tmnam20's picture
Training in progress, step 49000, checkpoint
cfad633
raw
history blame
18.6 kB
{
"best_metric": 0.9895390868186951,
"best_model_checkpoint": "/kaggle/output/checkpoint-49000",
"epoch": 1.996414602346806,
"eval_steps": 1000,
"global_step": 49000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 2.7777777777777777e-11,
"loss": 1.2076,
"step": 1
},
{
"epoch": 0.04,
"learning_rate": 2.7750000000000004e-08,
"loss": 1.1301,
"step": 1000
},
{
"epoch": 0.04,
"eval_accuracy": 0.3321357285429142,
"eval_loss": 1.1047232151031494,
"eval_runtime": 50.8344,
"eval_samples_per_second": 98.555,
"eval_steps_per_second": 12.334,
"step": 1000
},
{
"epoch": 0.08,
"learning_rate": 5.5527777777777784e-08,
"loss": 1.1286,
"step": 2000
},
{
"epoch": 0.08,
"eval_accuracy": 0.3377245508982036,
"eval_loss": 1.1038333177566528,
"eval_runtime": 50.8114,
"eval_samples_per_second": 98.6,
"eval_steps_per_second": 12.34,
"step": 2000
},
{
"epoch": 0.12,
"learning_rate": 8.327777777777778e-08,
"loss": 1.1214,
"step": 3000
},
{
"epoch": 0.12,
"eval_accuracy": 0.3409181636726547,
"eval_loss": 1.103529930114746,
"eval_runtime": 50.8258,
"eval_samples_per_second": 98.572,
"eval_steps_per_second": 12.336,
"step": 3000
},
{
"epoch": 0.16,
"learning_rate": 1.1105555555555557e-07,
"loss": 1.1249,
"step": 4000
},
{
"epoch": 0.16,
"eval_accuracy": 0.3469061876247505,
"eval_loss": 1.1000434160232544,
"eval_runtime": 50.6414,
"eval_samples_per_second": 98.931,
"eval_steps_per_second": 12.381,
"step": 4000
},
{
"epoch": 0.2,
"learning_rate": 1.3880555555555558e-07,
"loss": 1.1206,
"step": 5000
},
{
"epoch": 0.2,
"eval_accuracy": 0.34171656686626745,
"eval_loss": 1.0996097326278687,
"eval_runtime": 50.6956,
"eval_samples_per_second": 98.825,
"eval_steps_per_second": 12.368,
"step": 5000
},
{
"epoch": 0.24,
"learning_rate": 1.6658333333333335e-07,
"loss": 1.1161,
"step": 6000
},
{
"epoch": 0.24,
"eval_accuracy": 0.3590818363273453,
"eval_loss": 1.096977710723877,
"eval_runtime": 50.5826,
"eval_samples_per_second": 99.046,
"eval_steps_per_second": 12.396,
"step": 6000
},
{
"epoch": 0.29,
"learning_rate": 1.9433333333333334e-07,
"loss": 1.1138,
"step": 7000
},
{
"epoch": 0.29,
"eval_accuracy": 0.3532934131736527,
"eval_loss": 1.0949815511703491,
"eval_runtime": 50.5604,
"eval_samples_per_second": 99.089,
"eval_steps_per_second": 12.401,
"step": 7000
},
{
"epoch": 0.33,
"learning_rate": 2.2211111111111114e-07,
"loss": 1.1135,
"step": 8000
},
{
"epoch": 0.33,
"eval_accuracy": 0.36327345309381237,
"eval_loss": 1.093558430671692,
"eval_runtime": 50.608,
"eval_samples_per_second": 98.996,
"eval_steps_per_second": 12.389,
"step": 8000
},
{
"epoch": 0.37,
"learning_rate": 2.4986111111111113e-07,
"loss": 1.1063,
"step": 9000
},
{
"epoch": 0.37,
"eval_accuracy": 0.35548902195608784,
"eval_loss": 1.0992107391357422,
"eval_runtime": 50.5434,
"eval_samples_per_second": 99.123,
"eval_steps_per_second": 12.405,
