SW2-RHS-DA / trainer_state.json
Augusto777's picture
End of training
93cda05 verified
{
"best_metric": 0.8598130841121495,
"best_model_checkpoint": "SW2-RHS-DA\\checkpoint-1100",
"epoch": 39.436619718309856,
"eval_steps": 500,
"global_step": 1400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.28,
"learning_rate": 3.971428571428572e-05,
"loss": 3.6129,
"step": 10
},
{
"epoch": 0.56,
"learning_rate": 3.9428571428571435e-05,
"loss": 3.1033,
"step": 20
},
{
"epoch": 0.85,
"learning_rate": 3.9142857142857145e-05,
"loss": 2.0538,
"step": 30
},
{
"epoch": 0.99,
"eval_accuracy": 0.411214953271028,
"eval_loss": 1.2866225242614746,
"eval_runtime": 2.5936,
"eval_samples_per_second": 41.255,
"eval_steps_per_second": 2.699,
"step": 35
},
{
"epoch": 1.13,
"learning_rate": 3.885714285714286e-05,
"loss": 1.274,
"step": 40
},
{
"epoch": 1.41,
"learning_rate": 3.857142857142858e-05,
"loss": 0.7171,
"step": 50
},
{
"epoch": 1.69,
"learning_rate": 3.828571428571429e-05,
"loss": 0.7163,
"step": 60
},
{
"epoch": 1.97,
"learning_rate": 3.8e-05,
"loss": 0.7464,
"step": 70
},
{
"epoch": 2.0,
"eval_accuracy": 0.5887850467289719,
"eval_loss": 0.6779574751853943,
"eval_runtime": 2.9282,
"eval_samples_per_second": 36.541,
"eval_steps_per_second": 2.391,
"step": 71
},
{
"epoch": 2.25,
"learning_rate": 3.771428571428572e-05,
"loss": 0.7044,
"step": 80
},
{
"epoch": 2.54,
"learning_rate": 3.7428571428571434e-05,
"loss": 0.6984,
"step": 90
},
{
"epoch": 2.82,
"learning_rate": 3.714285714285715e-05,
"loss": 0.7061,
"step": 100
},
{
"epoch": 2.99,
"eval_accuracy": 0.5887850467289719,
"eval_loss": 0.6850669980049133,
"eval_runtime": 2.5306,
"eval_samples_per_second": 42.282,
"eval_steps_per_second": 2.766,
"step": 106
},
{
"epoch": 3.1,
"learning_rate": 3.685714285714286e-05,
"loss": 0.6987,
"step": 110
},
{
"epoch": 3.38,
"learning_rate": 3.6571428571428576e-05,
"loss": 0.6953,
"step": 120
},
{
"epoch": 3.66,
"learning_rate": 3.628571428571429e-05,
"loss": 0.7011,
"step": 130
},
{
"epoch": 3.94,
"learning_rate": 3.6e-05,
"loss": 0.6951,
"step": 140
},
{
"epoch": 4.0,
"eval_accuracy": 0.5887850467289719,
"eval_loss": 0.6741566061973572,
"eval_runtime": 2.4201,
"eval_samples_per_second": 44.212,
"eval_steps_per_second": 2.892,
"step": 142
},
{
"epoch": 4.23,
"learning_rate": 3.571428571428572e-05,
"loss": 0.7019,
"step": 150
},
{
"epoch": 4.51,
"learning_rate": 3.542857142857143e-05,
"loss": 0.6844,
"step": 160
},
{
"epoch": 4.79,
"learning_rate": 3.514285714285714e-05,
"loss": 0.6928,
"step": 170
},
{
"epoch": 4.99,
"eval_accuracy": 0.4485981308411215,
"eval_loss": 0.6916905045509338,
"eval_runtime": 2.487,
"eval_samples_per_second": 43.024,
"eval_steps_per_second": 2.815,
"step": 177
},
{
"epoch": 5.07,
"learning_rate": 3.485714285714286e-05,
"loss": 0.6884,
"step": 180
},
{
"epoch": 5.35,
"learning_rate": 3.4571428571428574e-05,
"loss": 0.6884,
"step": 190
},
{
"epoch": 5.63,
"learning_rate": 3.4285714285714284e-05,
"loss": 0.6871,
"step": 200
