ambrim's picture
Upload 10 files
ca485a9 verified
{
"best_metric": 0.9558851470160417,
"best_model_checkpoint": "attempt9_150M_200k_default_accuracy/checkpoint-6862",
"epoch": 18.0,
"eval_steps": 500,
"global_step": 123516,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.07,
"learning_rate": 9.963567473039931e-05,
"loss": 0.0892,
"step": 500
},
{
"epoch": 0.15,
"learning_rate": 9.92713494607986e-05,
"loss": 0.0839,
"step": 1000
},
{
"epoch": 0.22,
"learning_rate": 9.890702419119791e-05,
"loss": 0.0938,
"step": 1500
},
{
"epoch": 0.29,
"learning_rate": 9.854269892159721e-05,
"loss": 0.0958,
"step": 2000
},
{
"epoch": 0.36,
"learning_rate": 9.81783736519965e-05,
"loss": 0.1007,
"step": 2500
},
{
"epoch": 0.44,
"learning_rate": 9.781404838239581e-05,
"loss": 0.1044,
"step": 3000
},
{
"epoch": 0.51,
"learning_rate": 9.744972311279511e-05,
"loss": 0.1048,
"step": 3500
},
{
"epoch": 0.58,
"learning_rate": 9.70853978431944e-05,
"loss": 0.1026,
"step": 4000
},
{
"epoch": 0.66,
"learning_rate": 9.672107257359371e-05,
"loss": 0.1084,
"step": 4500
},
{
"epoch": 0.73,
"learning_rate": 9.635674730399302e-05,
"loss": 0.1042,
"step": 5000
},
{
"epoch": 0.8,
"learning_rate": 9.599242203439231e-05,
"loss": 0.1104,
"step": 5500
},
{
"epoch": 0.87,
"learning_rate": 9.562809676479161e-05,
"loss": 0.1152,
"step": 6000
},
{
"epoch": 0.95,
"learning_rate": 9.52637714951909e-05,
"loss": 0.115,
"step": 6500
},
{
"epoch": 1.0,
"eval_accuracy": 0.9558851470160417,
"eval_loss": 0.11039502918720245,
"eval_runtime": 141.6598,
"eval_samples_per_second": 32.296,
"eval_steps_per_second": 5.386,
"step": 6862
},
{
"epoch": 1.02,
"learning_rate": 9.489944622559021e-05,
"loss": 0.1035,
"step": 7000
},
{
"epoch": 1.09,
"learning_rate": 9.45351209559895e-05,
"loss": 0.0944,
"step": 7500
},
{
"epoch": 1.17,
"learning_rate": 9.417079568638881e-05,
"loss": 0.0946,
"step": 8000
},
{
"epoch": 1.24,
"learning_rate": 9.380647041678811e-05,
"loss": 0.0994,
"step": 8500
},
{
"epoch": 1.31,
"learning_rate": 9.34421451471874e-05,
"loss": 0.0972,
"step": 9000
},
{
"epoch": 1.38,
"learning_rate": 9.307781987758671e-05,
"loss": 0.097,
"step": 9500
},
{
"epoch": 1.46,
"learning_rate": 9.271349460798602e-05,
"loss": 0.1001,
"step": 10000
},
{
"epoch": 1.53,
"learning_rate": 9.234916933838531e-05,
"loss": 0.1001,
"step": 10500
},
{
"epoch": 1.6,
"learning_rate": 9.198484406878461e-05,
"loss": 0.0999,
"step": 11000
},
{
"epoch": 1.68,
"learning_rate": 9.162051879918392e-05,
"loss": 0.1025,
"step": 11500
},
{
"epoch": 1.75,
"learning_rate": 9.125619352958321e-05,
"loss": 0.1047,
"step": 12000
},
{
"epoch": 1.82,
"learning_rate": 9.089186825998251e-05,
"loss": 0.1033,
"step": 12500
},
{
"epoch": 1.89,
"learning_rate": 9.052754299038182e-05,
"loss": 0.1115,
"step": 13000
},
{
"epoch": 1.97,
"learning_rate": 9.016321772078111e-05,
"loss": 0.1106,
"step": 13500
},
{
"epoch": 2.0,
"eval_accuracy": 0.9502861541550922,
"eval_loss": 0.13403260707855225,
"eval_runtime": 141.6928,
"eval_samples_per_second": 32.288,
"eval_steps_per_second": 5.385,
"step": 13724
},
{
"epoch": 2.04,
"learning_rate": 8.979889245118042e-05,
"loss": 0.0919,
"step": 14000
},
{
"epoch": 2.11,
"learning_rate": 8.943456718157972e-05,
"loss": 0.0875,
"step": 14500
},
{
"epoch": 2.19,
"learning_rate": 8.907024191197903e-05,
