944971084595,
"learning_rate": 9.365070565805941e-05,
"loss": 2.0272,
"step": 90
},
{
"epoch": 0.0010962444971411097,
"grad_norm": 0.5281091332435608,
"learning_rate": 9.257645688666556e-05,
"loss": 1.8899,
"step": 95
},
{
"epoch": 0.0011539415759380103,
"grad_norm": 0.8300865888595581,
"learning_rate": 9.142548246219212e-05,
"loss": 1.8428,
"step": 100
},
{
"epoch": 0.0011539415759380103,
"eval_loss": 1.8705904483795166,
"eval_runtime": 962.77,
"eval_samples_per_second": 37.9,
"eval_steps_per_second": 18.951,
"step": 100
},
{
"epoch": 0.0012116386547349107,
"grad_norm": 0.38176557421684265,
"learning_rate": 9.019985651834703e-05,
"loss": 1.9289,
"step": 105
},
{
"epoch": 0.0012693357335318114,
"grad_norm": 0.40435314178466797,
"learning_rate": 8.890178771592199e-05,
"loss": 1.9484,
"step": 110
},
{
"epoch": 0.0013270328123287118,
"grad_norm": 0.41454848647117615,
"learning_rate": 8.753361526263621e-05,
"loss": 1.8564,
"step": 115
},
{
"epoch": 0.0013847298911256122,
"grad_norm": 0.3869158625602722,
"learning_rate": 8.609780469772623e-05,
"loss": 1.7796,
"step": 120
},
{
"epoch": 0.0014424269699225129,
"grad_norm": 0.45108917355537415,
"learning_rate": 8.459694344887732e-05,
"loss": 1.807,
"step": 125
},
{
"epoch": 0.0015001240487194133,
"grad_norm": 0.5212119817733765,
"learning_rate": 8.303373616950408e-05,
"loss": 1.7816,
"step": 130
},
{
"epoch": 0.001557821127516314,
"grad_norm": 0.4871671795845032,
"learning_rate": 8.141099986478212e-05,
"loss": 1.7782,
"step": 135
},
{
"epoch": 0.0016155182063132144,
"grad_norm": 0.590176522731781,
"learning_rate": 7.973165881521434e-05,
"loss": 1.6827,
"step": 140
},
{
"epoch": 0.0016732152851101148,
"grad_norm": 0.5965710282325745,
"learning_rate": 7.799873930687978e-05,
"loss": 1.7181,
"step": 145
},
{
"epoch": 0.0017309123639070154,
"grad_norm": 0.9051038026809692,
"learning_rate": 7.621536417786159e-05,
"loss": 1.7685,
"step": 150
},
{
"epoch": 0.0017886094427039159,
"grad_norm": 0.38182660937309265,
"learning_rate": 7.438474719068173e-05,
"loss": 1.9226,
"step": 155
},
{
"epoch": 0.0018463065215008165,
"grad_norm": 0.48448461294174194,
"learning_rate": 7.251018724088367e-05,
"loss": 1.9197,
"step": 160
},
{
"epoch": 0.001904003600297717,
"grad_norm": 0.4199281334877014,
"learning_rate": 7.059506241219965e-05,
"loss": 1.8433,
"step": 165
},
{
"epoch": 0.0019617006790946176,
"grad_norm": 0.4792007505893707,
"learning_rate": 6.864282388901544e-05,
"loss": 1.7767,
"step": 170
},
{
"epoch": 0.002019397757891518,
"grad_norm": 0.5187090635299683,
"learning_rate": 6.665698973710288e-05,
"loss": 1.7417,
"step": 175
},
{
"epoch": 0.0020770948366884185,
"grad_norm": 0.4906215965747833,
"learning_rate": 6.464113856382752e-05,
"loss": 1.7668,
"step": 180
},
{
"epoch": 0.002134791915485319,
"grad_norm": 0.5257192254066467,
"learning_rate": 6.259890306925627e-05,
"loss": 1.6353,
"step": 185
},
{
"epoch": 0.0021924889942822193,
"grad_norm": 0.5866225957870483,
"learning_rate": 6.0533963499786314e-05,
"loss": 1.7546,
"step": 190
},
{
"epoch": 0.00225018607307912,
"grad_norm": 0.6971685290336609,
"learning_rate": 5.8450041016092464e-05,
