anas-awadalla's picture
End of training
c855a69
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"global_step": 10950,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02,
"learning_rate": 2.9726027397260275e-05,
"loss": 0.2472,
"step": 100
},
{
"epoch": 0.04,
"learning_rate": 2.945205479452055e-05,
"loss": 0.179,
"step": 200
},
{
"epoch": 0.05,
"learning_rate": 2.9178082191780824e-05,
"loss": 0.169,
"step": 300
},
{
"epoch": 0.07,
"learning_rate": 2.8904109589041095e-05,
"loss": 0.1476,
"step": 400
},
{
"epoch": 0.09,
"learning_rate": 2.863013698630137e-05,
"loss": 0.1419,
"step": 500
},
{
"epoch": 0.11,
"learning_rate": 2.8356164383561644e-05,
"loss": 0.1517,
"step": 600
},
{
"epoch": 0.13,
"learning_rate": 2.808219178082192e-05,
"loss": 0.1466,
"step": 700
},
{
"epoch": 0.15,
"learning_rate": 2.7808219178082193e-05,
"loss": 0.1398,
"step": 800
},
{
"epoch": 0.16,
"learning_rate": 2.7534246575342468e-05,
"loss": 0.1409,
"step": 900
},
{
"epoch": 0.18,
"learning_rate": 2.726027397260274e-05,
"loss": 0.1381,
"step": 1000
},
{
"epoch": 0.2,
"learning_rate": 2.6986301369863014e-05,
"loss": 0.1349,
"step": 1100
},
{
"epoch": 0.22,
"learning_rate": 2.6712328767123288e-05,
"loss": 0.1375,
"step": 1200
},
{
"epoch": 0.24,
"learning_rate": 2.6438356164383563e-05,
"loss": 0.1397,
"step": 1300
},
{
"epoch": 0.26,
"learning_rate": 2.6164383561643837e-05,
"loss": 0.1354,
"step": 1400
},
{
"epoch": 0.27,
"learning_rate": 2.589041095890411e-05,
"loss": 0.1288,
"step": 1500
},
{
"epoch": 0.29,
"learning_rate": 2.5616438356164386e-05,
"loss": 0.1216,
"step": 1600
},
{
"epoch": 0.31,
"learning_rate": 2.5342465753424657e-05,
"loss": 0.1282,
"step": 1700
},
{
"epoch": 0.33,
"learning_rate": 2.5068493150684932e-05,
"loss": 0.1302,
"step": 1800
},
{
"epoch": 0.35,
"learning_rate": 2.4794520547945206e-05,
"loss": 0.1289,
"step": 1900
},
{
"epoch": 0.37,
"learning_rate": 2.452054794520548e-05,
"loss": 0.1209,
"step": 2000
},
{
"epoch": 0.38,
"learning_rate": 2.4246575342465755e-05,
"loss": 0.1253,
"step": 2100
},
{
"epoch": 0.4,
"learning_rate": 2.397260273972603e-05,
"loss": 0.1268,
"step": 2200
},
{
"epoch": 0.42,
"learning_rate": 2.36986301369863e-05,
"loss": 0.1234,
"step": 2300
},
{
"epoch": 0.44,
"learning_rate": 2.3424657534246575e-05,
"loss": 0.1225,
"step": 2400
},
{
"epoch": 0.46,
"learning_rate": 2.315068493150685e-05,
"loss": 0.1148,
"step": 2500
},
{
"epoch": 0.47,
"learning_rate": 2.2876712328767124e-05,
"loss": 0.1228,
"step": 2600
},
{
"epoch": 0.49,
"learning_rate": 2.26027397260274e-05,
"loss": 0.1141,
"step": 2700
},
{
"epoch": 0.51,
"learning_rate": 2.2328767123287673e-05,
"loss": 0.1142,
"step": 2800
},
{
"epoch": 0.53,
"learning_rate": 2.2054794520547945e-05,
"loss": 0.11,
"step": 2900
},
{
"epoch": 0.55,
"learning_rate": 2.178082191780822e-05,
"loss": 0.1142,
"step": 3000
},
{
"epoch": 0.57,
"learning_rate": 2.1506849315068494e-05,
"loss": 0.1118,
"step": 3100
},
{
"epoch": 0.58,
"learning_rate": 2.1232876712328768e-05,
"loss": 0.1126,
"step": 3200
},
{
"epoch": 0.6,
"learning_rate": 2.0958904109589043e-05,
"loss": 0.1147,
"step": 3300
},
{
"epoch": 0.62,
"learning_rate": 2.0684931506849317e-05,
"loss": 0.1134,
"step": 3400
},
{
"epoch": 0.64,
"learning_rate": 2.041095890410959e-05,
"loss": 0.1139,
"step": 3500
},
{
"epoch": 0.66,
"learning_rate": 2.0136986301369863e-05,
"loss": 0.1136,
"step": 3600
},
{
"epoch": 0.68,
"learning_rate": 1.9863013698630137e-05,
"loss": 0.1034,
"step": 3700
},
{
"epoch": 0.69,