"loss": 0.0888,
"step": 15000
},
{
"epoch": 2.26,
"learning_rate": 8.870591664237832e-05,
"loss": 0.0872,
"step": 15500
},
{
"epoch": 2.33,
"learning_rate": 8.834159137277762e-05,
"loss": 0.0966,
"step": 16000
},
{
"epoch": 2.4,
"learning_rate": 8.797726610317693e-05,
"loss": 0.0985,
"step": 16500
},
{
"epoch": 2.48,
"learning_rate": 8.761294083357622e-05,
"loss": 0.09,
"step": 17000
},
{
"epoch": 2.55,
"learning_rate": 8.724861556397553e-05,
"loss": 0.0896,
"step": 17500
},
{
"epoch": 2.62,
"learning_rate": 8.688429029437483e-05,
"loss": 0.0995,
"step": 18000
},
{
"epoch": 2.7,
"learning_rate": 8.651996502477412e-05,
"loss": 0.099,
"step": 18500
},
{
"epoch": 2.77,
"learning_rate": 8.615563975517343e-05,
"loss": 0.0973,
"step": 19000
},
{
"epoch": 2.84,
"learning_rate": 8.579131448557272e-05,
"loss": 0.1039,
"step": 19500
},
{
"epoch": 2.91,
"learning_rate": 8.542698921597203e-05,
"loss": 0.0977,
"step": 20000
},
{
"epoch": 2.99,
"learning_rate": 8.506266394637132e-05,
"loss": 0.096,
"step": 20500
},
{
"epoch": 3.0,
"eval_accuracy": 0.9471576383722038,
"eval_loss": 0.15382222831249237,
"eval_runtime": 141.7395,
"eval_samples_per_second": 32.278,
"eval_steps_per_second": 5.383,
"step": 20586
},
{
"epoch": 3.06,
"learning_rate": 8.469833867677062e-05,
"loss": 0.0867,
"step": 21000
},
{
"epoch": 3.13,
"learning_rate": 8.433401340716991e-05,
"loss": 0.0764,
"step": 21500
},
{
"epoch": 3.21,
"learning_rate": 8.396968813756922e-05,
"loss": 0.0891,
"step": 22000
},
{
"epoch": 3.28,
"learning_rate": 8.360536286796853e-05,
"loss": 0.0837,
"step": 22500
},
{
"epoch": 3.35,
"learning_rate": 8.324103759836782e-05,
"loss": 0.0865,
"step": 23000
},
{
"epoch": 3.42,
"learning_rate": 8.287671232876712e-05,
"loss": 0.0895,
"step": 23500
},
{
"epoch": 3.5,
"learning_rate": 8.251238705916643e-05,
"loss": 0.0883,
"step": 24000
},
{
"epoch": 3.57,
"learning_rate": 8.214806178956573e-05,
"loss": 0.0896,
"step": 24500
},
{
"epoch": 3.64,
"learning_rate": 8.178373651996502e-05,
"loss": 0.0896,
"step": 25000
},
{
"epoch": 3.72,
"learning_rate": 8.141941125036433e-05,
"loss": 0.0939,
"step": 25500
},
{
"epoch": 3.79,
"learning_rate": 8.105508598076364e-05,
"loss": 0.0906,
"step": 26000
},
{
"epoch": 3.86,
"learning_rate": 8.069076071116293e-05,
"loss": 0.0927,
"step": 26500
},
{
"epoch": 3.93,
"learning_rate": 8.032643544156223e-05,
"loss": 0.0982,
"step": 27000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9438823768687553,
"eval_loss": 0.1686604619026184,
"eval_runtime": 141.8449,
"eval_samples_per_second": 32.254,
"eval_steps_per_second": 5.379,
"step": 27448
},
{
"epoch": 4.01,
"learning_rate": 7.996211017196154e-05,
"loss": 0.0903,
"step": 27500
},
{
"epoch": 4.08,
"learning_rate": 7.959778490236083e-05,
"loss": 0.0753,
"step": 28000
},
{
"epoch": 4.15,
"learning_rate": 7.923345963276013e-05,
"loss": 0.0783,
"step": 28500
},
{
"epoch": 4.23,
"learning_rate": 7.886913436315944e-05,
"loss": 0.0776,
"step": 29000
},
{
"epoch": 4.3,
"learning_rate": 7.850480909355873e-05,
"loss": 0.0826,
"step": 29500
},
{
"epoch": 4.37,
"learning_rate": 7.814048382395804e-05,
"loss": 0.0771,
"step": 30000
},
{
"epoch": 4.44,
"learning_rate": 7.777615855435734e-05,
"loss": 0.0879,
"step": 30500
},
{
"epoch": 4.52,
"learning_rate": 7.741183328475663e-05,
"loss": 0.0877,
"step": 31000
