croupier-creature-classifier / trainer_state.json
alkzar90's picture
🍻 cheers
aad544d
raw
history blame
67.1 kB
{
"best_metric": 0.6692019104957581,
"best_model_checkpoint": "./croupier-creature-classifier/checkpoint-2000",
"epoch": 50.0,
"global_step": 4550,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.11,
"learning_rate": 2.9934065934065934e-05,
"loss": 1.3796,
"step": 10
},
{
"epoch": 0.22,
"learning_rate": 2.9868131868131868e-05,
"loss": 1.3597,
"step": 20
},
{
"epoch": 0.33,
"learning_rate": 2.9802197802197805e-05,
"loss": 1.3427,
"step": 30
},
{
"epoch": 0.44,
"learning_rate": 2.973626373626374e-05,
"loss": 1.3331,
"step": 40
},
{
"epoch": 0.55,
"learning_rate": 2.9670329670329673e-05,
"loss": 1.275,
"step": 50
},
{
"epoch": 0.66,
"learning_rate": 2.9604395604395606e-05,
"loss": 1.2765,
"step": 60
},
{
"epoch": 0.77,
"learning_rate": 2.953846153846154e-05,
"loss": 1.2306,
"step": 70
},
{
"epoch": 0.88,
"learning_rate": 2.947252747252747e-05,
"loss": 1.2621,
"step": 80
},
{
"epoch": 0.99,
"learning_rate": 2.9406593406593407e-05,
"loss": 1.1997,
"step": 90
},
{
"epoch": 1.1,
"learning_rate": 2.934065934065934e-05,
"loss": 1.1159,
"step": 100
},
{
"epoch": 1.1,
"eval_accuracy": 0.611764705882353,
"eval_loss": 1.1144014596939087,
"eval_runtime": 1.5221,
"eval_samples_per_second": 111.687,
"eval_steps_per_second": 14.454,
"step": 100
},
{
"epoch": 1.21,
"learning_rate": 2.9274725274725275e-05,
"loss": 1.0839,
"step": 110
},
{
"epoch": 1.32,
"learning_rate": 2.920879120879121e-05,
"loss": 1.0689,
"step": 120
},
{
"epoch": 1.43,
"learning_rate": 2.9142857142857142e-05,
"loss": 0.9898,
"step": 130
},
{
"epoch": 1.54,
"learning_rate": 2.907692307692308e-05,
"loss": 0.9495,
"step": 140
},
{
"epoch": 1.65,
"learning_rate": 2.9010989010989013e-05,
"loss": 0.9943,
"step": 150
},
{
"epoch": 1.76,
"learning_rate": 2.8945054945054947e-05,
"loss": 0.98,
"step": 160
},
{
"epoch": 1.87,
"learning_rate": 2.887912087912088e-05,
"loss": 0.9986,
"step": 170
},
{
"epoch": 1.98,
"learning_rate": 2.8813186813186814e-05,
"loss": 0.9522,
"step": 180
},
{
"epoch": 2.09,
"learning_rate": 2.8747252747252748e-05,
"loss": 0.8533,
"step": 190
},
{
"epoch": 2.2,
"learning_rate": 2.8681318681318685e-05,
"loss": 0.8183,
"step": 200
},
{
"epoch": 2.2,
"eval_accuracy": 0.6882352941176471,
"eval_loss": 0.9109101891517639,
"eval_runtime": 1.6142,
"eval_samples_per_second": 105.317,
"eval_steps_per_second": 13.629,
"step": 200
},
{
"epoch": 2.31,
"learning_rate": 2.861538461538462e-05,
"loss": 0.7843,
"step": 210
},
{
"epoch": 2.42,
"learning_rate": 2.854945054945055e-05,
"loss": 0.8093,
"step": 220
},
{
"epoch": 2.53,
"learning_rate": 2.8483516483516482e-05,
"loss": 0.8541,
"step": 230
},
{
"epoch": 2.64,
"learning_rate": 2.8417582417582416e-05,
"loss": 0.7405,
"step": 240
},
{
"epoch": 2.75,
"learning_rate": 2.8351648351648353e-05,
"loss": 0.7858,
"step": 250
},
{
"epoch": 2.86,
"learning_rate": 2.8285714285714287e-05,
"loss": 0.7966,
"step": 260
},
{
"epoch": 2.97,
"learning_rate": 2.821978021978022e-05,
"loss": 0.695,
"step": 270
},
{
"epoch": 3.08,
"learning_rate": 2.8153846153846154e-05,
"loss": 0.6649,
"step": 280
},
{
"epoch": 3.19,
"learning_rate": 2.8087912087912088e-05,
"loss": 0.605,
"step": 290
},
{
"epoch": 3.3,
"learning_rate": 2.802197802197802e-05,
"loss": 0.6829,
"step": 300
},
{
"epoch": 3.3,
"eval_accuracy": 0.7235294117647059,
"eval_loss": 0.7676671743392944,
"eval_runtime": 1.6247,
"eval_samples_per_second": 104.633,
"eval_steps_per_second": 13.541,
"step": 300
},
{
"epoch": 3.41,
"learning_rate": 2.795604395604396e-05,
"loss": 0.5722,
"step": 310
},
{
"epoch": 3.52,
"learning_rate": 2.7890109890109892e-05,
"loss": 0.654,
"step": 320
},
{
"epoch": 3.63,
"learning_rate": 2.7824175824175826e-05,
"loss": 0.7001,
"step": 330
},
{
"epoch": 3.74,
"learning_rate": 2.775824175824176e-05,
"loss": 0.5804,
"step": 340
},
{
"epoch": 3.85,
"learning_rate": 2.7692307692307694e-05,
"loss": 0.6638,
"step": 350
},
{
"epoch": 3.96,
"learning_rate": 2.7626373626373624e-05,
"loss": 0.6668,
"step": 360
},
{
"epoch": 4.07,
"learning_rate": 2.756043956043956e-05,
"loss": 0.5599,
"step": 370
},
{
"epoch": 4.18,
"learning_rate": 2.7494505494505495e-05,
"loss": 0.5317,
"step": 380
},
{
"epoch": 4.29,
"learning_rate": 2.7428571428571428e-05,
"loss": 0.5403,
"step": 390
},
{
"epoch": 4.4,
"learning_rate": 2.7362637362637362e-05,
"loss": 0.5575,
"step": 400
},
{
"epoch": 4.4,
"eval_accuracy": 0.6764705882352942,
"eval_loss": 0.7670463919639587,
"eval_runtime": 1.6237,
"eval_samples_per_second": 104.698,
"eval_steps_per_second": 13.549,
"step": 400
},
{
"epoch": 4.51,
"learning_rate": 2.7296703296703296e-05,
"loss": 0.5018,
"step": 410
},
{
"epoch": 4.62,
"learning_rate": 2.7230769230769233e-05,
"loss": 0.5715,
"step": 420
},
{
"epoch": 4.73,
"learning_rate": 2.7164835164835166e-05,
"loss": 0.4884,
"step": 430
},
{
"epoch": 4.84,
"learning_rate": 2.7105494505494504e-05,
"loss": 0.5533,
"step": 440
},
{
"epoch": 4.95,
"learning_rate": 2.703956043956044e-05,
"loss": 0.5183,
"step": 450
},
{
"epoch": 5.05,
"learning_rate": 2.6973626373626375e-05,
"loss": 0.4451,
"step": 460
},
{
"epoch": 5.16,
"learning_rate": 2.690769230769231e-05,
"loss": 0.4605,
"step": 470
},
{
"epoch": 5.27,
"learning_rate": 2.6841758241758243e-05,
"loss": 0.4289,
"step": 480
},
{
"epoch": 5.38,
"learning_rate": 2.6775824175824176e-05,
"loss": 0.4433,
"step": 490
},
{
"epoch": 5.49,
"learning_rate": 2.670989010989011e-05,
"loss": 0.4644,
"step": 500
},
{
"epoch": 5.49,
"eval_accuracy": 0.6647058823529411,
"eval_loss": 0.8459996581077576,
"eval_runtime": 1.6386,
"eval_samples_per_second": 103.747,
"eval_steps_per_second": 13.426,
"step": 500
},
{
"epoch": 5.6,
"learning_rate": 2.6643956043956047e-05,
"loss": 0.4732,
"step": 510
},
{
"epoch": 5.71,
"learning_rate": 2.657802197802198e-05,
"loss": 0.4939,
"step": 520
},
{
"epoch": 5.82,
"learning_rate": 2.651208791208791e-05,
"loss": 0.4209,
"step": 530
},
{
"epoch": 5.93,
"learning_rate": 2.6446153846153845e-05,
"loss": 0.3783,