},
{
"epoch": 5.92,
"learning_rate": 3.4e-05,
"loss": 0.683,
"step": 210
},
{
"epoch": 6.0,
"eval_accuracy": 0.5794392523364486,
"eval_loss": 0.6530604362487793,
"eval_runtime": 2.4047,
"eval_samples_per_second": 44.497,
"eval_steps_per_second": 2.911,
"step": 213
},
{
"epoch": 6.2,
"learning_rate": 3.3714285714285716e-05,
"loss": 0.7098,
"step": 220
},
{
"epoch": 6.48,
"learning_rate": 3.342857142857143e-05,
"loss": 0.6721,
"step": 230
},
{
"epoch": 6.76,
"learning_rate": 3.314285714285715e-05,
"loss": 0.7013,
"step": 240
},
{
"epoch": 6.99,
"eval_accuracy": 0.4485981308411215,
"eval_loss": 0.7000461220741272,
"eval_runtime": 2.4932,
"eval_samples_per_second": 42.916,
"eval_steps_per_second": 2.808,
"step": 248
},
{
"epoch": 7.04,
"learning_rate": 3.285714285714286e-05,
"loss": 0.7038,
"step": 250
},
{
"epoch": 7.32,
"learning_rate": 3.257142857142857e-05,
"loss": 0.6696,
"step": 260
},
{
"epoch": 7.61,
"learning_rate": 3.228571428571429e-05,
"loss": 0.6589,
"step": 270
},
{
"epoch": 7.89,
"learning_rate": 3.2000000000000005e-05,
"loss": 0.6921,
"step": 280
},
{
"epoch": 8.0,
"eval_accuracy": 0.5514018691588785,
"eval_loss": 0.7518867254257202,
"eval_runtime": 2.4222,
"eval_samples_per_second": 44.175,
"eval_steps_per_second": 2.89,
"step": 284
},
{
"epoch": 8.17,
"learning_rate": 3.1714285714285715e-05,
"loss": 0.6944,
"step": 290
},
{
"epoch": 8.45,
"learning_rate": 3.142857142857143e-05,
"loss": 0.6419,
"step": 300
},
{
"epoch": 8.73,
"learning_rate": 3.114285714285715e-05,
"loss": 0.6166,
"step": 310
},
{
"epoch": 8.99,
"eval_accuracy": 0.6822429906542056,
"eval_loss": 0.5946707129478455,
"eval_runtime": 2.466,
"eval_samples_per_second": 43.39,
"eval_steps_per_second": 2.839,
"step": 319
},
{
"epoch": 9.01,
"learning_rate": 3.085714285714286e-05,
"loss": 0.6401,
"step": 320
},
{
"epoch": 9.3,
"learning_rate": 3.057142857142857e-05,
"loss": 0.6273,
"step": 330
},
{
"epoch": 9.58,
"learning_rate": 3.0285714285714288e-05,
"loss": 0.598,
"step": 340
},
{
"epoch": 9.86,
"learning_rate": 3.0000000000000004e-05,
"loss": 0.6128,
"step": 350
},
{
"epoch": 10.0,
"eval_accuracy": 0.7850467289719626,
"eval_loss": 0.5433729290962219,
"eval_runtime": 2.6984,
"eval_samples_per_second": 39.653,
"eval_steps_per_second": 2.594,
"step": 355
},
{
"epoch": 10.14,
"learning_rate": 2.9714285714285717e-05,
"loss": 0.6519,
"step": 360
},
{
"epoch": 10.42,
"learning_rate": 2.9428571428571433e-05,
"loss": 0.6322,
"step": 370
},
{
"epoch": 10.7,
"learning_rate": 2.9142857142857146e-05,
"loss": 0.601,
"step": 380
},
{
"epoch": 10.99,
"learning_rate": 2.8857142857142858e-05,
"loss": 0.5737,
"step": 390
},
{
"epoch": 10.99,
"eval_accuracy": 0.7570093457943925,
"eval_loss": 0.5533133149147034,
"eval_runtime": 2.4276,
"eval_samples_per_second": 44.076,
"eval_steps_per_second": 2.883,
"step": 390
},
{
"epoch": 11.27,
"learning_rate": 2.8571428571428574e-05,
"loss": 0.5554,
"step": 400
},
{
"epoch": 11.55,
"learning_rate": 2.828571428571429e-05,