},
{
"epoch": 4.59,
"learning_rate": 7.704750801515594e-05,
"loss": 0.0842,
"step": 31500
},
{
"epoch": 4.66,
"learning_rate": 7.668318274555523e-05,
"loss": 0.088,
"step": 32000
},
{
"epoch": 4.74,
"learning_rate": 7.631885747595454e-05,
"loss": 0.0805,
"step": 32500
},
{
"epoch": 4.81,
"learning_rate": 7.595453220635383e-05,
"loss": 0.0863,
"step": 33000
},
{
"epoch": 4.88,
"learning_rate": 7.559020693675313e-05,
"loss": 0.0895,
"step": 33500
},
{
"epoch": 4.95,
"learning_rate": 7.522588166715244e-05,
"loss": 0.092,
"step": 34000
},
{
"epoch": 5.0,
"eval_accuracy": 0.9422295566477099,
"eval_loss": 0.1879999339580536,
"eval_runtime": 141.6558,
"eval_samples_per_second": 32.297,
"eval_steps_per_second": 5.386,
"step": 34310
},
{
"epoch": 5.03,
"learning_rate": 7.486155639755173e-05,
"loss": 0.0807,
"step": 34500
},
{
"epoch": 5.1,
"learning_rate": 7.449723112795104e-05,
"loss": 0.0698,
"step": 35000
},
{
"epoch": 5.17,
"learning_rate": 7.413290585835034e-05,
"loss": 0.0766,
"step": 35500
},
{
"epoch": 5.25,
"learning_rate": 7.376858058874963e-05,
"loss": 0.0733,
"step": 36000
},
{
"epoch": 5.32,
"learning_rate": 7.340425531914894e-05,
"loss": 0.0727,
"step": 36500
},
{
"epoch": 5.39,
"learning_rate": 7.303993004954824e-05,
"loss": 0.0762,
"step": 37000
},
{
"epoch": 5.46,
"learning_rate": 7.267560477994753e-05,
"loss": 0.0764,
"step": 37500
},
{
"epoch": 5.54,
"learning_rate": 7.231127951034684e-05,
"loss": 0.0833,
"step": 38000
},
{
"epoch": 5.61,
"learning_rate": 7.194695424074615e-05,
"loss": 0.0792,
"step": 38500
},
{
"epoch": 5.68,
"learning_rate": 7.158262897114544e-05,
"loss": 0.0816,
"step": 39000
},
{
"epoch": 5.76,
"learning_rate": 7.121830370154474e-05,
"loss": 0.082,
"step": 39500
},
{
"epoch": 5.83,
"learning_rate": 7.085397843194405e-05,
"loss": 0.08,
"step": 40000
},
{
"epoch": 5.9,
"learning_rate": 7.048965316234334e-05,
"loss": 0.0827,
"step": 40500
},
{
"epoch": 5.97,
"learning_rate": 7.012532789274264e-05,
"loss": 0.0808,
"step": 41000
},
{
"epoch": 6.0,
"eval_accuracy": 0.9389187672329679,
"eval_loss": 0.22079767286777496,
"eval_runtime": 141.675,
"eval_samples_per_second": 32.292,
"eval_steps_per_second": 5.386,
"step": 41172
},
{
"epoch": 6.05,
"learning_rate": 6.976100262314195e-05,
"loss": 0.076,
"step": 41500
},
{
"epoch": 6.12,
"learning_rate": 6.939667735354124e-05,
"loss": 0.0736,
"step": 42000
},
{
"epoch": 6.19,
"learning_rate": 6.903235208394055e-05,
"loss": 0.0717,
"step": 42500
},
{
"epoch": 6.27,
"learning_rate": 6.866802681433985e-05,
"loss": 0.0711,
"step": 43000
},
{
"epoch": 6.34,
"learning_rate": 6.830370154473916e-05,
"loss": 0.0715,
"step": 43500
},
{
"epoch": 6.41,
"learning_rate": 6.793937627513845e-05,
"loss": 0.0713,
"step": 44000
},
{
"epoch": 6.48,
"learning_rate": 6.757505100553775e-05,
"loss": 0.0728,
"step": 44500
},
{
"epoch": 6.56,
"learning_rate": 6.721072573593705e-05,
"loss": 0.0735,
"step": 45000
},
{
"epoch": 6.63,
"learning_rate": 6.684640046633635e-05,
"loss": 0.0789,
"step": 45500
},
{
"epoch": 6.7,
"learning_rate": 6.648207519673564e-05,
"loss": 0.0733,
"step": 46000
},
{
"epoch": 6.78,
"learning_rate": 6.611774992713495e-05,
"loss": 0.0733,
"step": 46500
},
{
"epoch": 6.85,
"learning_rate": 6.575342465753424e-05,
"loss": 0.0786,
"step": 47000
},
{
"epoch": 6.92,