"step": 540
},
{
"epoch": 6.04,
"learning_rate": 2.638021978021978e-05,
"loss": 0.4665,
"step": 550
},
{
"epoch": 6.15,
"learning_rate": 2.6314285714285715e-05,
"loss": 0.2572,
"step": 560
},
{
"epoch": 6.26,
"learning_rate": 2.624835164835165e-05,
"loss": 0.3752,
"step": 570
},
{
"epoch": 6.37,
"learning_rate": 2.6182417582417583e-05,
"loss": 0.2943,
"step": 580
},
{
"epoch": 6.48,
"learning_rate": 2.6116483516483517e-05,
"loss": 0.3949,
"step": 590
},
{
"epoch": 6.59,
"learning_rate": 2.605054945054945e-05,
"loss": 0.3096,
"step": 600
},
{
"epoch": 6.59,
"eval_accuracy": 0.7529411764705882,
"eval_loss": 0.7081632614135742,
"eval_runtime": 1.6198,
"eval_samples_per_second": 104.953,
"eval_steps_per_second": 13.582,
"step": 600
},
{
"epoch": 6.7,
"learning_rate": 2.5984615384615384e-05,
"loss": 0.4314,
"step": 610
},
{
"epoch": 6.81,
"learning_rate": 2.591868131868132e-05,
"loss": 0.3389,
"step": 620
},
{
"epoch": 6.92,
"learning_rate": 2.5852747252747255e-05,
"loss": 0.399,
"step": 630
},
{
"epoch": 7.03,
"learning_rate": 2.578681318681319e-05,
"loss": 0.3425,
"step": 640
},
{
"epoch": 7.14,
"learning_rate": 2.5720879120879122e-05,
"loss": 0.3395,
"step": 650
},
{
"epoch": 7.25,
"learning_rate": 2.5654945054945056e-05,
"loss": 0.3558,
"step": 660
},
{
"epoch": 7.36,
"learning_rate": 2.558901098901099e-05,
"loss": 0.3773,
"step": 670
},
{
"epoch": 7.47,
"learning_rate": 2.5523076923076923e-05,
"loss": 0.3493,
"step": 680
},
{
"epoch": 7.58,
"learning_rate": 2.5457142857142857e-05,
"loss": 0.402,
"step": 690
},
{
"epoch": 7.69,
"learning_rate": 2.539120879120879e-05,
"loss": 0.305,
"step": 700
},
{
"epoch": 7.69,
"eval_accuracy": 0.7647058823529411,
"eval_loss": 0.693938136100769,
"eval_runtime": 1.7847,
"eval_samples_per_second": 95.254,
"eval_steps_per_second": 12.327,
"step": 700
},
{
"epoch": 7.8,
"learning_rate": 2.5325274725274724e-05,
"loss": 0.3702,
"step": 710
},
{
"epoch": 7.91,
"learning_rate": 2.5259340659340658e-05,
"loss": 0.374,
"step": 720
},
{
"epoch": 8.02,
"learning_rate": 2.5193406593406595e-05,
"loss": 0.3374,
"step": 730
},
{
"epoch": 8.13,
"learning_rate": 2.512747252747253e-05,
"loss": 0.2479,
"step": 740
},
{
"epoch": 8.24,
"learning_rate": 2.5061538461538462e-05,
"loss": 0.3161,
"step": 750
},
{
"epoch": 8.35,
"learning_rate": 2.4995604395604396e-05,
"loss": 0.3229,
"step": 760
},
{
"epoch": 8.46,
"learning_rate": 2.492967032967033e-05,
"loss": 0.2871,
"step": 770
},
{
"epoch": 8.57,
"learning_rate": 2.4863736263736267e-05,
"loss": 0.3116,
"step": 780
},
{
"epoch": 8.68,
"learning_rate": 2.47978021978022e-05,
"loss": 0.3632,
"step": 790
},
{
"epoch": 8.79,
"learning_rate": 2.4731868131868134e-05,
"loss": 0.3349,
"step": 800
},
{
"epoch": 8.79,
"eval_accuracy": 0.7235294117647059,
"eval_loss": 0.7285170555114746,
"eval_runtime": 1.7358,
"eval_samples_per_second": 97.94,
"eval_steps_per_second": 12.675,
"step": 800
},
{
"epoch": 8.9,
"learning_rate": 2.4665934065934068e-05,
"loss": 0.3465,
"step": 810
},
{
"epoch": 9.01,
"learning_rate": 2.4599999999999998e-05,
"loss": 0.2579,
"step": 820
},
{
"epoch": 9.12,
"learning_rate": 2.4534065934065932e-05,
"loss": 0.324,
"step": 830
},
{
"epoch": 9.23,
"learning_rate": 2.446813186813187e-05,
"loss": 0.3192,
"step": 840
},
{
"epoch": 9.34,
"learning_rate": 2.4402197802197803e-05,
"loss": 0.2076,
"step": 850
},
{
"epoch": 9.45,
"learning_rate": 2.4336263736263736e-05,
"loss": 0.2456,
"step": 860
},
{
"epoch": 9.56,
"learning_rate": 2.427032967032967e-05,
"loss": 0.3255,
"step": 870
},
{
"epoch": 9.67,
"learning_rate": 2.4204395604395604e-05,
"loss": 0.3601,
"step": 880
},
{
"epoch": 9.78,
"learning_rate": 2.413846153846154e-05,
"loss": 0.1986,
"step": 890
},
{
"epoch": 9.89,
"learning_rate": 2.4072527472527475e-05,
"loss": 0.36,
"step": 900
},
{
"epoch": 9.89,
"eval_accuracy": 0.7294117647058823,
"eval_loss": 0.7664376497268677,
"eval_runtime": 1.6387,
"eval_samples_per_second": 103.742,
"eval_steps_per_second": 13.425,
"step": 900
},
{
"epoch": 10.0,
"learning_rate": 2.4006593406593408e-05,
"loss": 0.259,
"step": 910
},
{
"epoch": 10.11,
"learning_rate": 2.3940659340659342e-05,
"loss": 0.2984,
"step": 920
},
{
"epoch": 10.22,
"learning_rate": 2.3874725274725276e-05,
"loss": 0.2073,
"step": 930
},
{
"epoch": 10.33,
"learning_rate": 2.380879120879121e-05,
"loss": 0.3265,
"step": 940
},
{
"epoch": 10.44,
"learning_rate": 2.3742857142857146e-05,
"loss": 0.3372,
"step": 950
},
{
"epoch": 10.55,
"learning_rate": 2.3676923076923077e-05,
"loss": 0.3518,
"step": 960
},
{
"epoch": 10.66,
"learning_rate": 2.361098901098901e-05,
"loss": 0.2707,
"step": 970
},
{
"epoch": 10.77,
"learning_rate": 2.3545054945054944e-05,
"loss": 0.2529,
"step": 980
},
{
"epoch": 10.88,
"learning_rate": 2.3479120879120878e-05,
"loss": 0.258,
"step": 990
},
{
"epoch": 10.99,
"learning_rate": 2.341978021978022e-05,
"loss": 0.3184,
"step": 1000
},
{
"epoch": 10.99,
"eval_accuracy": 0.7588235294117647,
"eval_loss": 0.6806656718254089,
"eval_runtime": 1.6209,
"eval_samples_per_second": 104.882,
"eval_steps_per_second": 13.573,
"step": 1000
},
{
"epoch": 11.1,
"learning_rate": 2.3353846153846153e-05,
"loss": 0.2439,
"step": 1010
},
{
"epoch": 11.21,
"learning_rate": 2.3287912087912087e-05,
"loss": 0.1827,
"step": 1020
},
{
"epoch": 11.32,
"learning_rate": 2.3221978021978024e-05,
"loss": 0.2845,
"step": 1030
},
{
"epoch": 11.43,
"learning_rate": 2.3156043956043957e-05,
"loss": 0.2503,
"step": 1040
},
{
"epoch": 11.54,
"learning_rate": 2.309010989010989e-05,
"loss": 0.2009,
"step": 1050
},
{
"epoch": 11.65,
"learning_rate": 2.3024175824175825e-05,
"loss": 0.2486,
"step": 1060
},
{
"epoch": 11.76,
"learning_rate": 2.295824175824176e-05,
"loss": 0.1877,
"step": 1070
},
{
"epoch": 11.87,
"learning_rate": 2.2892307692307692e-05,
"loss": 0.3497,
"step": 1080
},
{
"epoch": 11.98,
"learning_rate": 2.282637362637363e-05,
"loss": 0.2559,
"step": 1090
},
{
"epoch": 12.09,
"learning_rate": 2.2760439560439563e-05,
"loss": 0.2815,
"step": 1100
},
{
"epoch": 12.09,
"eval_accuracy": 0.7352941176470589,
