| { | |
| "best_metric": 1.0559338331222534, | |
| "best_model_checkpoint": "/kaggle/output/checkpoint-30000", | |
| "epoch": 1.263037809647979, | |
| "eval_steps": 1000, | |
| "global_step": 31000, | |
| "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": 1.1078, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 2.7750000000000004e-08, | |
| "loss": 1.128, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "eval_accuracy": 0.330938123752495, | |
| "eval_loss": 1.1083118915557861, | |
| "eval_runtime": 12.3979, | |
| "eval_samples_per_second": 404.1, | |
| "eval_steps_per_second": 50.573, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 5.5527777777777784e-08, | |
| "loss": 1.1164, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "eval_accuracy": 0.3323353293413174, | |
| "eval_loss": 1.102672815322876, | |
| "eval_runtime": 12.2861, | |
| "eval_samples_per_second": 407.778, | |
| "eval_steps_per_second": 51.033, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 8.327777777777778e-08, | |
| "loss": 1.1158, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "eval_accuracy": 0.34211576846307384, | |
| "eval_loss": 1.1024774312973022, | |
| "eval_runtime": 12.3746, | |
| "eval_samples_per_second": 404.863, | |
| "eval_steps_per_second": 50.668, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 1.1105555555555557e-07, | |
| "loss": 1.1115, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "eval_accuracy": 0.34890219560878244, | |
| "eval_loss": 1.1012382507324219, | |
| "eval_runtime": 12.5405, | |
| "eval_samples_per_second": 399.505, | |
| "eval_steps_per_second": 49.998, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 1.3880555555555558e-07, | |
| "loss": 1.1141, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "eval_accuracy": 0.3534930139720559, | |
| "eval_loss": 1.1002192497253418, | |
| "eval_runtime": 12.3001, | |
| "eval_samples_per_second": 407.314, | |
| "eval_steps_per_second": 50.975, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 1.6658333333333335e-07, | |
| "loss": 1.112, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "eval_accuracy": 0.3524950099800399, | |
| "eval_loss": 1.100056767463684, | |
| "eval_runtime": 12.4062, | |
| "eval_samples_per_second": 403.831, | |
| "eval_steps_per_second": 50.539, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 1.9433333333333334e-07, | |
| "loss": 1.1115, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "eval_accuracy": 0.34331337325349304, | |
| "eval_loss": 1.098986029624939, | |
| "eval_runtime": 12.4456, | |
| "eval_samples_per_second": 402.551, | |
| "eval_steps_per_second": 50.379, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 2.2211111111111114e-07, | |
| "loss": 1.109, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "eval_accuracy": 0.3347305389221557, | |
| "eval_loss": 1.098678469657898, | |
| "eval_runtime": 12.5978, | |
| "eval_samples_per_second": 397.688, | |
| "eval_steps_per_second": 49.771, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 2.4986111111111113e-07, | |
| "loss": 1.1117, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "eval_accuracy": 0.34311377245508984, | |
| "eval_loss": 1.0984419584274292, | |
| "eval_runtime": 12.313, | |
| "eval_samples_per_second": 406.886, | |
| "eval_steps_per_second": 50.922, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 2.776388888888889e-07, | |
| "loss": 1.1081, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "eval_accuracy": 0.35429141716566864, | |
| "eval_loss": 1.0968743562698364, | |
| "eval_runtime": 12.4088, | |
| "eval_samples_per_second": 403.744, | |
| "eval_steps_per_second": 50.528, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 3.053888888888889e-07, | |
| "loss": 1.107, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "eval_accuracy": 0.3722554890219561, | |
| "eval_loss": 1.0950665473937988, | |
| "eval_runtime": 12.5775, | |
| "eval_samples_per_second": 398.33, | |
| "eval_steps_per_second": 49.851, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 3.331666666666667e-07, | |
| "loss": 1.1057, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "eval_accuracy": 0.37544910179640717, | |
| "eval_loss": 1.0940738916397095, | |
| "eval_runtime": 12.5186, | |
| "eval_samples_per_second": 400.203, | |
| "eval_steps_per_second": 50.085, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 3.609166666666667e-07, | |
| "loss": 1.1069, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "eval_accuracy": 0.3401197604790419, | |
| "eval_loss": 1.0937162637710571, | |
| "eval_runtime": 12.2594, | |
| "eval_samples_per_second": 408.666, | |
| "eval_steps_per_second": 51.144, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 3.886944444444445e-07, | |
| "loss": 1.1046, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "eval_accuracy": 0.37604790419161677, | |
| "eval_loss": 1.0926916599273682, | |
| "eval_runtime": 12.256, | |
| "eval_samples_per_second": 408.78, | |
| "eval_steps_per_second": 51.159, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 4.164444444444445e-07, | |
| "loss": 1.1046, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "eval_accuracy": 0.39201596806387223, | |
| "eval_loss": 1.0912976264953613, | |
| "eval_runtime": 12.5019, | |
| "eval_samples_per_second": 400.74, | |
| "eval_steps_per_second": 50.152, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 4.442222222222223e-07, | |
| "loss": 1.1052, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "eval_accuracy": 0.393812375249501, | |