"learning_rate": 1.9589041095890412e-05,
"loss": 0.1063,
"step": 3800
},
{
"epoch": 0.71,
"learning_rate": 1.9315068493150686e-05,
"loss": 0.1075,
"step": 3900
},
{
"epoch": 0.73,
"learning_rate": 1.904109589041096e-05,
"loss": 0.1076,
"step": 4000
},
{
"epoch": 0.75,
"learning_rate": 1.8767123287671235e-05,
"loss": 0.1057,
"step": 4100
},
{
"epoch": 0.77,
"learning_rate": 1.8493150684931506e-05,
"loss": 0.1016,
"step": 4200
},
{
"epoch": 0.79,
"learning_rate": 1.821917808219178e-05,
"loss": 0.1058,
"step": 4300
},
{
"epoch": 0.8,
"learning_rate": 1.7945205479452055e-05,
"loss": 0.1099,
"step": 4400
},
{
"epoch": 0.82,
"learning_rate": 1.767123287671233e-05,
"loss": 0.1082,
"step": 4500
},
{
"epoch": 0.84,
"learning_rate": 1.7397260273972604e-05,
"loss": 0.1009,
"step": 4600
},
{
"epoch": 0.86,
"learning_rate": 1.712328767123288e-05,
"loss": 0.1076,
"step": 4700
},
{
"epoch": 0.88,
"learning_rate": 1.6849315068493153e-05,
"loss": 0.106,
"step": 4800
},
{
"epoch": 0.89,
"learning_rate": 1.6575342465753425e-05,
"loss": 0.103,
"step": 4900
},
{
"epoch": 0.91,
"learning_rate": 1.63013698630137e-05,
"loss": 0.1111,
"step": 5000
},
{
"epoch": 0.93,
"learning_rate": 1.6027397260273974e-05,
"loss": 0.1039,
"step": 5100
},
{
"epoch": 0.95,
"learning_rate": 1.5753424657534248e-05,
"loss": 0.1004,
"step": 5200
},
{
"epoch": 0.97,
"learning_rate": 1.5479452054794523e-05,
"loss": 0.1039,
"step": 5300
},
{
"epoch": 0.99,
"learning_rate": 1.5205479452054795e-05,
"loss": 0.1053,
"step": 5400
},
{
"epoch": 1.0,
"eval_exact_match": 73.0085146641438,
"eval_f1": 83.09249441563516,
"step": 5475
},
{
"epoch": 1.0,
"learning_rate": 1.4931506849315068e-05,
"loss": 0.0943,
"step": 5500
},
{
"epoch": 1.02,
"learning_rate": 1.4657534246575343e-05,
"loss": 0.0767,
"step": 5600
},
{
"epoch": 1.04,
"learning_rate": 1.4383561643835615e-05,
"loss": 0.0762,
"step": 5700
},
{
"epoch": 1.06,
"learning_rate": 1.410958904109589e-05,
"loss": 0.0759,
"step": 5800
},
{
"epoch": 1.08,
"learning_rate": 1.3835616438356164e-05,
"loss": 0.0801,
"step": 5900
},
{
"epoch": 1.1,
"learning_rate": 1.3561643835616437e-05,
"loss": 0.0719,
"step": 6000
},
{
"epoch": 1.11,
"learning_rate": 1.3287671232876712e-05,
"loss": 0.0754,
"step": 6100
},
{
"epoch": 1.13,
"learning_rate": 1.3013698630136986e-05,
"loss": 0.0781,
"step": 6200
},
{
"epoch": 1.15,
"learning_rate": 1.2739726027397259e-05,
"loss": 0.0823,
"step": 6300
},
{
"epoch": 1.17,
"learning_rate": 1.2465753424657534e-05,
"loss": 0.0827,
"step": 6400
},
{
"epoch": 1.19,
"learning_rate": 1.2191780821917808e-05,
"loss": 0.0718,
"step": 6500
},
{
"epoch": 1.21,
"learning_rate": 1.1917808219178083e-05,
"loss": 0.0755,
"step": 6600
},
{
"epoch": 1.22,
"learning_rate": 1.1643835616438355e-05,
"loss": 0.0807,
"step": 6700
},
{
"epoch": 1.24,
"learning_rate": 1.136986301369863e-05,
"loss": 0.083,
"step": 6800
},
{
"epoch": 1.26,
"learning_rate": 1.1095890410958904e-05,
"loss": 0.0741,
"step": 6900
},
{
"epoch": 1.28,
"learning_rate": 1.0821917808219177e-05,
"loss": 0.0782,
"step": 7000
},
{
"epoch": 1.3,
"learning_rate": 1.0547945205479452e-05,
"loss": 0.0761,
"step": 7100
},
{
"epoch": 1.32,
"learning_rate": 1.0273972602739726e-05,
"loss": 0.0739,
"step": 7200
},
{
"epoch": 1.33,
"learning_rate": 9.999999999999999e-06,
"loss": 0.0763,
"step": 7300
},
{
"epoch": 1.35,
"learning_rate": 9.726027397260274e-06,
"loss": 0.0796,
"step": 7400
},
{
"epoch": 1.37,
"learning_rate": 9.452054794520548e-06,
"loss": 0.08,