"step": 9000
},
{
"epoch": 0.41,
"learning_rate": 2.776388888888889e-07,
"loss": 1.1083,
"step": 10000
},
{
"epoch": 0.41,
"eval_accuracy": 0.3836327345309381,
"eval_loss": 1.0920206308364868,
"eval_runtime": 50.5559,
"eval_samples_per_second": 99.098,
"eval_steps_per_second": 12.402,
"step": 10000
},
{
"epoch": 0.45,
"learning_rate": 3.053888888888889e-07,
"loss": 1.1044,
"step": 11000
},
{
"epoch": 0.45,
"eval_accuracy": 0.38762475049900197,
"eval_loss": 1.0904459953308105,
"eval_runtime": 50.9725,
"eval_samples_per_second": 98.288,
"eval_steps_per_second": 12.301,
"step": 11000
},
{
"epoch": 0.49,
"learning_rate": 3.331666666666667e-07,
"loss": 1.1019,
"step": 12000
},
{
"epoch": 0.49,
"eval_accuracy": 0.3912175648702595,
"eval_loss": 1.088543176651001,
"eval_runtime": 50.8297,
"eval_samples_per_second": 98.564,
"eval_steps_per_second": 12.335,
"step": 12000
},
{
"epoch": 0.53,
"learning_rate": 3.609166666666667e-07,
"loss": 1.1032,
"step": 13000
},
{
"epoch": 0.53,
"eval_accuracy": 0.3435129740518962,
"eval_loss": 1.0940682888031006,
"eval_runtime": 51.0031,
"eval_samples_per_second": 98.229,
"eval_steps_per_second": 12.293,
"step": 13000
},
{
"epoch": 0.57,
"learning_rate": 3.886944444444445e-07,
"loss": 1.1006,
"step": 14000
},
{
"epoch": 0.57,
"eval_accuracy": 0.36826347305389223,
"eval_loss": 1.0924910306930542,
"eval_runtime": 51.2753,
"eval_samples_per_second": 97.708,
"eval_steps_per_second": 12.228,
"step": 14000
},
{
"epoch": 0.61,
"learning_rate": 4.164444444444445e-07,
"loss": 1.1,
"step": 15000
},
{
"epoch": 0.61,
"eval_accuracy": 0.38323353293413176,
"eval_loss": 1.0879395008087158,
"eval_runtime": 51.3783,
"eval_samples_per_second": 97.512,
"eval_steps_per_second": 12.204,
"step": 15000
},
{
"epoch": 0.65,
"learning_rate": 4.442222222222223e-07,
"loss": 1.0982,
"step": 16000
},
{
"epoch": 0.65,
"eval_accuracy": 0.3964071856287425,
"eval_loss": 1.0822893381118774,
"eval_runtime": 51.2346,
"eval_samples_per_second": 97.786,
"eval_steps_per_second": 12.238,
"step": 16000
},
{
"epoch": 0.69,
"learning_rate": 4.7197222222222224e-07,
"loss": 1.0953,
"step": 17000
},
{
"epoch": 0.69,
"eval_accuracy": 0.4121756487025948,
"eval_loss": 1.0795228481292725,
"eval_runtime": 51.31,
"eval_samples_per_second": 97.642,
"eval_steps_per_second": 12.22,
"step": 17000
},
{
"epoch": 0.73,
"learning_rate": 4.997500000000001e-07,
"loss": 1.0943,
"step": 18000
},
{
"epoch": 0.73,
"eval_accuracy": 0.42015968063872255,
"eval_loss": 1.079458236694336,
"eval_runtime": 51.3255,
"eval_samples_per_second": 97.612,
"eval_steps_per_second": 12.216,
"step": 18000
},
{
"epoch": 0.77,
"learning_rate": 5.275e-07,
"loss": 1.0885,
"step": 19000
},
{
"epoch": 0.77,
"eval_accuracy": 0.437125748502994,
"eval_loss": 1.0667964220046997,
"eval_runtime": 51.1737,
"eval_samples_per_second": 97.902,
"eval_steps_per_second": 12.252,
"step": 19000
},
{
"epoch": 0.81,