"loss": 1.6497,
"step": 195
},
{
"epoch": 0.0023078831518760206,
"grad_norm": 1.1953887939453125,
"learning_rate": 5.6350890987343944e-05,
"loss": 1.6536,
"step": 200
},
{
"epoch": 0.0023078831518760206,
"eval_loss": 1.7406009435653687,
"eval_runtime": 960.4655,
"eval_samples_per_second": 37.991,
"eval_steps_per_second": 18.996,
"step": 200
},
{
"epoch": 0.0023655802306729212,
"grad_norm": 0.4501577317714691,
"learning_rate": 5.4240296223775465e-05,
"loss": 1.8511,
"step": 205
},
{
"epoch": 0.0024232773094698215,
"grad_norm": 0.4853840470314026,
"learning_rate": 5.212206015980742e-05,
"loss": 1.86,
"step": 210
},
{
"epoch": 0.002480974388266722,
"grad_norm": 0.5209008455276489,
"learning_rate": 5e-05,
"loss": 1.7783,
"step": 215
},
{
"epoch": 0.0025386714670636227,
"grad_norm": 0.5276066064834595,
"learning_rate": 4.78779398401926e-05,
"loss": 1.7463,
"step": 220
},
{
"epoch": 0.002596368545860523,
"grad_norm": 0.5926941633224487,
"learning_rate": 4.575970377622456e-05,
"loss": 1.6383,
"step": 225
},
{
"epoch": 0.0026540656246574236,
"grad_norm": 0.6365469694137573,
"learning_rate": 4.364910901265606e-05,
"loss": 1.7336,
"step": 230
},
{
"epoch": 0.0027117627034543242,
"grad_norm": 0.6373388171195984,
"learning_rate": 4.1549958983907555e-05,
"loss": 1.6353,
"step": 235
},
{
"epoch": 0.0027694597822512245,
"grad_norm": 0.6907333731651306,
"learning_rate": 3.94660365002137e-05,
"loss": 1.5492,
"step": 240
},
{
"epoch": 0.002827156861048125,
"grad_norm": 0.7751602530479431,
"learning_rate": 3.740109693074375e-05,
"loss": 1.661,
"step": 245
},
{
"epoch": 0.0028848539398450257,
"grad_norm": 0.8952168822288513,
"learning_rate": 3.5358861436172485e-05,
"loss": 1.6128,
"step": 250
},
{
"epoch": 0.002942551018641926,
"grad_norm": 0.46908143162727356,
"learning_rate": 3.334301026289712e-05,
"loss": 1.8182,
"step": 255
},
{
"epoch": 0.0030002480974388266,
"grad_norm": 0.4967330992221832,
"learning_rate": 3.135717611098458e-05,
"loss": 1.849,
"step": 260
},
{
"epoch": 0.0030579451762357272,
"grad_norm": 0.529554545879364,
"learning_rate": 2.9404937587800375e-05,
"loss": 1.817,
"step": 265
},
{
"epoch": 0.003115642255032628,
"grad_norm": 0.5606085658073425,
"learning_rate": 2.748981275911633e-05,
"loss": 1.7628,
"step": 270
},
{
"epoch": 0.003173339333829528,
"grad_norm": 0.5795584917068481,
"learning_rate": 2.5615252809318284e-05,
"loss": 1.6654,
"step": 275
},
{
"epoch": 0.0032310364126264287,
"grad_norm": 0.6071023344993591,
"learning_rate": 2.3784635822138424e-05,
"loss": 1.6112,
"step": 280
},
{
"epoch": 0.0032887334914233294,
"grad_norm": 0.6555030345916748,
"learning_rate": 2.2001260693120233e-05,
"loss": 1.625,
"step": 285
},
{
"epoch": 0.0033464305702202296,
"grad_norm": 0.7921385169029236,
"learning_rate": 2.026834118478567e-05,
"loss": 1.7255,
"step": 290
},
{
"epoch": 0.0034041276490171303,
"grad_norm": 0.7531300783157349,
"learning_rate": 1.858900013521788e-05,
"loss": 1.598,
"step": 295
},
{
"epoch": 0.003461824727814031,
"grad_norm": 1.1491597890853882,
"learning_rate": 1.6966263830495936e-05,
"loss": 1.5894,
"step": 300
},
{
"epoch": 0.003461824727814031,
"eval_loss": 1.696458339691162,