"eval_loss": 0.7407693266868591,
"eval_runtime": 1.6974,
"eval_samples_per_second": 100.156,
"eval_steps_per_second": 12.961,
"step": 1100
},
{
"epoch": 12.2,
"learning_rate": 2.2694505494505497e-05,
"loss": 0.2352,
"step": 1110
},
{
"epoch": 12.31,
"learning_rate": 2.262857142857143e-05,
"loss": 0.2422,
"step": 1120
},
{
"epoch": 12.42,
"learning_rate": 2.256263736263736e-05,
"loss": 0.2287,
"step": 1130
},
{
"epoch": 12.53,
"learning_rate": 2.2496703296703298e-05,
"loss": 0.282,
"step": 1140
},
{
"epoch": 12.64,
"learning_rate": 2.243076923076923e-05,
"loss": 0.2579,
"step": 1150
},
{
"epoch": 12.75,
"learning_rate": 2.2364835164835165e-05,
"loss": 0.2907,
"step": 1160
},
{
"epoch": 12.86,
"learning_rate": 2.22989010989011e-05,
"loss": 0.3221,
"step": 1170
},
{
"epoch": 12.97,
"learning_rate": 2.2232967032967032e-05,
"loss": 0.2657,
"step": 1180
},
{
"epoch": 13.08,
"learning_rate": 2.2167032967032966e-05,
"loss": 0.2456,
"step": 1190
},
{
"epoch": 13.19,
"learning_rate": 2.2101098901098903e-05,
"loss": 0.1745,
"step": 1200
},
{
"epoch": 13.19,
"eval_accuracy": 0.7294117647058823,
"eval_loss": 0.7527948617935181,
"eval_runtime": 1.6243,
"eval_samples_per_second": 104.661,
"eval_steps_per_second": 13.544,
"step": 1200
},
{
"epoch": 13.3,
"learning_rate": 2.2035164835164837e-05,
"loss": 0.202,
"step": 1210
},
{
"epoch": 13.41,
"learning_rate": 2.196923076923077e-05,
"loss": 0.1601,
"step": 1220
},
{
"epoch": 13.52,
"learning_rate": 2.1903296703296704e-05,
"loss": 0.1467,
"step": 1230
},
{
"epoch": 13.63,
"learning_rate": 2.1837362637362638e-05,
"loss": 0.287,
"step": 1240
},
{
"epoch": 13.74,
"learning_rate": 2.177142857142857e-05,
"loss": 0.2805,
"step": 1250
},
{
"epoch": 13.85,
"learning_rate": 2.170549450549451e-05,
"loss": 0.2405,
"step": 1260
},
{
"epoch": 13.96,
"learning_rate": 2.163956043956044e-05,
"loss": 0.3035,
"step": 1270
},
{
"epoch": 14.07,
"learning_rate": 2.1573626373626373e-05,
"loss": 0.2273,
"step": 1280
},
{
"epoch": 14.18,
"learning_rate": 2.1507692307692306e-05,
"loss": 0.1933,
"step": 1290
},
{
"epoch": 14.29,
"learning_rate": 2.144175824175824e-05,
"loss": 0.1894,
"step": 1300
},
{
"epoch": 14.29,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.7634099721908569,
"eval_runtime": 1.6355,
"eval_samples_per_second": 103.947,
"eval_steps_per_second": 13.452,
"step": 1300
},
{
"epoch": 14.4,
"learning_rate": 2.1375824175824177e-05,
"loss": 0.1862,
"step": 1310
},
{
"epoch": 14.51,
"learning_rate": 2.130989010989011e-05,
"loss": 0.258,
"step": 1320
},
{
"epoch": 14.62,
"learning_rate": 2.1243956043956045e-05,
"loss": 0.231,
"step": 1330
},
{
"epoch": 14.73,
"learning_rate": 2.1178021978021978e-05,
"loss": 0.2558,
"step": 1340
},
{
"epoch": 14.84,
"learning_rate": 2.1112087912087912e-05,
"loss": 0.1848,
"step": 1350
},
{
"epoch": 14.95,
"learning_rate": 2.1046153846153846e-05,
"loss": 0.2495,
"step": 1360
},
{
"epoch": 15.05,
"learning_rate": 2.0980219780219783e-05,
"loss": 0.2079,
"step": 1370
},
{
"epoch": 15.16,
"learning_rate": 2.0914285714285716e-05,
"loss": 0.1803,
"step": 1380
},
{
"epoch": 15.27,
"learning_rate": 2.084835164835165e-05,
"loss": 0.2434,
"step": 1390
},
{
"epoch": 15.38,
"learning_rate": 2.0782417582417584e-05,
"loss": 0.1641,
"step": 1400
},
{
"epoch": 15.38,
"eval_accuracy": 0.7647058823529411,
"eval_loss": 0.7208631634712219,
"eval_runtime": 1.7468,
"eval_samples_per_second": 97.323,
"eval_steps_per_second": 12.595,
"step": 1400
},
{
"epoch": 15.49,
"learning_rate": 2.0716483516483514e-05,
"loss": 0.2347,
"step": 1410
},
{
"epoch": 15.6,
"learning_rate": 2.065054945054945e-05,
"loss": 0.1929,
"step": 1420
},
{
"epoch": 15.71,
"learning_rate": 2.0584615384615385e-05,
"loss": 0.1588,
"step": 1430
},
{
"epoch": 15.82,
"learning_rate": 2.051868131868132e-05,
"loss": 0.2216,
"step": 1440
},
{
"epoch": 15.93,
"learning_rate": 2.0452747252747252e-05,
"loss": 0.1755,
"step": 1450
},
{
"epoch": 16.04,
"learning_rate": 2.0386813186813186e-05,
"loss": 0.2623,
"step": 1460
},
{
"epoch": 16.15,
"learning_rate": 2.032087912087912e-05,
"loss": 0.2498,
"step": 1470
},
{
"epoch": 16.26,
"learning_rate": 2.0254945054945057e-05,
"loss": 0.2103,
"step": 1480
},
{
"epoch": 16.37,
"learning_rate": 2.018901098901099e-05,
"loss": 0.1713,
"step": 1490
},
{
"epoch": 16.48,
"learning_rate": 2.0123076923076924e-05,
"loss": 0.1932,
"step": 1500
},
{
"epoch": 16.48,
"eval_accuracy": 0.7,
"eval_loss": 0.9090902805328369,
"eval_runtime": 1.6369,
"eval_samples_per_second": 103.854,
"eval_steps_per_second": 13.44,
"step": 1500
},
{
"epoch": 16.59,
"learning_rate": 2.0057142857142858e-05,
"loss": 0.256,
"step": 1510
},
{
"epoch": 16.7,
"learning_rate": 1.999120879120879e-05,
"loss": 0.1954,
"step": 1520
},
{
"epoch": 16.81,
"learning_rate": 1.992527472527473e-05,
"loss": 0.2644,
"step": 1530
},
{
"epoch": 16.92,
"learning_rate": 1.9859340659340662e-05,
"loss": 0.2049,
"step": 1540
},
{
"epoch": 17.03,
"learning_rate": 1.9793406593406596e-05,
"loss": 0.1822,
"step": 1550
},
{
"epoch": 17.14,
"learning_rate": 1.9727472527472526e-05,
"loss": 0.1925,
"step": 1560
},
{
"epoch": 17.25,
"learning_rate": 1.966153846153846e-05,
"loss": 0.2075,
"step": 1570
},
{
"epoch": 17.36,
"learning_rate": 1.9595604395604394e-05,
"loss": 0.2604,
"step": 1580
},
{
"epoch": 17.47,
"learning_rate": 1.952967032967033e-05,
"loss": 0.1662,
"step": 1590
},
{
"epoch": 17.58,
"learning_rate": 1.9463736263736264e-05,
"loss": 0.1609,
"step": 1600
},
{
"epoch": 17.58,
"eval_accuracy": 0.7588235294117647,
"eval_loss": 0.7208409309387207,
"eval_runtime": 1.6376,
"eval_samples_per_second": 103.809,
"eval_steps_per_second": 13.434,
"step": 1600
},
{
"epoch": 17.69,
"learning_rate": 1.9397802197802198e-05,
"loss": 0.1817,
"step": 1610
},
{
"epoch": 17.8,
"learning_rate": 1.9331868131868132e-05,
"loss": 0.2423,
"step": 1620
},
{
"epoch": 17.91,
"learning_rate": 1.9265934065934065e-05,
"loss": 0.1722,
"step": 1630
},
{
"epoch": 18.02,
"learning_rate": 1.9200000000000003e-05,
"loss": 0.1544,
"step": 1640
},
{