"loss": 0.587,
"step": 410
},
{
"epoch": 11.83,
"learning_rate": 2.8e-05,
"loss": 0.5376,
"step": 420
},
{
"epoch": 12.0,
"eval_accuracy": 0.7102803738317757,
"eval_loss": 0.5347476005554199,
"eval_runtime": 2.4287,
"eval_samples_per_second": 44.056,
"eval_steps_per_second": 2.882,
"step": 426
},
{
"epoch": 12.11,
"learning_rate": 2.7714285714285716e-05,
"loss": 0.5263,
"step": 430
},
{
"epoch": 12.39,
"learning_rate": 2.742857142857143e-05,
"loss": 0.5883,
"step": 440
},
{
"epoch": 12.68,
"learning_rate": 2.7142857142857148e-05,
"loss": 0.5797,
"step": 450
},
{
"epoch": 12.96,
"learning_rate": 2.6857142857142857e-05,
"loss": 0.5056,
"step": 460
},
{
"epoch": 12.99,
"eval_accuracy": 0.7663551401869159,
"eval_loss": 0.4949099123477936,
"eval_runtime": 2.4981,
"eval_samples_per_second": 42.833,
"eval_steps_per_second": 2.802,
"step": 461
},
{
"epoch": 13.24,
"learning_rate": 2.6571428571428573e-05,
"loss": 0.5289,
"step": 470
},
{
"epoch": 13.52,
"learning_rate": 2.628571428571429e-05,
"loss": 0.5917,
"step": 480
},
{
"epoch": 13.8,
"learning_rate": 2.6000000000000002e-05,
"loss": 0.5396,
"step": 490
},
{
"epoch": 14.0,
"eval_accuracy": 0.7476635514018691,
"eval_loss": 0.5150982737541199,
"eval_runtime": 2.4567,
"eval_samples_per_second": 43.555,
"eval_steps_per_second": 2.849,
"step": 497
},
{
"epoch": 14.08,
"learning_rate": 2.5714285714285718e-05,
"loss": 0.5083,
"step": 500
},
{
"epoch": 14.37,
"learning_rate": 2.542857142857143e-05,
"loss": 0.4903,
"step": 510
},
{
"epoch": 14.65,
"learning_rate": 2.5142857142857143e-05,
"loss": 0.4745,
"step": 520
},
{
"epoch": 14.93,
"learning_rate": 2.485714285714286e-05,
"loss": 0.4826,
"step": 530
},
{
"epoch": 14.99,
"eval_accuracy": 0.719626168224299,
"eval_loss": 0.5669169425964355,
"eval_runtime": 2.4462,
"eval_samples_per_second": 43.742,
"eval_steps_per_second": 2.862,
"step": 532
},
{
"epoch": 15.21,
"learning_rate": 2.4571428571428575e-05,
"loss": 0.4987,
"step": 540
},
{
"epoch": 15.49,
"learning_rate": 2.4285714285714285e-05,
"loss": 0.4501,
"step": 550
},
{
"epoch": 15.77,
"learning_rate": 2.4e-05,
"loss": 0.4269,
"step": 560
},
{
"epoch": 16.0,
"eval_accuracy": 0.7570093457943925,
"eval_loss": 0.47963711619377136,
"eval_runtime": 2.4721,
"eval_samples_per_second": 43.283,
"eval_steps_per_second": 2.832,
"step": 568
},
{
"epoch": 16.06,
"learning_rate": 2.3714285714285717e-05,
"loss": 0.4652,
"step": 570
},
{
"epoch": 16.34,
"learning_rate": 2.3428571428571433e-05,
"loss": 0.4804,
"step": 580
},
{
"epoch": 16.62,
"learning_rate": 2.3142857142857145e-05,
"loss": 0.4738,
"step": 590
},
{
"epoch": 16.9,
"learning_rate": 2.2857142857142858e-05,
"loss": 0.5004,
"step": 600
},
{
"epoch": 16.99,
"eval_accuracy": 0.8037383177570093,
"eval_loss": 0.4488687813282013,
"eval_runtime": 2.4276,
"eval_samples_per_second": 44.077,
"eval_steps_per_second": 2.884,
"step": 603
},
{
"epoch": 17.18,
"learning_rate": 2.2571428571428574e-05,
"loss": 0.424,
"step": 610
},