"learning_rate": 6.538909938793355e-05,
"loss": 0.0752,
"step": 47500
},
{
"epoch": 7.0,
"learning_rate": 6.502477411833285e-05,
"loss": 0.0818,
"step": 48000
},
{
"epoch": 7.0,
"eval_accuracy": 0.940737899270648,
"eval_loss": 0.23214486241340637,
"eval_runtime": 141.6638,
"eval_samples_per_second": 32.295,
"eval_steps_per_second": 5.386,
"step": 48034
},
{
"epoch": 7.07,
"learning_rate": 6.466044884873214e-05,
"loss": 0.0642,
"step": 48500
},
{
"epoch": 7.14,
"learning_rate": 6.429612357913145e-05,
"loss": 0.0668,
"step": 49000
},
{
"epoch": 7.21,
"learning_rate": 6.393179830953075e-05,
"loss": 0.0648,
"step": 49500
},
{
"epoch": 7.29,
"learning_rate": 6.356747303993004e-05,
"loss": 0.0689,
"step": 50000
},
{
"epoch": 7.36,
"learning_rate": 6.320314777032935e-05,
"loss": 0.0648,
"step": 50500
},
{
"epoch": 7.43,
"learning_rate": 6.283882250072866e-05,
"loss": 0.0697,
"step": 51000
},
{
"epoch": 7.51,
"learning_rate": 6.247449723112795e-05,
"loss": 0.0685,
"step": 51500
},
{
"epoch": 7.58,
"learning_rate": 6.211017196152725e-05,
"loss": 0.0719,
"step": 52000
},
{
"epoch": 7.65,
"learning_rate": 6.174584669192656e-05,
"loss": 0.0698,
"step": 52500
},
{
"epoch": 7.72,
"learning_rate": 6.138152142232586e-05,
"loss": 0.0744,
"step": 53000
},
{
"epoch": 7.8,
"learning_rate": 6.1017196152725155e-05,
"loss": 0.0753,
"step": 53500
},
{
"epoch": 7.87,
"learning_rate": 6.065287088312446e-05,
"loss": 0.0708,
"step": 54000
},
{
"epoch": 7.94,
"learning_rate": 6.028854561352376e-05,
"loss": 0.0741,
"step": 54500
},
{
"epoch": 8.0,
"eval_accuracy": 0.9376047494123735,
"eval_loss": 0.2665192186832428,
"eval_runtime": 141.9131,
"eval_samples_per_second": 32.238,
"eval_steps_per_second": 5.377,
"step": 54896
},
{
"epoch": 8.02,
"learning_rate": 5.992422034392306e-05,
"loss": 0.0685,
"step": 55000
},
{
"epoch": 8.09,
"learning_rate": 5.9559895074322355e-05,
"loss": 0.0597,
"step": 55500
},
{
"epoch": 8.16,
"learning_rate": 5.919556980472166e-05,
"loss": 0.0653,
"step": 56000
},
{
"epoch": 8.23,
"learning_rate": 5.883124453512095e-05,
"loss": 0.0713,
"step": 56500
},
{
"epoch": 8.31,
"learning_rate": 5.846691926552026e-05,
"loss": 0.0648,
"step": 57000
},
{
"epoch": 8.38,
"learning_rate": 5.810259399591956e-05,
"loss": 0.0676,
"step": 57500
},
{
"epoch": 8.45,
"learning_rate": 5.7738268726318855e-05,
"loss": 0.0608,
"step": 58000
},
{
"epoch": 8.53,
"learning_rate": 5.737394345671816e-05,
"loss": 0.0711,
"step": 58500
},
{
"epoch": 8.6,
"learning_rate": 5.7009618187117465e-05,
"loss": 0.0661,
"step": 59000
},
{
"epoch": 8.67,
"learning_rate": 5.664529291751676e-05,
"loss": 0.0691,
"step": 59500
},
{
"epoch": 8.74,
"learning_rate": 5.628096764791606e-05,
"loss": 0.0717,
"step": 60000
},
{
"epoch": 8.82,
"learning_rate": 5.591664237831537e-05,
"loss": 0.0652,
"step": 60500
},
{
"epoch": 8.89,
"learning_rate": 5.555231710871466e-05,
"loss": 0.0641,
"step": 61000
},
{
"epoch": 8.96,
"learning_rate": 5.5187991839113965e-05,
"loss": 0.0681,
"step": 61500
},
{
"epoch": 9.0,
"eval_accuracy": 0.936189811727815,
"eval_loss": 0.24231955409049988,
"eval_runtime": 141.9857,
"eval_samples_per_second": 32.222,
"eval_steps_per_second": 5.374,
"step": 61758
},
{
"epoch": 9.04,
"learning_rate": 5.482366656951326e-05,
"loss": 0.0606,
"step": 62000
},
{
"epoch": 9.11,
"learning_rate": 5.445934129991257e-05,
"loss": 0.0574,
"step": 62500
},
{
"epoch": 9.18,
"learning_rate": 5.409501603031186e-05,
"loss": 0.0595,
"step": 63000
},
{
"epoch": 9.25,
"learning_rate": 5.3730690760711165e-05,
"loss": 0.0604,
"step": 63500
},
{
"epoch": 9.33,
"learning_rate": 5.336636549111047e-05,
"loss": 0.0592,
"step": 64000
},
{
"epoch": 9.4,
"learning_rate": 5.300204022150976e-05,
"loss": 0.0614,
"step": 64500
},
{
"epoch": 9.47,
"learning_rate": 5.263771495190907e-05,
"loss": 0.066,
"step": 65000
},
{
"epoch": 9.55,
"learning_rate": 5.227338968230837e-05,
"loss": 0.0671,
"step": 65500
},
{
"epoch": 9.62,
"learning_rate": 5.1909064412707665e-05,
"loss": 0.0671,
"step": 66000
},
{
"epoch": 9.69,
"learning_rate": 5.154473914310697e-05,
"loss": 0.064,
"step": 66500
},
{
"epoch": 9.76,
"learning_rate": 5.1180413873506275e-05,
"loss": 0.0675,
"step": 67000
},
{
"epoch": 9.84,
"learning_rate": 5.081608860390557e-05,
"loss": 0.062,
"step": 67500
},
{
"epoch": 9.91,
"learning_rate": 5.045176333430487e-05,
"loss": 0.0669,
"step": 68000
},
{
"epoch": 9.98,
"learning_rate": 5.008743806470417e-05,
"loss": 0.0644,
"step": 68500
},
{
"epoch": 10.0,
"eval_accuracy": 0.934086971297052,
"eval_loss": 0.2860284447669983,
"eval_runtime": 142.0094,
"eval_samples_per_second": 32.216,
"eval_steps_per_second": 5.373,
"step": 68620
},
{
"epoch": 10.06,
"learning_rate": 4.972311279510347e-05,
"loss": 0.0594,
"step": 69000
},
{
"epoch": 10.13,
"learning_rate": 4.935878752550277e-05,
"loss": 0.056,
"step": 69500
},
{
"epoch": 10.2,
"learning_rate": 4.899446225590207e-05,
"loss": 0.0549,
"step": 70000
},
{
"epoch": 10.27,
"learning_rate": 4.863013698630137e-05,
"loss": 0.0566,
"step": 70500
},
{
"epoch": 10.35,
"learning_rate": 4.826581171670067e-05,
"loss": 0.0587,
"step": 71000
},
{
"epoch": 10.42,
"learning_rate": 4.7901486447099975e-05,
"loss": 0.0585,
"step": 71500
},
{
"epoch": 10.49,
"learning_rate": 4.7537161177499274e-05,
"loss": 0.0627,
"step": 72000
},
{
"epoch": 10.57,
"learning_rate": 4.717283590789857e-05,
"loss": 0.0557,
"step": 72500
},
{
"epoch": 10.64,
"learning_rate": 4.680851063829788e-05,
"loss": 0.058,
"step": 73000
},
{
"epoch": 10.71,
"learning_rate": 4.6444185368697176e-05,
"loss": 0.0616,
"step": 73500
},
{
"epoch": 10.78,
"learning_rate": 4.6079860099096475e-05,
"loss": 0.0637,
"step": 74000
},
{
"epoch": 10.86,
"learning_rate": 4.571553482949577e-05,
"loss": 0.0646,
"step": 74500
},
{
"epoch": 10.93,
"learning_rate": 4.535120955989507e-05,
"loss": 0.0598,
"step": 75000
},
{
"epoch": 11.0,
"eval_accuracy": 0.9335947295115942,
"eval_loss": 0.30142533779144287,
"eval_runtime": 141.9752,
"eval_samples_per_second": 32.224,
"eval_steps_per_second": 5.374,
"step": 75482
},
{
"epoch": 11.0,
"learning_rate": 4.498688429029438e-05,
"loss": 0.063,
"step": 75500
},
{
"epoch": 11.08,
"learning_rate": 4.4622559020693675e-05,
"loss": 0.0552,
"step": 76000
},
{
"epoch": 11.15,
"learning_rate": 4.4258233751092974e-05,
"loss": 0.0521,
"step": 76500
},
{
"epoch": 11.22,
"learning_rate": 4.389390848149228e-05,
"loss": 0.0526,
"step": 77000
},
{
"epoch": 11.29,
"learning_rate": 4.352958321189158e-05,
"loss": 0.0575,
"step": 77500
},
{
"epoch": 11.37,
"learning_rate": 4.316525794229088e-05,
"loss": 0.0564,
"step": 78000
},
{
"epoch": 11.44,
"learning_rate": 4.280093267269018e-05,