"epoch": 18.13,
"learning_rate": 1.9134065934065936e-05,
"loss": 0.1976,
"step": 1650
},
{
"epoch": 18.24,
"learning_rate": 1.906813186813187e-05,
"loss": 0.2191,
"step": 1660
},
{
"epoch": 18.35,
"learning_rate": 1.9002197802197804e-05,
"loss": 0.1458,
"step": 1670
},
{
"epoch": 18.46,
"learning_rate": 1.8936263736263737e-05,
"loss": 0.2027,
"step": 1680
},
{
"epoch": 18.57,
"learning_rate": 1.887032967032967e-05,
"loss": 0.1637,
"step": 1690
},
{
"epoch": 18.68,
"learning_rate": 1.8804395604395605e-05,
"loss": 0.132,
"step": 1700
},
{
"epoch": 18.68,
"eval_accuracy": 0.7588235294117647,
"eval_loss": 0.8486713171005249,
"eval_runtime": 1.6357,
"eval_samples_per_second": 103.93,
"eval_steps_per_second": 13.45,
"step": 1700
},
{
"epoch": 18.79,
"learning_rate": 1.873846153846154e-05,
"loss": 0.1319,
"step": 1710
},
{
"epoch": 18.9,
"learning_rate": 1.8672527472527472e-05,
"loss": 0.2005,
"step": 1720
},
{
"epoch": 19.01,
"learning_rate": 1.8606593406593406e-05,
"loss": 0.2234,
"step": 1730
},
{
"epoch": 19.12,
"learning_rate": 1.854065934065934e-05,
"loss": 0.188,
"step": 1740
},
{
"epoch": 19.23,
"learning_rate": 1.8474725274725277e-05,
"loss": 0.1322,
"step": 1750
},
{
"epoch": 19.34,
"learning_rate": 1.840879120879121e-05,
"loss": 0.2137,
"step": 1760
},
{
"epoch": 19.45,
"learning_rate": 1.8342857142857144e-05,
"loss": 0.2314,
"step": 1770
},
{
"epoch": 19.56,
"learning_rate": 1.8276923076923078e-05,
"loss": 0.1987,
"step": 1780
},
{
"epoch": 19.67,
"learning_rate": 1.821098901098901e-05,
"loss": 0.1955,
"step": 1790
},
{
"epoch": 19.78,
"learning_rate": 1.8145054945054945e-05,
"loss": 0.1903,
"step": 1800
},
{
"epoch": 19.78,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.7911531329154968,
"eval_runtime": 1.6371,
"eval_samples_per_second": 103.842,
"eval_steps_per_second": 13.438,
"step": 1800
},
{
"epoch": 19.89,
"learning_rate": 1.8079120879120882e-05,
"loss": 0.1333,
"step": 1810
},
{
"epoch": 20.0,
"learning_rate": 1.8013186813186816e-05,
"loss": 0.2119,
"step": 1820
},
{
"epoch": 20.11,
"learning_rate": 1.794725274725275e-05,
"loss": 0.1784,
"step": 1830
},
{
"epoch": 20.22,
"learning_rate": 1.788131868131868e-05,
"loss": 0.1821,
"step": 1840
},
{
"epoch": 20.33,
"learning_rate": 1.7815384615384613e-05,
"loss": 0.2508,
"step": 1850
},
{
"epoch": 20.44,
"learning_rate": 1.7749450549450547e-05,
"loss": 0.1599,
"step": 1860
},
{
"epoch": 20.55,
"learning_rate": 1.7683516483516484e-05,
"loss": 0.133,
"step": 1870
},
{
"epoch": 20.66,
"learning_rate": 1.7617582417582418e-05,
"loss": 0.1344,
"step": 1880
},
{
"epoch": 20.77,
"learning_rate": 1.755164835164835e-05,
"loss": 0.163,
"step": 1890
},
{
"epoch": 20.88,
"learning_rate": 1.7485714285714285e-05,
"loss": 0.121,
"step": 1900
},
{
"epoch": 20.88,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.6734881401062012,
"eval_runtime": 1.6331,
"eval_samples_per_second": 104.095,
"eval_steps_per_second": 13.471,
"step": 1900
},
{
"epoch": 20.99,
"learning_rate": 1.741978021978022e-05,
"loss": 0.1984,
"step": 1910
},
{
"epoch": 21.1,
"learning_rate": 1.7353846153846156e-05,
"loss": 0.15,
"step": 1920
},
{
"epoch": 21.21,
"learning_rate": 1.728791208791209e-05,
"loss": 0.11,
"step": 1930
},
{
"epoch": 21.32,
"learning_rate": 1.7221978021978023e-05,
"loss": 0.1753,
"step": 1940
},
{
"epoch": 21.43,
"learning_rate": 1.7156043956043957e-05,
"loss": 0.1535,
"step": 1950
},
{
"epoch": 21.54,
"learning_rate": 1.709010989010989e-05,
"loss": 0.1269,
"step": 1960
},
{
"epoch": 21.65,
"learning_rate": 1.7024175824175825e-05,
"loss": 0.1711,
"step": 1970
},
{
"epoch": 21.76,
"learning_rate": 1.6958241758241758e-05,
"loss": 0.1871,
"step": 1980
},
{
"epoch": 21.87,
"learning_rate": 1.6892307692307692e-05,
"loss": 0.1544,
"step": 1990
},
{
"epoch": 21.98,
"learning_rate": 1.6826373626373626e-05,
"loss": 0.1903,
"step": 2000
},
{
"epoch": 21.98,
"eval_accuracy": 0.7823529411764706,
"eval_loss": 0.6692019104957581,
"eval_runtime": 1.6545,
"eval_samples_per_second": 102.753,
"eval_steps_per_second": 13.297,
"step": 2000
},
{
"epoch": 22.09,
"learning_rate": 1.676043956043956e-05,
"loss": 0.1258,
"step": 2010
},
{
"epoch": 22.2,
"learning_rate": 1.6694505494505493e-05,
"loss": 0.1057,
"step": 2020
},
{
"epoch": 22.31,
"learning_rate": 1.662857142857143e-05,
"loss": 0.0954,
"step": 2030
},
{
"epoch": 22.42,
"learning_rate": 1.6562637362637364e-05,
"loss": 0.2413,
"step": 2040
},
{
"epoch": 22.53,
"learning_rate": 1.6496703296703297e-05,
"loss": 0.1073,
"step": 2050
},
{
"epoch": 22.64,
"learning_rate": 1.643076923076923e-05,
"loss": 0.2491,
"step": 2060
},
{
"epoch": 22.75,
"learning_rate": 1.6364835164835165e-05,
"loss": 0.1972,
"step": 2070
},
{
"epoch": 22.86,
"learning_rate": 1.62989010989011e-05,
"loss": 0.1852,
"step": 2080
},
{
"epoch": 22.97,
"learning_rate": 1.6232967032967036e-05,
"loss": 0.135,
"step": 2090
},
{
"epoch": 23.08,
"learning_rate": 1.616703296703297e-05,
"loss": 0.176,
"step": 2100
},
{
"epoch": 23.08,
"eval_accuracy": 0.7176470588235294,
"eval_loss": 0.8350964784622192,
"eval_runtime": 1.6244,
"eval_samples_per_second": 104.652,
"eval_steps_per_second": 13.543,
"step": 2100
},
{
"epoch": 23.19,
"learning_rate": 1.6101098901098903e-05,
"loss": 0.1485,
"step": 2110
},
{
"epoch": 23.3,
"learning_rate": 1.6035164835164837e-05,
"loss": 0.1436,
"step": 2120
},
{
"epoch": 23.41,
"learning_rate": 1.5969230769230767e-05,
"loss": 0.1783,
"step": 2130
},
{
"epoch": 23.52,
"learning_rate": 1.5903296703296704e-05,
"loss": 0.1655,
"step": 2140
},
{
"epoch": 23.63,
"learning_rate": 1.5837362637362638e-05,
"loss": 0.1274,
"step": 2150
},
{
"epoch": 23.74,
"learning_rate": 1.577142857142857e-05,
"loss": 0.1261,
"step": 2160
},
{
"epoch": 23.85,
"learning_rate": 1.5705494505494505e-05,
"loss": 0.2141,
"step": 2170
},
{
"epoch": 23.96,
"learning_rate": 1.563956043956044e-05,
"loss": 0.2215,
"step": 2180
},
{
"epoch": 24.07,
"learning_rate": 1.5573626373626373e-05,
"loss": 0.2243,
"step": 2190
},
{
"epoch": 24.18,
"learning_rate": 1.550769230769231e-05,
"loss": 0.1186,