{
"epoch": 17.46,
"learning_rate": 2.2285714285714287e-05,
"loss": 0.4187,
"step": 620
},
{
"epoch": 17.75,
"learning_rate": 2.2000000000000003e-05,
"loss": 0.4116,
"step": 630
},
{
"epoch": 18.0,
"eval_accuracy": 0.822429906542056,
"eval_loss": 0.4361763000488281,
"eval_runtime": 2.4211,
"eval_samples_per_second": 44.194,
"eval_steps_per_second": 2.891,
"step": 639
},
{
"epoch": 18.03,
"learning_rate": 2.1714285714285715e-05,
"loss": 0.4238,
"step": 640
},
{
"epoch": 18.31,
"learning_rate": 2.1428571428571428e-05,
"loss": 0.3971,
"step": 650
},
{
"epoch": 18.59,
"learning_rate": 2.1142857142857144e-05,
"loss": 0.3699,
"step": 660
},
{
"epoch": 18.87,
"learning_rate": 2.085714285714286e-05,
"loss": 0.3776,
"step": 670
},
{
"epoch": 18.99,
"eval_accuracy": 0.7570093457943925,
"eval_loss": 0.5299957990646362,
"eval_runtime": 2.4947,
"eval_samples_per_second": 42.892,
"eval_steps_per_second": 2.806,
"step": 674
},
{
"epoch": 19.15,
"learning_rate": 2.057142857142857e-05,
"loss": 0.43,
"step": 680
},
{
"epoch": 19.44,
"learning_rate": 2.0285714285714286e-05,
"loss": 0.3729,
"step": 690
},
{
"epoch": 19.72,
"learning_rate": 2e-05,
"loss": 0.4071,
"step": 700
},
{
"epoch": 20.0,
"learning_rate": 1.9714285714285718e-05,
"loss": 0.3646,
"step": 710
},
{
"epoch": 20.0,
"eval_accuracy": 0.8037383177570093,
"eval_loss": 0.417547345161438,
"eval_runtime": 2.539,
"eval_samples_per_second": 42.142,
"eval_steps_per_second": 2.757,
"step": 710
},
{
"epoch": 20.28,
"learning_rate": 1.942857142857143e-05,
"loss": 0.3292,
"step": 720
},
{
"epoch": 20.56,
"learning_rate": 1.9142857142857146e-05,
"loss": 0.3608,
"step": 730
},
{
"epoch": 20.85,
"learning_rate": 1.885714285714286e-05,
"loss": 0.3683,
"step": 740
},
{
"epoch": 20.99,
"eval_accuracy": 0.822429906542056,
"eval_loss": 0.4699637293815613,
"eval_runtime": 2.4331,
"eval_samples_per_second": 43.977,
"eval_steps_per_second": 2.877,
"step": 745
},
{
"epoch": 21.13,
"learning_rate": 1.8571428571428575e-05,
"loss": 0.3365,
"step": 750
},
{
"epoch": 21.41,
"learning_rate": 1.8285714285714288e-05,
"loss": 0.3775,
"step": 760
},
{
"epoch": 21.69,
"learning_rate": 1.8e-05,
"loss": 0.3147,
"step": 770
},
{
"epoch": 21.97,
"learning_rate": 1.7714285714285717e-05,
"loss": 0.3277,
"step": 780
},
{
"epoch": 22.0,
"eval_accuracy": 0.8130841121495327,
"eval_loss": 0.470651239156723,
"eval_runtime": 2.6037,
"eval_samples_per_second": 41.095,
"eval_steps_per_second": 2.688,
"step": 781
},
{
"epoch": 22.25,
"learning_rate": 1.742857142857143e-05,
"loss": 0.2866,
"step": 790
},
{
"epoch": 22.54,
"learning_rate": 1.7142857142857142e-05,
"loss": 0.3304,
"step": 800
},
{
"epoch": 22.82,
"learning_rate": 1.6857142857142858e-05,
"loss": 0.3534,
"step": 810
},
{
"epoch": 22.99,
"eval_accuracy": 0.8130841121495327,
"eval_loss": 0.523983359336853,
"eval_runtime": 2.439,
"eval_samples_per_second": 43.871,
"eval_steps_per_second": 2.87,
"step": 816
},
{
"epoch": 23.1,
"learning_rate": 1.6571428571428574e-05,