"learning_rate": 5.552777777777778e-07,
"loss": 1.0792,
"step": 20000
},
{
"epoch": 0.81,
"eval_accuracy": 0.4315369261477046,
"eval_loss": 1.0628777742385864,
"eval_runtime": 51.4162,
"eval_samples_per_second": 97.44,
"eval_steps_per_second": 12.195,
"step": 20000
},
{
"epoch": 0.86,
"learning_rate": 5.830277777777779e-07,
"loss": 1.0755,
"step": 21000
},
{
"epoch": 0.86,
"eval_accuracy": 0.4343313373253493,
"eval_loss": 1.0604455471038818,
"eval_runtime": 51.2629,
"eval_samples_per_second": 97.731,
"eval_steps_per_second": 12.231,
"step": 21000
},
{
"epoch": 0.9,
"learning_rate": 6.108055555555556e-07,
"loss": 1.073,
"step": 22000
},
{
"epoch": 0.9,
"eval_accuracy": 0.43353293413173655,
"eval_loss": 1.0552711486816406,
"eval_runtime": 51.2402,
"eval_samples_per_second": 97.775,
"eval_steps_per_second": 12.236,
"step": 22000
},
{
"epoch": 0.94,
"learning_rate": 6.385555555555556e-07,
"loss": 1.0699,
"step": 23000
},
{
"epoch": 0.94,
"eval_accuracy": 0.4313373253493014,
"eval_loss": 1.052398920059204,
"eval_runtime": 51.1758,
"eval_samples_per_second": 97.898,
"eval_steps_per_second": 12.252,
"step": 23000
},
{
"epoch": 0.98,
"learning_rate": 6.663333333333334e-07,
"loss": 1.0695,
"step": 24000
},
{
"epoch": 0.98,
"eval_accuracy": 0.4407185628742515,
"eval_loss": 1.047132968902588,
"eval_runtime": 51.3549,
"eval_samples_per_second": 97.556,
"eval_steps_per_second": 12.209,
"step": 24000
},
{
"epoch": 1.02,
"learning_rate": 6.940833333333334e-07,
"loss": 1.0656,
"step": 25000
},
{
"epoch": 1.02,
"eval_accuracy": 0.4439121756487026,
"eval_loss": 1.045853853225708,
"eval_runtime": 51.1548,
"eval_samples_per_second": 97.938,
"eval_steps_per_second": 12.257,
"step": 25000
},
{
"epoch": 1.06,
"learning_rate": 7.218611111111112e-07,
"loss": 1.0645,
"step": 26000
},
{
"epoch": 1.06,
"eval_accuracy": 0.43273453093812375,
"eval_loss": 1.0467982292175293,
"eval_runtime": 51.1774,
"eval_samples_per_second": 97.895,
"eval_steps_per_second": 12.252,
"step": 26000
},
{
"epoch": 1.1,
"learning_rate": 7.496111111111112e-07,
"loss": 1.0639,
"step": 27000
},
{
"epoch": 1.1,
"eval_accuracy": 0.43313373253493015,
"eval_loss": 1.0436949729919434,
"eval_runtime": 51.1313,
"eval_samples_per_second": 97.983,
"eval_steps_per_second": 12.263,
"step": 27000
},
{
"epoch": 1.14,
"learning_rate": 7.77388888888889e-07,
"loss": 1.0638,
"step": 28000
},
{
"epoch": 1.14,
"eval_accuracy": 0.436127744510978,
"eval_loss": 1.0424726009368896,
"eval_runtime": 51.2359,
"eval_samples_per_second": 97.783,
"eval_steps_per_second": 12.238,
"step": 28000
},
{
"epoch": 1.18,
"learning_rate": 8.051388888888889e-07,
"loss": 1.0591,
"step": 29000
},
{
"epoch": 1.18,
"eval_accuracy": 0.43852295409181635,
"eval_loss": 1.0379680395126343,
"eval_runtime": 51.0917,
"eval_samples_per_second": 98.059,
"eval_steps_per_second": 12.272,
"step": 29000
},
{
"epoch": 1.22,
"learning_rate": 8.329166666666667e-07,
"loss": 1.0571,
"step": 30000
},
{
"epoch": 1.22,
"eval_accuracy": 0.43932135728542915,
"eval_loss": 1.034009575843811,
"eval_runtime": 51.187,
"eval_samples_per_second": 97.876,
"eval_steps_per_second": 12.249,
"step": 30000
},
{
"epoch": 1.26,
"learning_rate": 8.606666666666668e-07,
"loss": 1.0609,
"step": 31000
},
{
"epoch": 1.26,
"eval_accuracy": 0.4489021956087824,
"eval_loss": 1.0380228757858276,
"eval_runtime": 51.2533,
"eval_samples_per_second": 97.75,
"eval_steps_per_second": 12.233,
"step": 31000
},
{
"epoch": 1.3,
"learning_rate": 8.884444444444445e-07,
"loss": 1.0536,
"step": 32000
},
{
"epoch": 1.3,
"eval_accuracy": 0.4347305389221557,
"eval_loss": 1.035749912261963,
"eval_runtime": 51.1708,
"eval_samples_per_second": 97.907,
"eval_steps_per_second": 12.253,
"step": 32000
},
{
"epoch": 1.34,
"learning_rate": 9.161944444444445e-07,
"loss": 1.0526,
"step": 33000
},
{
"epoch": 1.34,
"eval_accuracy": 0.4471057884231537,
"eval_loss": 1.0298662185668945,
"eval_runtime": 51.2742,
"eval_samples_per_second": 97.71,
"eval_steps_per_second": 12.228,
"step": 33000
},
{
"epoch": 1.39,
"learning_rate": 9.439722222222223e-07,
"loss": 1.0454,
"step": 34000
},
{
"epoch": 1.39,
"eval_accuracy": 0.449500998003992,
"eval_loss": 1.028323769569397,
"eval_runtime": 51.2636,
"eval_samples_per_second": 97.73,
"eval_steps_per_second": 12.231,
"step": 34000
},
{
"epoch": 1.43,
"learning_rate": 9.717222222222224e-07,
"loss": 1.0507,
"step": 35000
},
{
"epoch": 1.43,
"eval_accuracy": 0.4554890219560878,
"eval_loss": 1.0231916904449463,
"eval_runtime": 51.2328,
"eval_samples_per_second": 97.789,
"eval_steps_per_second": 12.238,
"step": 35000
},
{
"epoch": 1.47,
"learning_rate": 9.995000000000001e-07,
"loss": 1.0462,
"step": 36000
},
{
"epoch": 1.47,
"eval_accuracy": 0.4590818363273453,
"eval_loss": 1.02061927318573,
"eval_runtime": 50.6455,
"eval_samples_per_second": 98.923,
"eval_steps_per_second": 12.38,
"step": 36000
},
{
"epoch": 1.51,
"learning_rate": 1.02725e-06,
"loss": 1.0423,
"step": 37000
},
{
"epoch": 1.51,
"eval_accuracy": 0.4722554890219561,
"eval_loss": 1.0115904808044434,
"eval_runtime": 51.0173,
"eval_samples_per_second": 98.202,
"eval_steps_per_second": 12.29,
"step": 37000
},
{
"epoch": 1.55,
"learning_rate": 1.055027777777778e-06,
"loss": 1.041,
"step": 38000
},
{
"epoch": 1.55,
"eval_accuracy": 0.47365269461077847,
"eval_loss": 1.0123876333236694,
"eval_runtime": 51.1777,
"eval_samples_per_second": 97.894,
"eval_steps_per_second": 12.251,
"step": 38000
},
{
"epoch": 1.59,
"learning_rate": 1.0827777777777778e-06,
"loss": 1.0422,
"step": 39000
},
{
"epoch": 1.59,
"eval_accuracy": 0.46367265469061875,
"eval_loss": 1.019059181213379,
"eval_runtime": 51.1786,
"eval_samples_per_second": 97.892,
"eval_steps_per_second": 12.251,
"step": 39000
},
{
"epoch": 1.63,
"learning_rate": 1.1105555555555556e-06,
"loss": 1.034,
"step": 40000
},
{
"epoch": 1.63,
"eval_accuracy": 0.4782435129740519,