"step": 2200
},
{
"epoch": 24.18,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.7317846417427063,
"eval_runtime": 1.63,
"eval_samples_per_second": 104.295,
"eval_steps_per_second": 13.497,
"step": 2200
},
{
"epoch": 24.29,
"learning_rate": 1.5441758241758243e-05,
"loss": 0.2046,
"step": 2210
},
{
"epoch": 24.4,
"learning_rate": 1.5375824175824177e-05,
"loss": 0.1992,
"step": 2220
},
{
"epoch": 24.51,
"learning_rate": 1.530989010989011e-05,
"loss": 0.1289,
"step": 2230
},
{
"epoch": 24.62,
"learning_rate": 1.5243956043956046e-05,
"loss": 0.1033,
"step": 2240
},
{
"epoch": 24.73,
"learning_rate": 1.517802197802198e-05,
"loss": 0.2098,
"step": 2250
},
{
"epoch": 24.84,
"learning_rate": 1.5112087912087913e-05,
"loss": 0.0928,
"step": 2260
},
{
"epoch": 24.95,
"learning_rate": 1.5046153846153845e-05,
"loss": 0.1469,
"step": 2270
},
{
"epoch": 25.05,
"learning_rate": 1.498021978021978e-05,
"loss": 0.0645,
"step": 2280
},
{
"epoch": 25.16,
"learning_rate": 1.4914285714285715e-05,
"loss": 0.1786,
"step": 2290
},
{
"epoch": 25.27,
"learning_rate": 1.4848351648351648e-05,
"loss": 0.1424,
"step": 2300
},
{
"epoch": 25.27,
"eval_accuracy": 0.7588235294117647,
"eval_loss": 0.7859658598899841,
"eval_runtime": 1.6259,
"eval_samples_per_second": 104.556,
"eval_steps_per_second": 13.531,
"step": 2300
},
{
"epoch": 25.38,
"learning_rate": 1.4782417582417582e-05,
"loss": 0.0742,
"step": 2310
},
{
"epoch": 25.49,
"learning_rate": 1.4716483516483517e-05,
"loss": 0.1224,
"step": 2320
},
{
"epoch": 25.6,
"learning_rate": 1.4650549450549451e-05,
"loss": 0.1334,
"step": 2330
},
{
"epoch": 25.71,
"learning_rate": 1.4584615384615385e-05,
"loss": 0.1924,
"step": 2340
},
{
"epoch": 25.82,
"learning_rate": 1.451868131868132e-05,
"loss": 0.1386,
"step": 2350
},
{
"epoch": 25.93,
"learning_rate": 1.4452747252747254e-05,
"loss": 0.1982,
"step": 2360
},
{
"epoch": 26.04,
"learning_rate": 1.4386813186813186e-05,
"loss": 0.1341,
"step": 2370
},
{
"epoch": 26.15,
"learning_rate": 1.4320879120879121e-05,
"loss": 0.1664,
"step": 2380
},
{
"epoch": 26.26,
"learning_rate": 1.4254945054945055e-05,
"loss": 0.0903,
"step": 2390
},
{
"epoch": 26.37,
"learning_rate": 1.4189010989010989e-05,
"loss": 0.144,
"step": 2400
},
{
"epoch": 26.37,
"eval_accuracy": 0.788235294117647,
"eval_loss": 0.7021328806877136,
"eval_runtime": 1.618,
"eval_samples_per_second": 105.065,
"eval_steps_per_second": 13.597,
"step": 2400
},
{
"epoch": 26.48,
"learning_rate": 1.4123076923076924e-05,
"loss": 0.1747,
"step": 2410
},
{
"epoch": 26.59,
"learning_rate": 1.4057142857142858e-05,
"loss": 0.1655,
"step": 2420
},
{
"epoch": 26.7,
"learning_rate": 1.3991208791208793e-05,
"loss": 0.1003,
"step": 2430
},
{
"epoch": 26.81,
"learning_rate": 1.3925274725274727e-05,
"loss": 0.142,
"step": 2440
},
{
"epoch": 26.92,
"learning_rate": 1.3859340659340659e-05,
"loss": 0.089,
"step": 2450
},
{
"epoch": 27.03,
"learning_rate": 1.3793406593406594e-05,
"loss": 0.2091,
"step": 2460
},
{
"epoch": 27.14,
"learning_rate": 1.3727472527472528e-05,
"loss": 0.1794,
"step": 2470
},
{
"epoch": 27.25,
"learning_rate": 1.3661538461538461e-05,
"loss": 0.133,
"step": 2480
},
{
"epoch": 27.36,
"learning_rate": 1.3595604395604397e-05,
"loss": 0.1039,
"step": 2490
},
{
"epoch": 27.47,
"learning_rate": 1.352967032967033e-05,
"loss": 0.1088,
"step": 2500
},
{
"epoch": 27.47,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.8109354972839355,
"eval_runtime": 1.7131,
"eval_samples_per_second": 99.233,
"eval_steps_per_second": 12.842,
"step": 2500
},
{
"epoch": 27.58,
"learning_rate": 1.3463736263736264e-05,
"loss": 0.1443,
"step": 2510
},
{
"epoch": 27.69,
"learning_rate": 1.3397802197802198e-05,
"loss": 0.1106,
"step": 2520
},
{
"epoch": 27.8,
"learning_rate": 1.3331868131868132e-05,
"loss": 0.0908,
"step": 2530
},
{
"epoch": 27.91,
"learning_rate": 1.3265934065934065e-05,
"loss": 0.1268,
"step": 2540
},
{
"epoch": 28.02,
"learning_rate": 1.32e-05,
"loss": 0.194,
"step": 2550
},
{
"epoch": 28.13,
"learning_rate": 1.3134065934065934e-05,
"loss": 0.1085,
"step": 2560
},
{
"epoch": 28.24,
"learning_rate": 1.306813186813187e-05,
"loss": 0.0856,
"step": 2570
},
{
"epoch": 28.35,
"learning_rate": 1.3002197802197803e-05,
"loss": 0.1157,
"step": 2580
},
{
"epoch": 28.46,
"learning_rate": 1.2936263736263735e-05,
"loss": 0.0941,
"step": 2590
},
{
"epoch": 28.57,
"learning_rate": 1.287032967032967e-05,
"loss": 0.1019,
"step": 2600
},
{
"epoch": 28.57,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.8157252669334412,
"eval_runtime": 1.6087,
"eval_samples_per_second": 105.676,
"eval_steps_per_second": 13.676,
"step": 2600
},
{
"epoch": 28.68,
"learning_rate": 1.2804395604395605e-05,
"loss": 0.1466,
"step": 2610
},
{
"epoch": 28.79,
"learning_rate": 1.2738461538461538e-05,
"loss": 0.0661,
"step": 2620
},
{
"epoch": 28.9,
"learning_rate": 1.2672527472527474e-05,
"loss": 0.2147,
"step": 2630
},
{
"epoch": 29.01,
"learning_rate": 1.2606593406593407e-05,
"loss": 0.2561,
"step": 2640
},
{
"epoch": 29.12,
"learning_rate": 1.2540659340659341e-05,
"loss": 0.1408,
"step": 2650
},
{
"epoch": 29.23,
"learning_rate": 1.2474725274725275e-05,
"loss": 0.0896,
"step": 2660
},
{
"epoch": 29.34,
"learning_rate": 1.2408791208791208e-05,
"loss": 0.1356,
"step": 2670
},
{
"epoch": 29.45,
"learning_rate": 1.2342857142857144e-05,
"loss": 0.0914,
"step": 2680
},
{
"epoch": 29.56,
"learning_rate": 1.2276923076923077e-05,
"loss": 0.1355,
"step": 2690
},
{
"epoch": 29.67,
"learning_rate": 1.2210989010989011e-05,
"loss": 0.0947,
"step": 2700
},
{
"epoch": 29.67,
"eval_accuracy": 0.7588235294117647,
"eval_loss": 0.8027762174606323,
"eval_runtime": 1.6188,
"eval_samples_per_second": 105.014,
"eval_steps_per_second": 13.59,
"step": 2700
},
{
"epoch": 29.78,
"learning_rate": 1.2145054945054947e-05,
"loss": 0.0745,
"step": 2710
},
{
"epoch": 29.89,
"learning_rate": 1.207912087912088e-05,
"loss": 0.172,
"step": 2720
},
{
"epoch": 30.0,
"learning_rate": 1.2013186813186812e-05,
"loss": 0.1363,
"step": 2730
},
{
"epoch": 30.11,