| "eval_loss": 1.0901482105255127, | |
| "eval_runtime": 12.3407, | |
| "eval_samples_per_second": 405.973, | |
| "eval_steps_per_second": 50.807, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 4.7197222222222224e-07, | |
| "loss": 1.1011, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "eval_accuracy": 0.3932135728542914, | |
| "eval_loss": 1.0901678800582886, | |
| "eval_runtime": 12.3644, | |
| "eval_samples_per_second": 405.197, | |
| "eval_steps_per_second": 50.71, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 4.997500000000001e-07, | |
| "loss": 1.1, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "eval_accuracy": 0.38143712574850297, | |
| "eval_loss": 1.0897998809814453, | |
| "eval_runtime": 12.3516, | |
| "eval_samples_per_second": 405.615, | |
| "eval_steps_per_second": 50.763, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 5.275277777777778e-07, | |
| "loss": 1.1007, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "eval_accuracy": 0.40678642714570856, | |
| "eval_loss": 1.0876121520996094, | |
| "eval_runtime": 12.6608, | |
| "eval_samples_per_second": 395.708, | |
| "eval_steps_per_second": 49.523, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 5.552777777777778e-07, | |
| "loss": 1.1013, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "eval_accuracy": 0.4053892215568862, | |
| "eval_loss": 1.0876350402832031, | |
| "eval_runtime": 12.3243, | |
| "eval_samples_per_second": 406.513, | |
| "eval_steps_per_second": 50.875, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 5.830555555555556e-07, | |
| "loss": 1.0987, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "eval_accuracy": 0.40858283433133735, | |
| "eval_loss": 1.085940957069397, | |
| "eval_runtime": 12.3217, | |
| "eval_samples_per_second": 406.598, | |
| "eval_steps_per_second": 50.886, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 6.108055555555556e-07, | |
| "loss": 1.0986, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "eval_accuracy": 0.3972055888223553, | |
| "eval_loss": 1.085978388786316, | |
| "eval_runtime": 12.4285, | |
| "eval_samples_per_second": 403.107, | |
| "eval_steps_per_second": 50.449, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 6.385833333333334e-07, | |
| "loss": 1.0944, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "eval_accuracy": 0.41097804391217563, | |
| "eval_loss": 1.0837496519088745, | |
| "eval_runtime": 12.7175, | |
| "eval_samples_per_second": 393.946, | |
| "eval_steps_per_second": 49.302, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 6.663611111111112e-07, | |
| "loss": 1.095, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "eval_accuracy": 0.4121756487025948, | |
| "eval_loss": 1.0820704698562622, | |
| "eval_runtime": 12.3323, | |
| "eval_samples_per_second": 406.251, | |
| "eval_steps_per_second": 50.842, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 6.941111111111112e-07, | |
| "loss": 1.0915, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "eval_accuracy": 0.4177644710578842, | |
| "eval_loss": 1.0762931108474731, | |
| "eval_runtime": 12.3887, | |
| "eval_samples_per_second": 404.399, | |
| "eval_steps_per_second": 50.61, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 7.218888888888889e-07, | |
| "loss": 1.0889, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "eval_accuracy": 0.43253493013972055, | |
| "eval_loss": 1.0695326328277588, | |
| "eval_runtime": 12.5611, | |
| "eval_samples_per_second": 398.85, | |
| "eval_steps_per_second": 49.916, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 7.49638888888889e-07, | |
| "loss": 1.0827, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "eval_accuracy": 0.4343313373253493, | |
| "eval_loss": 1.0662548542022705, | |
| "eval_runtime": 12.641, | |
| "eval_samples_per_second": 396.328, | |
| "eval_steps_per_second": 49.6, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 7.774166666666668e-07, | |
| "loss": 1.0765, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "eval_accuracy": 0.4315369261477046, | |
| "eval_loss": 1.0609794855117798, | |
| "eval_runtime": 12.4637, | |
| "eval_samples_per_second": 401.967, | |
| "eval_steps_per_second": 50.306, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 8.051666666666667e-07, | |
| "loss": 1.0736, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "eval_accuracy": 0.4377245508982036, | |
| "eval_loss": 1.0587859153747559, | |
| "eval_runtime": 12.3801, | |
| "eval_samples_per_second": 404.683, | |
| "eval_steps_per_second": 50.646, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 8.329444444444445e-07, | |
| "loss": 1.0726, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "eval_accuracy": 0.4249500998003992, | |
| "eval_loss": 1.0559338331222534, | |
| "eval_runtime": 12.5945, | |
| "eval_samples_per_second": 397.792, | |
| "eval_steps_per_second": 49.784, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 8.606944444444445e-07, | |
| "loss": 1.0751, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "eval_accuracy": 0.4427145708582834, | |
| "eval_loss": 1.0576916933059692, | |
| "eval_runtime": 12.6324, | |
| "eval_samples_per_second": 396.599, | |
| "eval_steps_per_second": 49.634, | |
| "step": 31000 | |
| } | |
| ], | |
| "logging_steps": 1000, | |
| "max_steps": 10000000, | |
| "num_train_epochs": 408, | |
| "save_steps": 1000, | |
| "total_flos": 1.0801587382124544e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |