plip's picture
Training in progress, step 50000
a43f978
raw
history blame
22.6 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.063725490196078,
"global_step": 50000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 2.3999999999999997e-05,
"loss": 0.8848,
"step": 500
},
{
"epoch": 0.06,
"learning_rate": 4.7999999999999994e-05,
"loss": 0.7411,
"step": 1000
},
{
"epoch": 0.06,
"eval_loss": 0.9070383906364441,
"eval_runtime": 1.3223,
"eval_samples_per_second": 756.258,
"eval_steps_per_second": 12.1,
"step": 1000
},
{
"epoch": 0.09,
"learning_rate": 7.199999999999999e-05,
"loss": 0.7398,
"step": 1500
},
{
"epoch": 0.12,
"learning_rate": 9.599999999999999e-05,
"loss": 0.7395,
"step": 2000
},
{
"epoch": 0.12,
"eval_loss": 0.9064154028892517,
"eval_runtime": 1.194,
"eval_samples_per_second": 837.495,
"eval_steps_per_second": 13.4,
"step": 2000
},
{
"epoch": 0.15,
"learning_rate": 0.00011999999999999999,
"loss": 0.7392,
"step": 2500
},
{
"epoch": 0.18,
"learning_rate": 0.00014399999999999998,
"loss": 0.7387,
"step": 3000
},
{
"epoch": 0.18,
"eval_loss": 0.9047173857688904,
"eval_runtime": 1.3077,
"eval_samples_per_second": 764.675,
"eval_steps_per_second": 12.235,
"step": 3000
},
{
"epoch": 0.21,
"learning_rate": 0.000168,
"loss": 0.7384,
"step": 3500
},
{
"epoch": 0.25,
"learning_rate": 0.00019199999999999998,
"loss": 0.7382,
"step": 4000
},
{
"epoch": 0.25,
"eval_loss": 0.9014638662338257,
"eval_runtime": 1.2645,
"eval_samples_per_second": 790.849,
"eval_steps_per_second": 12.654,
"step": 4000
},
{
"epoch": 0.28,
"learning_rate": 0.00021599999999999996,
"loss": 0.7382,
"step": 4500
},
{
"epoch": 0.31,
"learning_rate": 0.00023999999999999998,
"loss": 0.7381,
"step": 5000
},
{
"epoch": 0.31,
"eval_loss": 0.9044438600540161,
"eval_runtime": 1.2394,
"eval_samples_per_second": 806.828,
"eval_steps_per_second": 12.909,
"step": 5000
},
{
"epoch": 0.34,
"learning_rate": 0.00026399999999999997,
"loss": 0.7379,
"step": 5500
},
{
"epoch": 0.37,
"learning_rate": 0.00028799999999999995,
"loss": 0.7379,
"step": 6000
},
{
"epoch": 0.37,
"eval_loss": 0.9041813015937805,
"eval_runtime": 1.2368,
"eval_samples_per_second": 808.566,
"eval_steps_per_second": 12.937,
"step": 6000
},
{
"epoch": 0.4,
"learning_rate": 0.000312,
"loss": 0.7381,
"step": 6500
},
{
"epoch": 0.43,
"learning_rate": 0.000336,
"loss": 0.7379,
"step": 7000
},
{
"epoch": 0.43,
"eval_loss": 0.9053561687469482,
"eval_runtime": 1.2638,
"eval_samples_per_second": 791.247,
"eval_steps_per_second": 12.66,
"step": 7000
},
{
"epoch": 0.46,
"learning_rate": 0.00035999999999999997,
"loss": 0.7378,
"step": 7500
},
{
"epoch": 0.49,
"learning_rate": 0.00038399999999999996,
"loss": 0.7378,
"step": 8000
},
{
"epoch": 0.49,
"eval_loss": 0.9035025835037231,
"eval_runtime": 1.2079,
"eval_samples_per_second": 827.911,
"eval_steps_per_second": 13.247,
"step": 8000
},
{
"epoch": 0.52,
"learning_rate": 0.000408,
"loss": 0.7378,
"step": 8500
},
{
"epoch": 0.55,
"learning_rate": 0.00043199999999999993,
"loss": 0.7378,
"step": 9000
},
{
"epoch": 0.55,
"eval_loss": 0.9025757312774658,
"eval_runtime": 1.2745,
"eval_samples_per_second": 784.598,
"eval_steps_per_second": 12.554,
"step": 9000
},
{
"epoch": 0.58,
"learning_rate": 0.00045599999999999997,
"loss": 0.7375,
"step": 9500
},
{
"epoch": 0.61,
"learning_rate": 0.00047999999999999996,
"loss": 0.7371,
"step": 10000
},
{
"epoch": 0.61,
"eval_loss": 0.903812050819397,
"eval_runtime": 1.2376,
"eval_samples_per_second": 807.983,
"eval_steps_per_second": 12.928,
"step": 10000
},
{
"epoch": 0.64,
"learning_rate": 0.0005039999999999999,
"loss": 0.7369,
"step": 10500
},
{
"epoch": 0.67,
"learning_rate": 0.0005279999999999999,
"loss": 0.7369,
"step": 11000
},
{
"epoch": 0.67,
"eval_loss": 0.9027426838874817,
"eval_runtime": 1.2459,
"eval_samples_per_second": 802.657,
"eval_steps_per_second": 12.843,
"step": 11000
},
{
"epoch": 0.7,
"learning_rate": 0.000552,
"loss": 0.7369,
"step": 11500
},
{
"epoch": 0.74,
"learning_rate": 0.0005759999999999999,
"loss": 0.7368,
"step": 12000
},
{
"epoch": 0.74,
"eval_loss": 0.9022310972213745,
"eval_runtime": 1.2295,
"eval_samples_per_second": 813.368,
"eval_steps_per_second": 13.014,
"step": 12000
},
{
"epoch": 0.77,
"learning_rate": 0.0006,
"loss": 0.7367,
"step": 12500
},
{
"epoch": 0.8,
"learning_rate": 0.0005999935478721662,
"loss": 0.7368,
"step": 13000
},
{
"epoch": 0.8,
"eval_loss": 0.8987133502960205,
"eval_runtime": 1.2643,
"eval_samples_per_second": 790.939,
"eval_steps_per_second": 12.655,
"step": 13000
},
{
"epoch": 0.83,
"learning_rate": 0.000599974191770902,
"loss": 0.7375,
"step": 13500
},
{
"epoch": 0.86,
"learning_rate": 0.0005999419325429058,
"loss": 0.7374,
"step": 14000
},
{
"epoch": 0.86,
"eval_loss": 0.9013972282409668,
"eval_runtime": 1.236,
"eval_samples_per_second": 809.042,
"eval_steps_per_second": 12.945,
"step": 14000
},
{
"epoch": 0.89,
"learning_rate": 0.0005998967715993009,
"loss": 0.7369,
"step": 14500
},
{
"epoch": 0.92,
"learning_rate": 0.0005998387109155732,
"loss": 0.7369,
"step": 15000
},
{
"epoch": 0.92,
"eval_loss": 0.9001522660255432,
"eval_runtime": 1.235,
"eval_samples_per_second": 809.697,
"eval_steps_per_second": 12.955,
"step": 15000
},
{
"epoch": 0.95,
"learning_rate": 0.000599767753031485,
"loss": 0.737,
"step": 15500
},
{
"epoch": 0.98,
"learning_rate": 0.0005996839010509641,
"loss": 0.7369,
"step": 16000
},
{
"epoch": 0.98,
"eval_loss": 0.9001864790916443,
"eval_runtime": 1.1685,
"eval_samples_per_second": 855.784,
"eval_steps_per_second": 13.693,
"step": 16000
},
{
"epoch": 1.01,
"learning_rate": 0.0005995871586419678,
"loss": 0.7369,
"step": 16500
},
{
"epoch": 1.04,
"learning_rate": 0.0005994775300363225,
"loss": 0.7372,
"step": 17000
},
{
"epoch": 1.04,