"learning_rate": 1.1947252747252748e-05,
"loss": 0.1109,
"step": 2740
},
{
"epoch": 30.22,
"learning_rate": 1.1881318681318681e-05,
"loss": 0.0705,
"step": 2750
},
{
"epoch": 30.33,
"learning_rate": 1.1815384615384615e-05,
"loss": 0.1153,
"step": 2760
},
{
"epoch": 30.44,
"learning_rate": 1.174945054945055e-05,
"loss": 0.0552,
"step": 2770
},
{
"epoch": 30.55,
"learning_rate": 1.1683516483516484e-05,
"loss": 0.1828,
"step": 2780
},
{
"epoch": 30.66,
"learning_rate": 1.1617582417582418e-05,
"loss": 0.1159,
"step": 2790
},
{
"epoch": 30.77,
"learning_rate": 1.1551648351648351e-05,
"loss": 0.1715,
"step": 2800
},
{
"epoch": 30.77,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.8344667553901672,
"eval_runtime": 1.6594,
"eval_samples_per_second": 102.448,
"eval_steps_per_second": 13.258,
"step": 2800
},
{
"epoch": 30.88,
"learning_rate": 1.1485714285714285e-05,
"loss": 0.2173,
"step": 2810
},
{
"epoch": 30.99,
"learning_rate": 1.141978021978022e-05,
"loss": 0.0776,
"step": 2820
},
{
"epoch": 31.1,
"learning_rate": 1.1353846153846154e-05,
"loss": 0.0849,
"step": 2830
},
{
"epoch": 31.21,
"learning_rate": 1.1287912087912088e-05,
"loss": 0.1367,
"step": 2840
},
{
"epoch": 31.32,
"learning_rate": 1.1221978021978023e-05,
"loss": 0.1146,
"step": 2850
},
{
"epoch": 31.43,
"learning_rate": 1.1156043956043957e-05,
"loss": 0.2185,
"step": 2860
},
{
"epoch": 31.54,
"learning_rate": 1.1090109890109889e-05,
"loss": 0.1426,
"step": 2870
},
{
"epoch": 31.65,
"learning_rate": 1.1024175824175824e-05,
"loss": 0.1934,
"step": 2880
},
{
"epoch": 31.76,
"learning_rate": 1.0958241758241758e-05,
"loss": 0.1535,
"step": 2890
},
{
"epoch": 31.87,
"learning_rate": 1.0892307692307692e-05,
"loss": 0.1046,
"step": 2900
},
{
"epoch": 31.87,
"eval_accuracy": 0.7411764705882353,
"eval_loss": 0.8577510118484497,
"eval_runtime": 1.6297,
"eval_samples_per_second": 104.313,
"eval_steps_per_second": 13.499,
"step": 2900
},
{
"epoch": 31.98,
"learning_rate": 1.0826373626373627e-05,
"loss": 0.1664,
"step": 2910
},
{
"epoch": 32.09,
"learning_rate": 1.076043956043956e-05,
"loss": 0.1792,
"step": 2920
},
{
"epoch": 32.2,
"learning_rate": 1.0694505494505496e-05,
"loss": 0.1166,
"step": 2930
},
{
"epoch": 32.31,
"learning_rate": 1.0628571428571428e-05,
"loss": 0.078,
"step": 2940
},
{
"epoch": 32.42,
"learning_rate": 1.0562637362637362e-05,
"loss": 0.0868,
"step": 2950
},
{
"epoch": 32.53,
"learning_rate": 1.0496703296703297e-05,
"loss": 0.0976,
"step": 2960
},
{
"epoch": 32.64,
"learning_rate": 1.0430769230769231e-05,
"loss": 0.2388,
"step": 2970
},
{
"epoch": 32.75,
"learning_rate": 1.0364835164835165e-05,
"loss": 0.1135,
"step": 2980
},
{
"epoch": 32.86,
"learning_rate": 1.02989010989011e-05,
"loss": 0.1377,
"step": 2990
},
{
"epoch": 32.97,
"learning_rate": 1.0232967032967034e-05,
"loss": 0.1367,
"step": 3000
},
{
"epoch": 32.97,
"eval_accuracy": 0.788235294117647,
"eval_loss": 0.7669554948806763,
"eval_runtime": 1.6159,
"eval_samples_per_second": 105.202,
"eval_steps_per_second": 13.614,
"step": 3000
},
{
"epoch": 33.08,
"learning_rate": 1.0167032967032966e-05,
"loss": 0.1076,
"step": 3010
},
{
"epoch": 33.19,
"learning_rate": 1.0101098901098901e-05,
"loss": 0.1596,
"step": 3020
},
{
"epoch": 33.3,
"learning_rate": 1.0035164835164835e-05,
"loss": 0.1152,
"step": 3030
},
{
"epoch": 33.41,
"learning_rate": 9.96923076923077e-06,
"loss": 0.1093,
"step": 3040
},
{
"epoch": 33.52,
"learning_rate": 9.903296703296704e-06,
"loss": 0.1465,
"step": 3050
},
{
"epoch": 33.63,
"learning_rate": 9.843956043956044e-06,
"loss": 0.1281,
"step": 3060
},
{
"epoch": 33.74,
"learning_rate": 9.778021978021979e-06,
"loss": 0.0871,
"step": 3070
},
{
"epoch": 33.85,
"learning_rate": 9.712087912087913e-06,
"loss": 0.0713,
"step": 3080
},
{
"epoch": 33.96,
"learning_rate": 9.646153846153846e-06,
"loss": 0.0605,
"step": 3090
},
{
"epoch": 34.07,
"learning_rate": 9.580219780219782e-06,
"loss": 0.1339,
"step": 3100
},
{
"epoch": 34.07,
"eval_accuracy": 0.7647058823529411,
"eval_loss": 0.776252269744873,
"eval_runtime": 1.6196,
"eval_samples_per_second": 104.967,
"eval_steps_per_second": 13.584,
"step": 3100
},
{
"epoch": 34.18,
"learning_rate": 9.514285714285714e-06,
"loss": 0.1543,
"step": 3110
},
{
"epoch": 34.29,
"learning_rate": 9.448351648351647e-06,
"loss": 0.0526,
"step": 3120
},
{
"epoch": 34.4,
"learning_rate": 9.382417582417583e-06,
"loss": 0.1342,
"step": 3130
},
{
"epoch": 34.51,
"learning_rate": 9.316483516483516e-06,
"loss": 0.0849,
"step": 3140
},
{
"epoch": 34.62,
"learning_rate": 9.25054945054945e-06,
"loss": 0.0898,
"step": 3150
},
{
"epoch": 34.73,
"learning_rate": 9.184615384615386e-06,
"loss": 0.1102,
"step": 3160
},
{
"epoch": 34.84,
"learning_rate": 9.11868131868132e-06,
"loss": 0.1245,
"step": 3170
},
{
"epoch": 34.95,
"learning_rate": 9.052747252747255e-06,
"loss": 0.1517,
"step": 3180
},
{
"epoch": 35.05,
"learning_rate": 8.986813186813187e-06,
"loss": 0.15,
"step": 3190
},
{
"epoch": 35.16,
"learning_rate": 8.92087912087912e-06,
"loss": 0.1194,
"step": 3200
},
{
"epoch": 35.16,
"eval_accuracy": 0.7705882352941177,
"eval_loss": 0.7726542949676514,
"eval_runtime": 1.6435,
"eval_samples_per_second": 103.438,
"eval_steps_per_second": 13.386,
"step": 3200
},
{
"epoch": 35.27,
"learning_rate": 8.854945054945056e-06,
"loss": 0.0909,
"step": 3210
},
{
"epoch": 35.38,
"learning_rate": 8.78901098901099e-06,
"loss": 0.0842,
"step": 3220
},
{
"epoch": 35.49,
"learning_rate": 8.723076923076923e-06,
"loss": 0.1693,
"step": 3230
},
{
"epoch": 35.6,
"learning_rate": 8.657142857142858e-06,
"loss": 0.1059,
"step": 3240
},
{
"epoch": 35.71,
"learning_rate": 8.591208791208792e-06,
"loss": 0.1426,
"step": 3250
},
{
"epoch": 35.82,
"learning_rate": 8.525274725274724e-06,
"loss": 0.1127,
"step": 3260
},
{
"epoch": 35.93,
"learning_rate": 8.45934065934066e-06,
"loss": 0.0513,
"step": 3270
},
{
"epoch": 36.04,
"learning_rate": 8.393406593406593e-06,
"loss": 0.1005,
"step": 3280
},
{
"epoch": 36.15,
"learning_rate": 8.327472527472527e-06,
"loss": 0.0906,
"step": 3290
},
{
"epoch": 36.26,
"learning_rate": 8.261538461538462e-06,
"loss": 0.151,
"step": 3300
},
{
"epoch": 36.26,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.8271679878234863,
"eval_runtime": 1.8428,
"eval_samples_per_second": 92.249,
"eval_steps_per_second": 11.938,
"step": 3300
},
{
"epoch": 36.37,
"learning_rate": 8.195604395604396e-06,
"loss": 0.0569,
"step": 3310
},
{
"epoch": 36.48,
"learning_rate": 8.129670329670331e-06,
"loss": 0.1806,
"step": 3320
},
{
"epoch": 36.59,
"learning_rate": 8.063736263736263e-06,
"loss": 0.1399,
"step": 3330
},
{
"epoch": 36.7,
"learning_rate": 7.997802197802197e-06,
"loss": 0.1186,
"step": 3340
},
{
"epoch": 36.81,
"learning_rate": 7.931868131868132e-06,
"loss": 0.0971,
"step": 3350
},
{
"epoch": 36.92,
"learning_rate": 7.865934065934066e-06,
"loss": 0.1759,
"step": 3360
},
{
"epoch": 37.03,
"learning_rate": 7.8e-06,
"loss": 0.0609,
"step": 3370
},
{
"epoch": 37.14,
"learning_rate": 7.734065934065935e-06,
"loss": 0.101,
"step": 3380
},
{
"epoch": 37.25,
"learning_rate": 7.668131868131869e-06,
"loss": 0.0826,
"step": 3390
},
{
"epoch": 37.36,
"learning_rate": 7.602197802197802e-06,
"loss": 0.0646,
"step": 3400
},
{
"epoch": 37.36,
"eval_accuracy": 0.7764705882352941,
"eval_loss": 0.7721197009086609,
"eval_runtime": 1.6753,
"eval_samples_per_second": 101.472,
"eval_steps_per_second": 13.132,
"step": 3400
},
{
"epoch": 37.47,
"learning_rate": 7.536263736263736e-06,
"loss": 0.1707,
"step": 3410
},
{
"epoch": 37.58,
"learning_rate": 7.47032967032967e-06,
"loss": 0.114,
"step": 3420
},
{
"epoch": 37.69,
"learning_rate": 7.4043956043956046e-06,
"loss": 0.1188,
"step": 3430
},
{
"epoch": 37.8,
"learning_rate": 7.338461538461539e-06,
"loss": 0.1788,
"step": 3440
},
{
"epoch": 37.91,
"learning_rate": 7.272527472527472e-06,
"loss": 0.1241,
"step": 3450
},
{
"epoch": 38.02,
"learning_rate": 7.2065934065934065e-06,
"loss": 0.1308,
"step": 3460
},
{
"epoch": 38.13,
"learning_rate": 7.140659340659341e-06,
"loss": 0.1154,
"step": 3470
},
{
"epoch": 38.24,
"learning_rate": 7.0747252747252756e-06,
"loss": 0.1787,
"step": 3480
},
{
"epoch": 38.35,
"learning_rate": 7.008791208791208e-06,
"loss": 0.1262,
"step": 3490
},
{
"epoch": 38.46,
"learning_rate": 6.942857142857143e-06,
"loss": 0.0801,
"step": 3500
},
{
"epoch": 38.46,
"eval_accuracy": 0.7529411764705882,
"eval_loss": 0.8170506358146667,
"eval_runtime": 1.6607,
"eval_samples_per_second": 102.365,
"eval_steps_per_second": 13.247,
"step": 3500
},
{
"epoch": 38.57,
"learning_rate": 6.8769230769230775e-06,
"loss": 0.098,
"step": 3510
},
{
"epoch": 38.68,
"learning_rate": 6.810989010989011e-06,
"loss": 0.1109,
"step": 3520
},
{
"epoch": 38.79,
"learning_rate": 6.745054945054945e-06,
"loss": 0.1078,
"step": 3530
},
{
"epoch": 38.9,
"learning_rate": 6.679120879120879e-06,
"loss": 0.0767,
"step": 3540
},
{
"epoch": 39.01,
"learning_rate": 6.613186813186814e-06,
"loss": 0.0886,
"step": 3550
},
{
"epoch": 39.12,
"learning_rate": 6.547252747252747e-06,
"loss": 0.0631,
"step": 3560
},
{
"epoch": 39.23,
"learning_rate": 6.481318681318681e-06,
"loss": 0.0737,
"step": 3570
},
{
"epoch": 39.34,
"learning_rate": 6.415384615384616e-06,
"loss": 0.1207,
"step": 3580
},
{
"epoch": 39.45,
"learning_rate": 6.3494505494505496e-06,
"loss": 0.0831,
"step": 3590
},
{
"epoch": 39.56,
"learning_rate": 6.283516483516483e-06,
"loss": 0.1038,
"step": 3600
},
{
"epoch": 39.56,
"eval_accuracy": 0.7058823529411765,
"eval_loss": 0.9464375376701355,
"eval_runtime": 1.6231,
"eval_samples_per_second": 104.738,
"eval_steps_per_second": 13.554,
"step": 3600
},
{
"epoch": 39.67,
"learning_rate": 6.217582417582418e-06,
"loss": 0.1151,
"step": 3610
},
{
"epoch": 39.78,
"learning_rate": 6.151648351648352e-06,
"loss": 0.113,
"step": 3620
},
{
"epoch": 39.89,
"learning_rate": 6.085714285714285e-06,
"loss": 0.1226,
"step": 3630
},
{
"epoch": 40.0,
"learning_rate": 6.01978021978022e-06,
"loss": 0.0645,
"step": 3640
},
{
"epoch": 40.11,
"learning_rate": 5.953846153846154e-06,
"loss": 0.1398,
"step": 3650
},
{
"epoch": 40.22,
"learning_rate": 5.887912087912089e-06,
"loss": 0.0801,
"step": 3660
},
{
"epoch": 40.33,
"learning_rate": 5.821978021978022e-06,
"loss": 0.0787,
"step": 3670
},
{
"epoch": 40.44,
"learning_rate": 5.756043956043956e-06,
"loss": 0.1388,
"step": 3680
},
{
"epoch": 40.55,
"learning_rate": 5.690109890109891e-06,
"loss": 0.0356,
"step": 3690
},
{
"epoch": 40.66,
"learning_rate": 5.624175824175824e-06,
"loss": 0.16,
"step": 3700
},
{
"epoch": 40.66,
"eval_accuracy": 0.7705882352941177,
"eval_loss": 0.8004665374755859,
"eval_runtime": 1.6262,
"eval_samples_per_second": 104.537,
"eval_steps_per_second": 13.528,
"step": 3700
},
{
"epoch": 40.77,
"learning_rate": 5.558241758241758e-06,
"loss": 0.1363,
"step": 3710
},
{
"epoch": 40.88,
"learning_rate": 5.492307692307693e-06,
"loss": 0.0803,
"step": 3720
},
{
"epoch": 40.99,
"learning_rate": 5.426373626373627e-06,
"loss": 0.077,
"step": 3730
},
{
"epoch": 41.1,
"learning_rate": 5.36043956043956e-06,
"loss": 0.0912,
"step": 3740
},
{
"epoch": 41.21,
"learning_rate": 5.2945054945054946e-06,
"loss": 0.1425,
"step": 3750
},
{
"epoch": 41.32,
"learning_rate": 5.228571428571429e-06,
"loss": 0.0815,
"step": 3760
},
{
"epoch": 41.43,
"learning_rate": 5.162637362637363e-06,
"loss": 0.0987,
"step": 3770
},
{
"epoch": 41.54,
"learning_rate": 5.0967032967032965e-06,
"loss": 0.0457,
"step": 3780
},
{
"epoch": 41.65,
"learning_rate": 5.030769230769231e-06,
"loss": 0.1181,
"step": 3790
},
{
"epoch": 41.76,
"learning_rate": 4.9648351648351656e-06,
"loss": 0.1151,
"step": 3800
},
{
"epoch": 41.76,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.8784206509590149,
"eval_runtime": 1.6555,
"eval_samples_per_second": 102.688,
"eval_steps_per_second": 13.289,
"step": 3800
},
{
"epoch": 41.87,
"learning_rate": 4.898901098901098e-06,
"loss": 0.1219,
"step": 3810
},
{
"epoch": 41.98,
"learning_rate": 4.832967032967033e-06,
"loss": 0.0719,
"step": 3820
},
{
"epoch": 42.09,
"learning_rate": 4.7670329670329675e-06,
"loss": 0.0647,
"step": 3830
},
{