"loss": 0.3282,
"step": 820
},
{
"epoch": 23.38,
"learning_rate": 1.6285714285714287e-05,
"loss": 0.2964,
"step": 830
},
{
"epoch": 23.66,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.3044,
"step": 840
},
{
"epoch": 23.94,
"learning_rate": 1.5714285714285715e-05,
"loss": 0.3083,
"step": 850
},
{
"epoch": 24.0,
"eval_accuracy": 0.8130841121495327,
"eval_loss": 0.5011804103851318,
"eval_runtime": 2.4268,
"eval_samples_per_second": 44.092,
"eval_steps_per_second": 2.885,
"step": 852
},
{
"epoch": 24.23,
"learning_rate": 1.542857142857143e-05,
"loss": 0.3059,
"step": 860
},
{
"epoch": 24.51,
"learning_rate": 1.5142857142857144e-05,
"loss": 0.3426,
"step": 870
},
{
"epoch": 24.79,
"learning_rate": 1.4857142857142858e-05,
"loss": 0.2829,
"step": 880
},
{
"epoch": 24.99,
"eval_accuracy": 0.8317757009345794,
"eval_loss": 0.442084401845932,
"eval_runtime": 2.8308,
"eval_samples_per_second": 37.798,
"eval_steps_per_second": 2.473,
"step": 887
},
{
"epoch": 25.07,
"learning_rate": 1.4571428571428573e-05,
"loss": 0.2844,
"step": 890
},
{
"epoch": 25.35,
"learning_rate": 1.4285714285714287e-05,
"loss": 0.2989,
"step": 900
},
{
"epoch": 25.63,
"learning_rate": 1.4e-05,
"loss": 0.2708,
"step": 910
},
{
"epoch": 25.92,
"learning_rate": 1.3714285714285716e-05,
"loss": 0.2564,
"step": 920
},
{
"epoch": 26.0,
"eval_accuracy": 0.822429906542056,
"eval_loss": 0.4547804296016693,
"eval_runtime": 2.4376,
"eval_samples_per_second": 43.896,
"eval_steps_per_second": 2.872,
"step": 923
},
{
"epoch": 26.2,
"learning_rate": 1.3428571428571429e-05,
"loss": 0.2668,
"step": 930
},
{
"epoch": 26.48,
"learning_rate": 1.3142857142857145e-05,
"loss": 0.266,
"step": 940
},
{
"epoch": 26.76,
"learning_rate": 1.2857142857142859e-05,
"loss": 0.3136,
"step": 950
},
{
"epoch": 26.99,
"eval_accuracy": 0.8317757009345794,
"eval_loss": 0.4374113380908966,
"eval_runtime": 2.5027,
"eval_samples_per_second": 42.754,
"eval_steps_per_second": 2.797,
"step": 958
},
{
"epoch": 27.04,
"learning_rate": 1.2571428571428572e-05,
"loss": 0.2296,
"step": 960
},
{
"epoch": 27.32,
"learning_rate": 1.2285714285714288e-05,
"loss": 0.3007,
"step": 970
},
{
"epoch": 27.61,
"learning_rate": 1.2e-05,
"loss": 0.2848,
"step": 980
},
{
"epoch": 27.89,
"learning_rate": 1.1714285714285716e-05,
"loss": 0.2443,
"step": 990
},
{
"epoch": 28.0,
"eval_accuracy": 0.8130841121495327,
"eval_loss": 0.5276730060577393,
"eval_runtime": 2.5662,
"eval_samples_per_second": 41.696,
"eval_steps_per_second": 2.728,
"step": 994
},
{
"epoch": 28.17,
"learning_rate": 1.1428571428571429e-05,
"loss": 0.2526,
"step": 1000
},
{
"epoch": 28.45,
"learning_rate": 1.1142857142857143e-05,
"loss": 0.2539,
"step": 1010
},
{
"epoch": 28.73,
"learning_rate": 1.0857142857142858e-05,
"loss": 0.258,
"step": 1020
},
{
"epoch": 28.99,
"eval_accuracy": 0.822429906542056,
"eval_loss": 0.46009838581085205,
"eval_runtime": 2.4468,
"eval_samples_per_second": 43.73,
"eval_steps_per_second": 2.861,
"step": 1029
},
{
"epoch": 29.01,
"learning_rate": 1.0571428571428572e-05,
"loss": 0.2614,
"step": 1030
},
{
"epoch": 29.3,
"learning_rate": 1.0285714285714285e-05,
"loss": 0.241,
"step": 1040
},
{
"epoch": 29.58,
"learning_rate": 1e-05,
"loss": 0.2606,
"step": 1050
},
{
"epoch": 29.86,
"learning_rate": 9.714285714285715e-06,
"loss": 0.2673,
"step": 1060
},
{
"epoch": 30.0,
"eval_accuracy": 0.8317757009345794,
"eval_loss": 0.45198604464530945,
"eval_runtime": 2.4355,
"eval_samples_per_second": 43.934,
"eval_steps_per_second": 2.874,
"step": 1065
},
{
"epoch": 30.14,
"learning_rate": 9.42857142857143e-06,
"loss": 0.2763,
"step": 1070
},
{
"epoch": 30.42,
"learning_rate": 9.142857142857144e-06,
"loss": 0.2448,
"step": 1080
},
{
"epoch": 30.7,
"learning_rate": 8.857142857142858e-06,
"loss": 0.2573,
"step": 1090
},
{
"epoch": 30.99,
"learning_rate": 8.571428571428571e-06,
"loss": 0.2233,
"step": 1100
},
{
"epoch": 30.99,
"eval_accuracy": 0.8598130841121495,
"eval_loss": 0.45412737131118774,
"eval_runtime": 2.5403,
"eval_samples_per_second": 42.12,
"eval_steps_per_second": 2.756,
"step": 1100
},
{
"epoch": 31.27,
"learning_rate": 8.285714285714287e-06,
"loss": 0.295,
"step": 1110
},
{
"epoch": 31.55,
"learning_rate": 8.000000000000001e-06,
"loss": 0.1998,
"step": 1120
},
{
"epoch": 31.83,
"learning_rate": 7.714285714285716e-06,
"loss": 0.2276,
"step": 1130
},
{
"epoch": 32.0,
"eval_accuracy": 0.8504672897196262,
"eval_loss": 0.4247356951236725,
"eval_runtime": 2.4319,
"eval_samples_per_second": 43.999,
"eval_steps_per_second": 2.878,
"step": 1136
},
{
"epoch": 32.11,
"learning_rate": 7.428571428571429e-06,
"loss": 0.2076,
"step": 1140
},
{
"epoch": 32.39,
"learning_rate": 7.1428571428571436e-06,
"loss": 0.2375,
"step": 1150
},
{
"epoch": 32.68,
"learning_rate": 6.857142857142858e-06,
"loss": 0.2523,
"step": 1160
},
{
"epoch": 32.96,
"learning_rate": 6.571428571428572e-06,
"loss": 0.2653,
"step": 1170
},
{
"epoch": 32.99,
"eval_accuracy": 0.8504672897196262,
"eval_loss": 0.4091378450393677,
"eval_runtime": 2.4461,
"eval_samples_per_second": 43.744,
"eval_steps_per_second": 2.862,
"step": 1171
},
{
"epoch": 33.24,
"learning_rate": 6.285714285714286e-06,
"loss": 0.2188,
"step": 1180
},
{
"epoch": 33.52,
"learning_rate": 6e-06,
"loss": 0.2332,
"step": 1190
},
{
"epoch": 33.8,
"learning_rate": 5.7142857142857145e-06,
"loss": 0.2007,
"step": 1200
},
{
"epoch": 34.0,
"eval_accuracy": 0.8504672897196262,
"eval_loss": 0.47192811965942383,
"eval_runtime": 2.4405,
"eval_samples_per_second": 43.843,
"eval_steps_per_second": 2.868,
"step": 1207
},
{
"epoch": 34.08,
"learning_rate": 5.428571428571429e-06,
"loss": 0.2196,
"step": 1210
},
{
"epoch": 34.37,
"learning_rate": 5.142857142857142e-06,
"loss": 0.2328,
"step": 1220
},
{
"epoch": 34.65,
"learning_rate": 4.857142857142858e-06,
"loss": 0.1952,
"step": 1230
},
{
"epoch": 34.93,
"learning_rate": 4.571428571428572e-06,
"loss": 0.2082,
"step": 1240
},
{
"epoch": 34.99,
"eval_accuracy": 0.8411214953271028,