"loss": 0.0574,
"step": 78500
},
{
"epoch": 11.51,
"learning_rate": 4.243660740308948e-05,
"loss": 0.0609,
"step": 79000
},
{
"epoch": 11.59,
"learning_rate": 4.2072282133488785e-05,
"loss": 0.0524,
"step": 79500
},
{
"epoch": 11.66,
"learning_rate": 4.1707956863888084e-05,
"loss": 0.0552,
"step": 80000
},
{
"epoch": 11.73,
"learning_rate": 4.134363159428738e-05,
"loss": 0.0596,
"step": 80500
},
{
"epoch": 11.8,
"learning_rate": 4.097930632468668e-05,
"loss": 0.0535,
"step": 81000
},
{
"epoch": 11.88,
"learning_rate": 4.061498105508598e-05,
"loss": 0.0672,
"step": 81500
},
{
"epoch": 11.95,
"learning_rate": 4.025065578548528e-05,
"loss": 0.0609,
"step": 82000
},
{
"epoch": 12.0,
"eval_accuracy": 0.9334938096476301,
"eval_loss": 0.33718985319137573,
"eval_runtime": 142.0149,
"eval_samples_per_second": 32.215,
"eval_steps_per_second": 5.373,
"step": 82344
},
{
"epoch": 12.02,
"learning_rate": 3.988633051588458e-05,
"loss": 0.0527,
"step": 82500
},
{
"epoch": 12.1,
"learning_rate": 3.952200524628388e-05,
"loss": 0.051,
"step": 83000
},
{
"epoch": 12.17,
"learning_rate": 3.915767997668319e-05,
"loss": 0.0544,
"step": 83500
},
{
"epoch": 12.24,
"learning_rate": 3.8793354707082485e-05,
"loss": 0.0507,
"step": 84000
},
{
"epoch": 12.31,
"learning_rate": 3.8429029437481784e-05,
"loss": 0.0563,
"step": 84500
},
{
"epoch": 12.39,
"learning_rate": 3.806470416788109e-05,
"loss": 0.0499,
"step": 85000
},
{
"epoch": 12.46,
"learning_rate": 3.770037889828039e-05,
"loss": 0.0621,
"step": 85500
},
{
"epoch": 12.53,
"learning_rate": 3.7336053628679686e-05,
"loss": 0.0579,
"step": 86000
},
{
"epoch": 12.61,
"learning_rate": 3.697172835907899e-05,
"loss": 0.0507,
"step": 86500
},
{
"epoch": 12.68,
"learning_rate": 3.660740308947829e-05,
"loss": 0.054,
"step": 87000
},
{
"epoch": 12.75,
"learning_rate": 3.624307781987759e-05,
"loss": 0.0538,
"step": 87500
},
{
"epoch": 12.82,
"learning_rate": 3.587875255027689e-05,
"loss": 0.0512,
"step": 88000
},
{
"epoch": 12.9,
"learning_rate": 3.5514427280676185e-05,
"loss": 0.0548,
"step": 88500
},
{
"epoch": 12.97,
"learning_rate": 3.515010201107549e-05,
"loss": 0.0525,
"step": 89000
},
{
"epoch": 13.0,
"eval_accuracy": 0.9331416199182858,
"eval_loss": 0.3078489601612091,
"eval_runtime": 141.952,
"eval_samples_per_second": 32.229,
"eval_steps_per_second": 5.375,
"step": 89206
},
{
"epoch": 13.04,
"learning_rate": 3.478577674147479e-05,
"loss": 0.054,
"step": 89500
},
{
"epoch": 13.12,
"learning_rate": 3.442145147187409e-05,
"loss": 0.0486,
"step": 90000
},
{
"epoch": 13.19,
"learning_rate": 3.405712620227339e-05,
"loss": 0.0524,
"step": 90500
},
{
"epoch": 13.26,
"learning_rate": 3.369280093267269e-05,
"loss": 0.0503,
"step": 91000
},
{
"epoch": 13.33,
"learning_rate": 3.332847566307199e-05,
"loss": 0.0494,
"step": 91500
},
{
"epoch": 13.41,
"learning_rate": 3.2964150393471295e-05,
"loss": 0.0465,
"step": 92000
},
{
"epoch": 13.48,
"learning_rate": 3.2599825123870594e-05,
"loss": 0.0503,
"step": 92500
},
{
"epoch": 13.55,
"learning_rate": 3.22354998542699e-05,
"loss": 0.0554,
"step": 93000
},
{
"epoch": 13.63,
"learning_rate": 3.18711745846692e-05,
"loss": 0.0497,
"step": 93500
},
{
"epoch": 13.7,
"learning_rate": 3.1506849315068496e-05,
"loss": 0.0509,
"step": 94000
},
{
"epoch": 13.77,
"learning_rate": 3.1142524045467795e-05,