"eval_loss": 1.0045363903045654,
"eval_runtime": 51.2481,
"eval_samples_per_second": 97.76,
"eval_steps_per_second": 12.235,
"step": 40000
},
{
"epoch": 1.67,
"learning_rate": 1.1383055555555557e-06,
"loss": 1.0349,
"step": 41000
},
{
"epoch": 1.67,
"eval_accuracy": 0.4550898203592814,
"eval_loss": 1.0253337621688843,
"eval_runtime": 51.219,
"eval_samples_per_second": 97.815,
"eval_steps_per_second": 12.242,
"step": 41000
},
{
"epoch": 1.71,
"learning_rate": 1.1660833333333334e-06,
"loss": 1.0338,
"step": 42000
},
{
"epoch": 1.71,
"eval_accuracy": 0.480439121756487,
"eval_loss": 1.000636339187622,
"eval_runtime": 51.1853,
"eval_samples_per_second": 97.88,
"eval_steps_per_second": 12.25,
"step": 42000
},
{
"epoch": 1.75,
"learning_rate": 1.1938333333333335e-06,
"loss": 1.031,
"step": 43000
},
{
"epoch": 1.75,
"eval_accuracy": 0.45888223552894214,
"eval_loss": 1.0288445949554443,
"eval_runtime": 51.295,
"eval_samples_per_second": 97.67,
"eval_steps_per_second": 12.223,
"step": 43000
},
{
"epoch": 1.79,
"learning_rate": 1.2216111111111113e-06,
"loss": 1.0327,
"step": 44000
},
{
"epoch": 1.79,
"eval_accuracy": 0.493812375249501,
"eval_loss": 0.9989358186721802,
"eval_runtime": 51.1981,
"eval_samples_per_second": 97.855,
"eval_steps_per_second": 12.247,
"step": 44000
},
{
"epoch": 1.83,
"learning_rate": 1.2493611111111112e-06,
"loss": 1.0321,
"step": 45000
},
{
"epoch": 1.83,
"eval_accuracy": 0.4870259481037924,
"eval_loss": 1.003555417060852,
"eval_runtime": 50.8148,
"eval_samples_per_second": 98.593,
"eval_steps_per_second": 12.339,
"step": 45000
},
{
"epoch": 1.87,
"learning_rate": 1.277138888888889e-06,
"loss": 1.0326,
"step": 46000
},
{
"epoch": 1.87,
"eval_accuracy": 0.4810379241516966,
"eval_loss": 1.00687575340271,
"eval_runtime": 50.7043,
"eval_samples_per_second": 98.808,
"eval_steps_per_second": 12.366,
"step": 46000
},
{
"epoch": 1.91,
"learning_rate": 1.304888888888889e-06,
"loss": 1.0266,
"step": 47000
},
{
"epoch": 1.91,
"eval_accuracy": 0.49840319361277446,
"eval_loss": 0.9924121499061584,
"eval_runtime": 50.7174,
"eval_samples_per_second": 98.783,
"eval_steps_per_second": 12.363,
"step": 47000
},
{
"epoch": 1.96,
"learning_rate": 1.3326666666666668e-06,
"loss": 1.0285,
"step": 48000
},
{
"epoch": 1.96,
"eval_accuracy": 0.45788423153692615,
"eval_loss": 1.0277597904205322,
"eval_runtime": 50.7995,
"eval_samples_per_second": 98.623,
"eval_steps_per_second": 12.343,
"step": 48000
},
{
"epoch": 2.0,
"learning_rate": 1.3604166666666668e-06,
"loss": 1.0236,
"step": 49000
},
{
"epoch": 2.0,
"eval_accuracy": 0.5021956087824351,
"eval_loss": 0.9895390868186951,
"eval_runtime": 50.824,
"eval_samples_per_second": 98.576,
"eval_steps_per_second": 12.337,
"step": 49000
}
],
"logging_steps": 1000,
"max_steps": 10000000,
"num_train_epochs": 408,
"save_steps": 1000,
"total_flos": 1.024271400936407e+17,
"trial_name": null,
"trial_params": null
}