"eval_loss": 0.4623873233795166,
"eval_runtime": 3.047,
"eval_samples_per_second": 35.117,
"eval_steps_per_second": 2.297,
"step": 1242
},
{
"epoch": 35.21,
"learning_rate": 4.2857142857142855e-06,
"loss": 0.1957,
"step": 1250
},
{
"epoch": 35.49,
"learning_rate": 4.000000000000001e-06,
"loss": 0.2021,
"step": 1260
},
{
"epoch": 35.77,
"learning_rate": 3.7142857142857146e-06,
"loss": 0.1794,
"step": 1270
},
{
"epoch": 36.0,
"eval_accuracy": 0.8317757009345794,
"eval_loss": 0.48562705516815186,
"eval_runtime": 2.5128,
"eval_samples_per_second": 42.582,
"eval_steps_per_second": 2.786,
"step": 1278
},
{
"epoch": 36.06,
"learning_rate": 3.428571428571429e-06,
"loss": 0.2378,
"step": 1280
},
{
"epoch": 36.34,
"learning_rate": 3.142857142857143e-06,
"loss": 0.2363,
"step": 1290
},
{
"epoch": 36.62,
"learning_rate": 2.8571428571428573e-06,
"loss": 0.2538,
"step": 1300
},
{
"epoch": 36.9,
"learning_rate": 2.571428571428571e-06,
"loss": 0.1987,
"step": 1310
},
{
"epoch": 36.99,
"eval_accuracy": 0.822429906542056,
"eval_loss": 0.49035122990608215,
"eval_runtime": 2.426,
"eval_samples_per_second": 44.106,
"eval_steps_per_second": 2.885,
"step": 1313
},
{
"epoch": 37.18,
"learning_rate": 2.285714285714286e-06,
"loss": 0.2088,
"step": 1320
},
{
"epoch": 37.46,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.2154,
"step": 1330
},
{
"epoch": 37.75,
"learning_rate": 1.7142857142857145e-06,
"loss": 0.2066,
"step": 1340
},
{
"epoch": 38.0,
"eval_accuracy": 0.8504672897196262,
"eval_loss": 0.47410905361175537,
"eval_runtime": 2.4985,
"eval_samples_per_second": 42.825,
"eval_steps_per_second": 2.802,
"step": 1349
},
{
"epoch": 38.03,
"learning_rate": 1.4285714285714286e-06,
"loss": 0.2381,
"step": 1350
},
{
"epoch": 38.31,
"learning_rate": 1.142857142857143e-06,
"loss": 0.2242,
"step": 1360
},
{
"epoch": 38.59,
"learning_rate": 8.571428571428572e-07,
"loss": 0.2374,
"step": 1370
},
{
"epoch": 38.87,
"learning_rate": 5.714285714285715e-07,
"loss": 0.1972,
"step": 1380
},
{
"epoch": 38.99,
"eval_accuracy": 0.8504672897196262,
"eval_loss": 0.452989786863327,
"eval_runtime": 2.4866,
"eval_samples_per_second": 43.031,
"eval_steps_per_second": 2.815,
"step": 1384
},
{
"epoch": 39.15,
"learning_rate": 2.8571428571428575e-07,
"loss": 0.2104,
"step": 1390
},
{
"epoch": 39.44,
"learning_rate": 0.0,
"loss": 0.2319,
"step": 1400
},
{
"epoch": 39.44,
"eval_accuracy": 0.8504672897196262,
"eval_loss": 0.45361945033073425,
"eval_runtime": 2.5324,
"eval_samples_per_second": 42.252,
"eval_steps_per_second": 2.764,
"step": 1400
},
{
"epoch": 39.44,
"step": 1400,
"total_flos": 2.8973120909884785e+18,
"train_loss": 0.4776322265182223,
"train_runtime": 1583.2431,
"train_samples_per_second": 57.047,
"train_steps_per_second": 0.884
}
],
"logging_steps": 10,
"max_steps": 1400,
"num_input_tokens_seen": 0,
"num_train_epochs": 40,
"save_steps": 500,
"total_flos": 2.8973120909884785e+18,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}