"loss": 0.0566,
"step": 94500
},
{
"epoch": 13.84,
"learning_rate": 3.077819877586709e-05,
"loss": 0.0535,
"step": 95000
},
{
"epoch": 13.92,
"learning_rate": 3.0413873506266395e-05,
"loss": 0.0545,
"step": 95500
},
{
"epoch": 13.99,
"learning_rate": 3.0049548236665697e-05,
"loss": 0.049,
"step": 96000
},
{
"epoch": 14.0,
"eval_accuracy": 0.9329361759095016,
"eval_loss": 0.35664141178131104,
"eval_runtime": 141.9778,
"eval_samples_per_second": 32.223,
"eval_steps_per_second": 5.374,
"step": 96068
},
{
"epoch": 14.06,
"learning_rate": 2.9685222967064995e-05,
"loss": 0.0496,
"step": 96500
},
{
"epoch": 14.14,
"learning_rate": 2.93208976974643e-05,
"loss": 0.0493,
"step": 97000
},
{
"epoch": 14.21,
"learning_rate": 2.89565724278636e-05,
"loss": 0.0472,
"step": 97500
},
{
"epoch": 14.28,
"learning_rate": 2.8592247158262898e-05,
"loss": 0.0499,
"step": 98000
},
{
"epoch": 14.35,
"learning_rate": 2.82279218886622e-05,
"loss": 0.0481,
"step": 98500
},
{
"epoch": 14.43,
"learning_rate": 2.7863596619061498e-05,
"loss": 0.0495,
"step": 99000
},
{
"epoch": 14.5,
"learning_rate": 2.7499271349460797e-05,
"loss": 0.049,
"step": 99500
},
{
"epoch": 14.57,
"learning_rate": 2.7134946079860102e-05,
"loss": 0.0448,
"step": 100000
},
{
"epoch": 14.65,
"learning_rate": 2.67706208102594e-05,
"loss": 0.0499,
"step": 100500
},
{
"epoch": 14.72,
"learning_rate": 2.64062955406587e-05,
"loss": 0.0496,
"step": 101000
},
{
"epoch": 14.79,
"learning_rate": 2.6041970271058004e-05,
"loss": 0.0507,
"step": 101500
},
{
"epoch": 14.86,
"learning_rate": 2.5677645001457303e-05,
"loss": 0.051,
"step": 102000
},
{
"epoch": 14.94,
"learning_rate": 2.5313319731856604e-05,
"loss": 0.051,
"step": 102500
},
{
"epoch": 15.0,
"eval_accuracy": 0.931511970074171,
"eval_loss": 0.3619065284729004,
"eval_runtime": 141.9378,
"eval_samples_per_second": 32.232,
"eval_steps_per_second": 5.376,
"step": 102930
},
{
"epoch": 15.01,
"learning_rate": 2.4948994462255903e-05,
"loss": 0.0506,
"step": 103000
},
{
"epoch": 15.08,
"learning_rate": 2.4584669192655205e-05,
"loss": 0.0419,
"step": 103500
},
{
"epoch": 15.16,
"learning_rate": 2.4220343923054503e-05,
"loss": 0.0445,
"step": 104000
},
{
"epoch": 15.23,
"learning_rate": 2.3856018653453805e-05,
"loss": 0.0449,
"step": 104500
},
{
"epoch": 15.3,
"learning_rate": 2.3491693383853107e-05,
"loss": 0.0428,
"step": 105000
},
{
"epoch": 15.37,
"learning_rate": 2.3127368114252406e-05,
"loss": 0.0474,
"step": 105500
},
{
"epoch": 15.45,
"learning_rate": 2.2763042844651704e-05,
"loss": 0.0463,
"step": 106000
},
{
"epoch": 15.52,
"learning_rate": 2.2398717575051006e-05,
"loss": 0.0477,
"step": 106500
},
{
"epoch": 15.59,
"learning_rate": 2.2034392305450308e-05,
"loss": 0.0459,
"step": 107000
},
{
"epoch": 15.67,
"learning_rate": 2.167006703584961e-05,
"loss": 0.0505,
"step": 107500
},
{
"epoch": 15.74,
"learning_rate": 2.130574176624891e-05,
"loss": 0.0445,
"step": 108000
},
{
"epoch": 15.81,
"learning_rate": 2.0941416496648207e-05,
"loss": 0.048,
"step": 108500
},
{
"epoch": 15.88,
"learning_rate": 2.057709122704751e-05,
"loss": 0.046,
"step": 109000
},
{
"epoch": 15.96,
"learning_rate": 2.0212765957446807e-05,
"loss": 0.0488,
"step": 109500
},
{
"epoch": 16.0,
"eval_accuracy": 0.932402742342834,
"eval_loss": 0.3990395665168762,
"eval_runtime": 141.9873,