"eval_loss": 0.9018534421920776,
"eval_runtime": 1.1865,
"eval_samples_per_second": 842.819,
"eval_steps_per_second": 13.485,
"step": 17000
},
{
"epoch": 1.07,
"learning_rate": 0.0005993550200295384,
"loss": 0.7371,
"step": 17500
},
{
"epoch": 1.1,
"learning_rate": 0.0005992196339806002,
"loss": 0.737,
"step": 18000
},
{
"epoch": 1.1,
"eval_loss": 0.9001176953315735,
"eval_runtime": 1.2219,
"eval_samples_per_second": 818.375,
"eval_steps_per_second": 13.094,
"step": 18000
},
{
"epoch": 1.13,
"learning_rate": 0.0005990713778117324,
"loss": 0.7369,
"step": 18500
},
{
"epoch": 1.16,
"learning_rate": 0.0005989102580081398,
"loss": 0.737,
"step": 19000
},
{
"epoch": 1.16,
"eval_loss": 0.9006143808364868,
"eval_runtime": 1.2544,
"eval_samples_per_second": 797.163,
"eval_steps_per_second": 12.755,
"step": 19000
},
{
"epoch": 1.19,
"learning_rate": 0.0005987362816177249,
"loss": 0.7369,
"step": 19500
},
{
"epoch": 1.23,
"learning_rate": 0.0005985494562507783,
"loss": 0.7369,
"step": 20000
},
{
"epoch": 1.23,
"eval_loss": 0.9006676077842712,
"eval_runtime": 1.2815,
"eval_samples_per_second": 780.312,
"eval_steps_per_second": 12.485,
"step": 20000
},
{
"epoch": 1.26,
"learning_rate": 0.000598349790079647,
"loss": 0.737,
"step": 20500
},
{
"epoch": 1.29,
"learning_rate": 0.000598137291838376,
"loss": 0.7365,
"step": 21000
},
{
"epoch": 1.29,
"eval_loss": 0.8698467016220093,
"eval_runtime": 1.2584,
"eval_samples_per_second": 794.654,
"eval_steps_per_second": 12.714,
"step": 21000
},
{
"epoch": 1.32,
"learning_rate": 0.000597911970822327,
"loss": 0.7364,
"step": 21500
},
{
"epoch": 1.35,
"learning_rate": 0.000597673836887771,
"loss": 0.7363,
"step": 22000
},
{
"epoch": 1.35,
"eval_loss": 0.870046079158783,
"eval_runtime": 1.2567,
"eval_samples_per_second": 795.734,
"eval_steps_per_second": 12.732,
"step": 22000
},
{
"epoch": 1.38,
"learning_rate": 0.0005974229004514577,
"loss": 0.7363,
"step": 22500
},
{
"epoch": 1.41,
"learning_rate": 0.0005971591724901598,
"loss": 0.7366,
"step": 23000
},
{
"epoch": 1.41,
"eval_loss": 0.9021453857421875,
"eval_runtime": 1.277,
"eval_samples_per_second": 783.107,
"eval_steps_per_second": 12.53,
"step": 23000
},
{
"epoch": 1.44,
"learning_rate": 0.0005968826645401927,
"loss": 0.7368,
"step": 23500
},
{
"epoch": 1.47,
"learning_rate": 0.00059659338869691,
"loss": 0.7362,
"step": 24000
},
{
"epoch": 1.47,
"eval_loss": 0.8762597441673279,
"eval_runtime": 1.2918,
"eval_samples_per_second": 774.091,
"eval_steps_per_second": 12.385,
"step": 24000
},
{
"epoch": 1.5,
"learning_rate": 0.0005962913576141742,
"loss": 0.7354,
"step": 24500
},
{
"epoch": 1.53,
"learning_rate": 0.000595976584503803,
"loss": 0.7082,
"step": 25000
},
{
"epoch": 1.53,
"eval_loss": 0.8719052672386169,
"eval_runtime": 1.2648,
"eval_samples_per_second": 790.61,
"eval_steps_per_second": 12.65,
"step": 25000
},
{
"epoch": 1.56,
"learning_rate": 0.0005956490831349923,
"loss": 0.6914,
"step": 25500
},
{
"epoch": 1.59,
"learning_rate": 0.0005953088678337129,
"loss": 0.6774,
"step": 26000
},
{
"epoch": 1.59,
"eval_loss": 0.8876385688781738,
"eval_runtime": 1.3046,
"eval_samples_per_second": 766.511,
"eval_steps_per_second": 12.264,
"step": 26000
},
{
"epoch": 1.62,
"learning_rate": 0.0005949559534820841,
"loss": 0.6675,
"step": 26500
},
{
"epoch": 1.65,
"learning_rate": 0.0005945903555177229,
"loss": 0.6525,
"step": 27000
},
{
"epoch": 1.65,
"eval_loss": 0.8904880285263062,
"eval_runtime": 1.319,
"eval_samples_per_second": 758.176,
"eval_steps_per_second": 12.131,
"step": 27000
},
{
"epoch": 1.69,
"learning_rate": 0.0005942120899330687,
"loss": 0.6186,
"step": 27500
},
{
"epoch": 1.72,
"learning_rate": 0.0005938211732746836,
"loss": 0.6022,
"step": 28000
},
{
"epoch": 1.72,
"eval_loss": 0.8856265544891357,
"eval_runtime": 1.2877,
"eval_samples_per_second": 776.587,
"eval_steps_per_second": 12.425,
"step": 28000
},
{
"epoch": 1.75,
"learning_rate": 0.0005934176226425286,
"loss": 0.593,
"step": 28500
},
{
"epoch": 1.78,
"learning_rate": 0.0005930014556892158,
"loss": 0.5874,
"step": 29000
},
{
"epoch": 1.78,
"eval_loss": 0.8793675303459167,
"eval_runtime": 1.2489,
"eval_samples_per_second": 800.707,
"eval_steps_per_second": 12.811,
"step": 29000
},
{
"epoch": 1.81,
"learning_rate": 0.0005925726906192357,
"loss": 0.5837,
"step": 29500
},
{
"epoch": 1.84,
"learning_rate": 0.0005921313461881617,
"loss": 0.5765,
"step": 30000
},
{
"epoch": 1.84,
"eval_loss": 0.8805580735206604,
"eval_runtime": 1.2758,
"eval_samples_per_second": 783.816,
"eval_steps_per_second": 12.541,
"step": 30000
},
{
"epoch": 1.87,
"learning_rate": 0.0005916774417018287,
"loss": 0.5714,
"step": 30500
},
{
"epoch": 1.9,
"learning_rate": 0.0005912109970154897,
"loss": 0.5685,
"step": 31000
},
{
"epoch": 1.9,
"eval_loss": 0.8747313022613525,
"eval_runtime": 1.3003,
"eval_samples_per_second": 769.027,
"eval_steps_per_second": 12.304,
"step": 31000
},
{
"epoch": 1.93,
"learning_rate": 0.0005907320325329461,
"loss": 0.566,
"step": 31500
},
{
"epoch": 1.96,
"learning_rate": 0.0005902405692056561,
"loss": 0.564,
"step": 32000
},
{
"epoch": 1.96,
"eval_loss": 0.8779122233390808,
"eval_runtime": 1.293,
"eval_samples_per_second": 773.405,
"eval_steps_per_second": 12.374,
"step": 32000
},
{
"epoch": 1.99,
"learning_rate": 0.0005897366285318178,
"loss": 0.5617,
"step": 32500
},
{
"epoch": 2.02,
"learning_rate": 0.0005892202325554288,
"loss": 0.5606,
"step": 33000
},
{
"epoch": 2.02,
"eval_loss": 0.8761873245239258,
"eval_runtime": 1.3816,
"eval_samples_per_second": 723.824,
"eval_steps_per_second": 11.581,
"step": 33000
},
{
"epoch": 2.05,
"learning_rate": 0.0005886914038653217,
"loss": 0.5583,
"step": 33500
},
{
"epoch": 2.08,
"learning_rate": 0.0005881501655941771,
"loss": 0.5574,
"step": 34000
},
{
"epoch": 2.08,
"eval_loss": 0.8702684044837952,
"eval_runtime": 1.3086,
"eval_samples_per_second": 764.158,
"eval_steps_per_second": 12.227,
"step": 34000
},
{
"epoch": 2.11,
"learning_rate": 0.00058759654141751,
"loss": 0.5548,
"step": 34500
},
{
"epoch": 2.14,
"learning_rate": 0.0005870305555526355,
"loss": 0.5528,
"step": 35000
},
{
"epoch": 2.14,
"eval_loss": 0.8663867115974426,
"eval_runtime": 1.2619,
"eval_samples_per_second": 792.469,
"eval_steps_per_second": 12.679,
"step": 35000
},
{
"epoch": 2.18,
"learning_rate": 0.0005864522327576088,
"loss": 0.5509,
"step": 35500
},
{
"epoch": 2.21,
"learning_rate": 0.0005858615983301424,
"loss": 0.5494,
"step": 36000
},
{
"epoch": 2.21,
"eval_loss": 0.8717171549797058,
"eval_runtime": 1.2691,
"eval_samples_per_second": 787.953,
"eval_steps_per_second": 12.607,
"step": 36000
},
{
"epoch": 2.24,
"learning_rate": 0.0005852586781064997,
"loss": 0.5471,
"step": 36500
},
{
"epoch": 2.27,
"learning_rate": 0.0005846434984603645,
"loss": 0.5448,
"step": 37000
},
{
"epoch": 2.27,
"eval_loss": 0.8672583103179932,
"eval_runtime": 1.268,
"eval_samples_per_second": 788.629,
"eval_steps_per_second": 12.618,
"step": 37000
},
{
"epoch": 2.3,
"learning_rate": 0.0005840160863016872,
"loss": 0.5433,
"step": 37500
},
{
"epoch": 2.33,
"learning_rate": 0.0005833764690755083,
"loss": 0.5419,
"step": 38000
},
{
"epoch": 2.33,
"eval_loss": 0.8636866211891174,
"eval_runtime": 1.3526,
"eval_samples_per_second": 739.295,
"eval_steps_per_second": 11.829,
"step": 38000
},
{
"epoch": 2.36,
"learning_rate": 0.0005827246747607574,
"loss": 0.5398,
"step": 38500
},
{
"epoch": 2.39,
"learning_rate": 0.0005820607318690293,
"loss": 0.5385,
"step": 39000
},
{
"epoch": 2.39,
"eval_loss": 0.8634054064750671,
"eval_runtime": 1.2705,
"eval_samples_per_second": 787.122,
"eval_steps_per_second": 12.594,
"step": 39000
},
{
"epoch": 2.42,
"learning_rate": 0.0005813846694433368,
"loss": 0.5374,
"step": 39500
},
{
"epoch": 2.45,
"learning_rate": 0.0005806965170568409,
"loss": 0.536,
"step": 40000
},
{
"epoch": 2.45,
"eval_loss": 0.8661102652549744,
"eval_runtime": 1.3401,
"eval_samples_per_second": 746.204,
"eval_steps_per_second": 11.939,
"step": 40000
},
{
"epoch": 2.48,
"learning_rate": 0.0005799963048115559,
"loss": 0.5353,
"step": 40500
},
{
"epoch": 2.51,
"learning_rate": 0.0005792840633370341,
"loss": 0.5336,
"step": 41000
},
{
"epoch": 2.51,
"eval_loss": 0.8631040453910828,
"eval_runtime": 1.3088,
"eval_samples_per_second": 764.037,
"eval_steps_per_second": 12.225,
"step": 41000
},
{
"epoch": 2.54,
"learning_rate": 0.0005785598237890247,
"loss": 0.5327,
"step": 41500
},
{
"epoch": 2.57,
"learning_rate": 0.0005778236178481119,
"loss": 0.5316,
"step": 42000
},
{
"epoch": 2.57,
"eval_loss": 0.8605585098266602,
"eval_runtime": 1.2836,
"eval_samples_per_second": 779.077,
"eval_steps_per_second": 12.465,