"step": 7500
},
{
"epoch": 1.39,
"learning_rate": 9.178082191780821e-06,
"loss": 0.0768,
"step": 7600
},
{
"epoch": 1.41,
"learning_rate": 8.904109589041095e-06,
"loss": 0.0766,
"step": 7700
},
{
"epoch": 1.42,
"learning_rate": 8.63013698630137e-06,
"loss": 0.0739,
"step": 7800
},
{
"epoch": 1.44,
"learning_rate": 8.356164383561643e-06,
"loss": 0.0718,
"step": 7900
},
{
"epoch": 1.46,
"learning_rate": 8.082191780821917e-06,
"loss": 0.0737,
"step": 8000
},
{
"epoch": 1.48,
"learning_rate": 7.808219178082192e-06,
"loss": 0.0703,
"step": 8100
},
{
"epoch": 1.5,
"learning_rate": 7.5342465753424655e-06,
"loss": 0.0723,
"step": 8200
},
{
"epoch": 1.52,
"learning_rate": 7.260273972602739e-06,
"loss": 0.0747,
"step": 8300
},
{
"epoch": 1.53,
"learning_rate": 6.986301369863014e-06,
"loss": 0.0787,
"step": 8400
},
{
"epoch": 1.55,
"learning_rate": 6.712328767123287e-06,
"loss": 0.0704,
"step": 8500
},
{
"epoch": 1.57,
"learning_rate": 6.438356164383562e-06,
"loss": 0.0703,
"step": 8600
},
{
"epoch": 1.59,
"learning_rate": 6.1643835616438354e-06,
"loss": 0.0688,
"step": 8700
},
{
"epoch": 1.61,
"learning_rate": 5.890410958904109e-06,
"loss": 0.0762,
"step": 8800
},
{
"epoch": 1.63,
"learning_rate": 5.616438356164384e-06,
"loss": 0.0723,
"step": 8900
},
{
"epoch": 1.64,
"learning_rate": 5.342465753424657e-06,
"loss": 0.073,
"step": 9000
},
{
"epoch": 1.66,
"learning_rate": 5.068493150684931e-06,
"loss": 0.0725,
"step": 9100
},
{
"epoch": 1.68,
"learning_rate": 4.7945205479452054e-06,
"loss": 0.0719,
"step": 9200
},
{
"epoch": 1.7,
"learning_rate": 4.520547945205479e-06,
"loss": 0.0674,
"step": 9300
},
{
"epoch": 1.72,
"learning_rate": 4.246575342465754e-06,
"loss": 0.0667,
"step": 9400
},
{
"epoch": 1.74,
"learning_rate": 3.972602739726027e-06,
"loss": 0.0722,
"step": 9500
},
{
"epoch": 1.75,
"learning_rate": 3.6986301369863014e-06,
"loss": 0.071,
"step": 9600
},
{
"epoch": 1.77,
"learning_rate": 3.4246575342465754e-06,
"loss": 0.074,
"step": 9700
},
{
"epoch": 1.79,
"learning_rate": 3.150684931506849e-06,
"loss": 0.0696,
"step": 9800
},
{
"epoch": 1.81,
"learning_rate": 2.876712328767123e-06,
"loss": 0.0699,
"step": 9900
},
{
"epoch": 1.83,
"learning_rate": 2.6027397260273973e-06,
"loss": 0.0734,
"step": 10000
},
{
"epoch": 1.84,
"learning_rate": 2.3287671232876713e-06,
"loss": 0.0687,
"step": 10100
},
{
"epoch": 1.86,
"learning_rate": 2.054794520547945e-06,
"loss": 0.0729,
"step": 10200
},
{
"epoch": 1.88,
"learning_rate": 1.780821917808219e-06,
"loss": 0.0703,
"step": 10300
},
{
"epoch": 1.9,
"learning_rate": 1.5068493150684932e-06,
"loss": 0.0734,
"step": 10400
},
{
"epoch": 1.92,
"learning_rate": 1.232876712328767e-06,
"loss": 0.0728,
"step": 10500
},
{
"epoch": 1.94,
"learning_rate": 9.589041095890411e-07,
"loss": 0.073,
"step": 10600
},
{
"epoch": 1.95,
"learning_rate": 6.84931506849315e-07,
"loss": 0.0694,
"step": 10700
},
{
"epoch": 1.97,
"learning_rate": 4.1095890410958903e-07,
"loss": 0.0675,
"step": 10800
},
{
"epoch": 1.99,
"learning_rate": 1.36986301369863e-07,
"loss": 0.0709,
"step": 10900
},
{
"epoch": 2.0,
"eval_exact_match": 67.9848628192999,
"eval_f1": 79.76062168781495,
"step": 10950
},
{
"epoch": 2.0,
"step": 10950,
"total_flos": 5.341230400536576e+16,
"train_loss": 0.09864264518702956,
"train_runtime": 9855.5808,
"train_samples_per_second": 17.777,
"train_steps_per_second": 1.111
}
],
"max_steps": 10950,
"num_train_epochs": 2,
"total_flos": 5.341230400536576e+16,
"trial_name": null,
"trial_params": null
}