"eval_samples_per_second": 32.221,
"eval_steps_per_second": 5.374,
"step": 109792
},
{
"epoch": 16.03,
"learning_rate": 1.984844068784611e-05,
"loss": 0.0426,
"step": 110000
},
{
"epoch": 16.1,
"learning_rate": 1.948411541824541e-05,
"loss": 0.0421,
"step": 110500
},
{
"epoch": 16.18,
"learning_rate": 1.9119790148644713e-05,
"loss": 0.0431,
"step": 111000
},
{
"epoch": 16.25,
"learning_rate": 1.875546487904401e-05,
"loss": 0.0417,
"step": 111500
},
{
"epoch": 16.32,
"learning_rate": 1.839113960944331e-05,
"loss": 0.0393,
"step": 112000
},
{
"epoch": 16.39,
"learning_rate": 1.8026814339842612e-05,
"loss": 0.0442,
"step": 112500
},
{
"epoch": 16.47,
"learning_rate": 1.7662489070241914e-05,
"loss": 0.0435,
"step": 113000
},
{
"epoch": 16.54,
"learning_rate": 1.7298163800641212e-05,
"loss": 0.0462,
"step": 113500
},
{
"epoch": 16.61,
"learning_rate": 1.6933838531040514e-05,
"loss": 0.0467,
"step": 114000
},
{
"epoch": 16.69,
"learning_rate": 1.6569513261439816e-05,
"loss": 0.0437,
"step": 114500
},
{
"epoch": 16.76,
"learning_rate": 1.6205187991839114e-05,
"loss": 0.046,
"step": 115000
},
{
"epoch": 16.83,
"learning_rate": 1.5840862722238413e-05,
"loss": 0.0442,
"step": 115500
},
{
"epoch": 16.9,
"learning_rate": 1.5476537452637715e-05,
"loss": 0.0435,
"step": 116000
},
{
"epoch": 16.98,
"learning_rate": 1.5112212183037017e-05,
"loss": 0.0475,
"step": 116500
},
{
"epoch": 17.0,
"eval_accuracy": 0.9315557363417064,
"eval_loss": 0.41956067085266113,
"eval_runtime": 142.0163,
"eval_samples_per_second": 32.215,
"eval_steps_per_second": 5.373,
"step": 116654
},
{
"epoch": 17.05,
"learning_rate": 1.4747886913436319e-05,
"loss": 0.0404,
"step": 117000
},
{
"epoch": 17.12,
"learning_rate": 1.4383561643835617e-05,
"loss": 0.0419,
"step": 117500
},
{
"epoch": 17.2,
"learning_rate": 1.4019236374234917e-05,
"loss": 0.0415,
"step": 118000
},
{
"epoch": 17.27,
"learning_rate": 1.365491110463422e-05,
"loss": 0.0397,
"step": 118500
},
{
"epoch": 17.34,
"learning_rate": 1.3290585835033518e-05,
"loss": 0.0399,
"step": 119000
},
{
"epoch": 17.41,
"learning_rate": 1.2926260565432818e-05,
"loss": 0.0438,
"step": 119500
},
{
"epoch": 17.49,
"learning_rate": 1.256193529583212e-05,
"loss": 0.0453,
"step": 120000
},
{
"epoch": 17.56,
"learning_rate": 1.219761002623142e-05,
"loss": 0.0454,
"step": 120500
},
{
"epoch": 17.63,
"learning_rate": 1.183328475663072e-05,
"loss": 0.0435,
"step": 121000
},
{
"epoch": 17.71,
"learning_rate": 1.146895948703002e-05,
"loss": 0.0407,
"step": 121500
},
{
"epoch": 17.78,
"learning_rate": 1.1104634217429322e-05,
"loss": 0.041,
"step": 122000
},
{
"epoch": 17.85,
"learning_rate": 1.074030894782862e-05,
"loss": 0.0438,
"step": 122500
},
{
"epoch": 17.92,
"learning_rate": 1.0375983678227923e-05,
"loss": 0.0449,
"step": 123000
},
{
"epoch": 18.0,
"learning_rate": 1.0011658408627223e-05,
"loss": 0.0421,
"step": 123500
},
{
"epoch": 18.0,
"eval_accuracy": 0.9312395894209208,
"eval_loss": 0.4355740249156952,
"eval_runtime": 142.0074,
"eval_samples_per_second": 32.217,
"eval_steps_per_second": 5.373,
"step": 123516
}
],
"logging_steps": 500,
"max_steps": 137240,
"num_input_tokens_seen": 0,
"num_train_epochs": 20,
"save_steps": 500,
"total_flos": 4.9509613574265683e+17,
"train_batch_size": 6,
"trial_name": null,
"trial_params": null
}