"step": 42000
},
{
"epoch": 2.6,
"learning_rate": 0.0005770754777183285,
"loss": 0.5306,
"step": 42500
},
{
"epoch": 2.63,
"learning_rate": 0.0005763154361257473,
"loss": 0.5297,
"step": 43000
},
{
"epoch": 2.63,
"eval_loss": 0.8589205145835876,
"eval_runtime": 1.2763,
"eval_samples_per_second": 783.485,
"eval_steps_per_second": 12.536,
"step": 43000
},
{
"epoch": 2.67,
"learning_rate": 0.0005755435263170498,
"loss": 0.5287,
"step": 43500
},
{
"epoch": 2.7,
"learning_rate": 0.0005747597820580717,
"loss": 0.5305,
"step": 44000
},
{
"epoch": 2.7,
"eval_loss": 0.8569635152816772,
"eval_runtime": 1.2713,
"eval_samples_per_second": 786.624,
"eval_steps_per_second": 12.586,
"step": 44000
},
{
"epoch": 2.73,
"learning_rate": 0.000573964237632326,
"loss": 0.527,
"step": 44500
},
{
"epoch": 2.76,
"learning_rate": 0.0005731569278395029,
"loss": 0.5262,
"step": 45000
},
{
"epoch": 2.76,
"eval_loss": 0.8558768033981323,
"eval_runtime": 1.2738,
"eval_samples_per_second": 785.051,
"eval_steps_per_second": 12.561,
"step": 45000
},
{
"epoch": 2.79,
"learning_rate": 0.0005723378879939481,
"loss": 0.5254,
"step": 45500
},
{
"epoch": 2.82,
"learning_rate": 0.0005715071539231178,
"loss": 0.5247,
"step": 46000
},
{
"epoch": 2.82,
"eval_loss": 0.8633874654769897,
"eval_runtime": 1.2747,
"eval_samples_per_second": 784.504,
"eval_steps_per_second": 12.552,
"step": 46000
},
{
"epoch": 2.85,
"learning_rate": 0.0005706647619660116,
"loss": 0.5243,
"step": 46500
},
{
"epoch": 2.88,
"learning_rate": 0.0005698107489715823,
"loss": 0.5235,
"step": 47000
},
{
"epoch": 2.88,
"eval_loss": 0.8606237769126892,
"eval_runtime": 1.3283,
"eval_samples_per_second": 752.838,
"eval_steps_per_second": 12.045,
"step": 47000
},
{
"epoch": 2.91,
"learning_rate": 0.0005689451522971252,
"loss": 0.5228,
"step": 47500
},
{
"epoch": 2.94,
"learning_rate": 0.0005680680098066429,
"loss": 0.5227,
"step": 48000
},
{
"epoch": 2.94,
"eval_loss": 0.8610469698905945,
"eval_runtime": 1.2783,
"eval_samples_per_second": 782.274,
"eval_steps_per_second": 12.516,
"step": 48000
},
{
"epoch": 2.97,
"learning_rate": 0.0005671793598691895,
"loss": 0.5215,
"step": 48500
},
{
"epoch": 3.0,
"learning_rate": 0.0005662792413571921,
"loss": 0.5206,
"step": 49000
},
{
"epoch": 3.0,
"eval_loss": 0.8610268235206604,
"eval_runtime": 1.3555,
"eval_samples_per_second": 737.72,
"eval_steps_per_second": 11.804,
"step": 49000
},
{
"epoch": 3.03,
"learning_rate": 0.0005653676936447504,
"loss": 0.5201,
"step": 49500
},
{
"epoch": 3.06,
"learning_rate": 0.0005644447566059142,
"loss": 0.5194,
"step": 50000
},
{
"epoch": 3.06,
"eval_loss": 0.8611247539520264,
"eval_runtime": 1.2902,
"eval_samples_per_second": 775.099,
"eval_steps_per_second": 12.402,
"step": 50000
}
],
"max_steps": 250000,
"num_train_epochs": 16,
"total_flos": 8.008099828181752e+20,
"trial_name": null,
"trial_params": null
}