"eval_runtime": 957.4278,
"eval_samples_per_second": 38.111,
"eval_steps_per_second": 19.056,
"step": 300
},
{
"epoch": 0.003519521806610931,
"grad_norm": 0.4294973611831665,
"learning_rate": 1.5403056551122697e-05,
"loss": 1.8232,
"step": 305
},
{
"epoch": 0.0035772188854078318,
"grad_norm": 0.48770248889923096,
"learning_rate": 1.3902195302273779e-05,
"loss": 1.7483,
"step": 310
},
{
"epoch": 0.0036349159642047324,
"grad_norm": 0.5328405499458313,
"learning_rate": 1.246638473736378e-05,
"loss": 1.7723,
"step": 315
},
{
"epoch": 0.003692613043001633,
"grad_norm": 0.584344208240509,
"learning_rate": 1.1098212284078036e-05,
"loss": 1.6877,
"step": 320
},
{
"epoch": 0.0037503101217985333,
"grad_norm": 0.6256000995635986,
"learning_rate": 9.800143481652979e-06,
"loss": 1.7171,
"step": 325
},
{
"epoch": 0.003808007200595434,
"grad_norm": 0.6042689681053162,
"learning_rate": 8.574517537807897e-06,
"loss": 1.6601,
"step": 330
},
{
"epoch": 0.0038657042793923345,
"grad_norm": 0.7034847736358643,
"learning_rate": 7.423543113334436e-06,
"loss": 1.6067,
"step": 335
},
{
"epoch": 0.003923401358189235,
"grad_norm": 0.7719807624816895,
"learning_rate": 6.349294341940593e-06,
"loss": 1.5586,
"step": 340
},
{
"epoch": 0.003981098436986135,
"grad_norm": 0.9979642033576965,
"learning_rate": 5.353707092521582e-06,
"loss": 1.6876,
"step": 345
},
{
"epoch": 0.004038795515783036,
"grad_norm": 1.4790928363800049,
"learning_rate": 4.43857548059321e-06,
"loss": 1.5962,
"step": 350
},
{
"epoch": 0.004096492594579937,
"grad_norm": 0.45558443665504456,
"learning_rate": 3.605548635174533e-06,
"loss": 1.8923,
"step": 355
},
{
"epoch": 0.004154189673376837,
"grad_norm": 0.5109541416168213,
"learning_rate": 2.85612772694579e-06,
"loss": 1.8088,
"step": 360
},
{
"epoch": 0.004211886752173737,
"grad_norm": 0.4755468964576721,
"learning_rate": 2.191663263037458e-06,
"loss": 1.7673,
"step": 365
},
{
"epoch": 0.004269583830970638,
"grad_norm": 0.6231192946434021,
"learning_rate": 1.6133526533250565e-06,
"loss": 1.8191,
"step": 370
},
{
"epoch": 0.004327280909767538,
"grad_norm": 0.691005289554596,
"learning_rate": 1.1222380526156928e-06,
"loss": 1.6029,
"step": 375
},
{
"epoch": 0.004384977988564439,
"grad_norm": 0.6638383269309998,
"learning_rate": 7.192044826145771e-07,
"loss": 1.6519,
"step": 380
},
{
"epoch": 0.00444267506736134,
"grad_norm": 0.6720619201660156,
"learning_rate": 4.049782370561583e-07,
"loss": 1.6002,
"step": 385
},
{
"epoch": 0.00450037214615824,
"grad_norm": 0.6364055871963501,
"learning_rate": 1.8012557287367392e-07,
"loss": 1.5384,
"step": 390
},
{
"epoch": 0.00455806922495514,
"grad_norm": 0.8002621531486511,
"learning_rate": 4.5051689765929214e-08,
"loss": 1.6922,
"step": 395
},
{
"epoch": 0.004615766303752041,
"grad_norm": 1.0289967060089111,
"learning_rate": 0.0,
"loss": 1.516,
"step": 400
},
{
"epoch": 0.004615766303752041,
"eval_loss": 1.690679907798767,
"eval_runtime": 958.463,
"eval_samples_per_second": 38.07,
"eval_steps_per_second": 19.036,
"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": 6271342215168000.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}