"epoch": 42.2,
"learning_rate": 4.701098901098901e-06,
"loss": 0.1066,
"step": 3840
},
{
"epoch": 42.31,
"learning_rate": 4.635164835164835e-06,
"loss": 0.052,
"step": 3850
},
{
"epoch": 42.42,
"learning_rate": 4.569230769230769e-06,
"loss": 0.0658,
"step": 3860
},
{
"epoch": 42.53,
"learning_rate": 4.503296703296704e-06,
"loss": 0.0851,
"step": 3870
},
{
"epoch": 42.64,
"learning_rate": 4.437362637362637e-06,
"loss": 0.071,
"step": 3880
},
{
"epoch": 42.75,
"learning_rate": 4.371428571428571e-06,
"loss": 0.0922,
"step": 3890
},
{
"epoch": 42.86,
"learning_rate": 4.305494505494506e-06,
"loss": 0.1159,
"step": 3900
},
{
"epoch": 42.86,
"eval_accuracy": 0.7470588235294118,
"eval_loss": 0.85979163646698,
"eval_runtime": 1.6327,
"eval_samples_per_second": 104.124,
"eval_steps_per_second": 13.475,
"step": 3900
},
{
"epoch": 42.97,
"learning_rate": 4.2395604395604396e-06,
"loss": 0.1347,
"step": 3910
},
{
"epoch": 43.08,
"learning_rate": 4.173626373626373e-06,
"loss": 0.0455,
"step": 3920
},
{
"epoch": 43.19,
"learning_rate": 4.107692307692308e-06,
"loss": 0.054,
"step": 3930
},
{
"epoch": 43.3,
"learning_rate": 4.041758241758242e-06,
"loss": 0.1078,
"step": 3940
},
{
"epoch": 43.41,
"learning_rate": 3.975824175824176e-06,
"loss": 0.0738,
"step": 3950
},
{
"epoch": 43.52,
"learning_rate": 3.90989010989011e-06,
"loss": 0.0672,
"step": 3960
},
{
"epoch": 43.63,
"learning_rate": 3.843956043956044e-06,
"loss": 0.0476,
"step": 3970
},
{
"epoch": 43.74,
"learning_rate": 3.7780219780219784e-06,
"loss": 0.1283,
"step": 3980
},
{
"epoch": 43.85,
"learning_rate": 3.712087912087912e-06,
"loss": 0.1116,
"step": 3990
},
{
"epoch": 43.96,
"learning_rate": 3.646153846153846e-06,
"loss": 0.0575,
"step": 4000
},
{
"epoch": 43.96,
"eval_accuracy": 0.7529411764705882,
"eval_loss": 0.8543334007263184,
"eval_runtime": 1.6405,
"eval_samples_per_second": 103.629,
"eval_steps_per_second": 13.411,
"step": 4000
},
{
"epoch": 44.07,
"learning_rate": 3.5802197802197803e-06,
"loss": 0.079,
"step": 4010
},
{
"epoch": 44.18,
"learning_rate": 3.5142857142857144e-06,
"loss": 0.0763,
"step": 4020
},
{
"epoch": 44.29,
"learning_rate": 3.4483516483516485e-06,
"loss": 0.0445,
"step": 4030
},
{
"epoch": 44.4,
"learning_rate": 3.3824175824175826e-06,
"loss": 0.0939,
"step": 4040
},
{
"epoch": 44.51,
"learning_rate": 3.3164835164835163e-06,
"loss": 0.1475,
"step": 4050
},
{
"epoch": 44.62,
"learning_rate": 3.250549450549451e-06,
"loss": 0.1596,
"step": 4060
},
{
"epoch": 44.73,
"learning_rate": 3.1846153846153846e-06,
"loss": 0.1322,
"step": 4070
},
{
"epoch": 44.84,
"learning_rate": 3.1186813186813187e-06,
"loss": 0.1158,
"step": 4080
},
{
"epoch": 44.95,
"learning_rate": 3.0527472527472528e-06,
"loss": 0.075,
"step": 4090
},
{
"epoch": 45.05,
"learning_rate": 2.986813186813187e-06,
"loss": 0.164,
"step": 4100
},
{
"epoch": 45.05,
"eval_accuracy": 0.7588235294117647,
"eval_loss": 0.8658636808395386,
"eval_runtime": 1.518,
"eval_samples_per_second": 111.989,
"eval_steps_per_second": 14.493,
"step": 4100
},
{
"epoch": 45.16,
"learning_rate": 2.920879120879121e-06,
"loss": 0.0847,
"step": 4110
},
{
"epoch": 45.27,
"learning_rate": 2.854945054945055e-06,
"loss": 0.1098,
"step": 4120
},
{
"epoch": 45.38,
"learning_rate": 2.7890109890109892e-06,
"loss": 0.1282,
"step": 4130
},
{
"epoch": 45.49,
"learning_rate": 2.723076923076923e-06,
"loss": 0.0736,
"step": 4140
},
{
"epoch": 45.6,
"learning_rate": 2.657142857142857e-06,
"loss": 0.1344,
"step": 4150
},
{
"epoch": 45.71,
"learning_rate": 2.591208791208791e-06,
"loss": 0.1191,
"step": 4160
},
{
"epoch": 45.82,
"learning_rate": 2.5252747252747253e-06,
"loss": 0.0721,
"step": 4170
},
{
"epoch": 45.93,
"learning_rate": 2.4593406593406594e-06,
"loss": 0.0371,
"step": 4180
},
{
"epoch": 46.04,
"learning_rate": 2.3934065934065935e-06,
"loss": 0.0407,
"step": 4190
},
{
"epoch": 46.15,
"learning_rate": 2.3274725274725276e-06,
"loss": 0.1319,
"step": 4200
},
{
"epoch": 46.15,
"eval_accuracy": 0.7411764705882353,
"eval_loss": 0.885351300239563,
"eval_runtime": 1.4998,
"eval_samples_per_second": 113.347,
"eval_steps_per_second": 14.668,
"step": 4200
},
{
"epoch": 46.26,
"learning_rate": 2.2615384615384617e-06,
"loss": 0.1159,
"step": 4210
},
{
"epoch": 46.37,
"learning_rate": 2.195604395604396e-06,
"loss": 0.0659,
"step": 4220
},
{
"epoch": 46.48,
"learning_rate": 2.1296703296703296e-06,
"loss": 0.0948,
"step": 4230
},
{
"epoch": 46.59,
"learning_rate": 2.0637362637362637e-06,
"loss": 0.0886,
"step": 4240
},
{
"epoch": 46.7,
"learning_rate": 1.9978021978021978e-06,
"loss": 0.0889,
"step": 4250
},
{
"epoch": 46.81,
"learning_rate": 1.931868131868132e-06,
"loss": 0.0339,
"step": 4260
},
{
"epoch": 46.92,
"learning_rate": 1.8659340659340658e-06,
"loss": 0.0697,
"step": 4270
},
{
"epoch": 47.03,
"learning_rate": 1.8e-06,
"loss": 0.0777,
"step": 4280
},
{
"epoch": 47.14,
"learning_rate": 1.734065934065934e-06,
"loss": 0.0546,
"step": 4290
},
{
"epoch": 47.25,
"learning_rate": 1.6681318681318681e-06,
"loss": 0.0489,
"step": 4300
},
{
"epoch": 47.25,
"eval_accuracy": 0.7588235294117647,
"eval_loss": 0.7507675886154175,
"eval_runtime": 1.5139,
"eval_samples_per_second": 112.29,
"eval_steps_per_second": 14.532,
"step": 4300
},
{
"epoch": 47.36,
"learning_rate": 1.6021978021978023e-06,
"loss": 0.087,
"step": 4310
},
{
"epoch": 47.47,
"learning_rate": 1.5362637362637364e-06,
"loss": 0.0452,
"step": 4320
},
{
"epoch": 47.58,
"learning_rate": 1.4703296703296705e-06,
"loss": 0.0508,
"step": 4330
},
{
"epoch": 47.69,
"learning_rate": 1.4043956043956046e-06,
"loss": 0.0812,
"step": 4340
},
{
"epoch": 47.8,
"learning_rate": 1.3384615384615383e-06,
"loss": 0.0721,
"step": 4350
},
{
"epoch": 47.91,
"learning_rate": 1.2725274725274724e-06,
"loss": 0.0835,
"step": 4360
},
{
"epoch": 48.02,
"learning_rate": 1.2065934065934065e-06,
"loss": 0.1077,
"step": 4370
},
{
"epoch": 48.13,
"learning_rate": 1.1406593406593406e-06,
"loss": 0.0636,
"step": 4380
},
{
"epoch": 48.24,
"learning_rate": 1.0747252747252748e-06,
"loss": 0.1026,
"step": 4390
},
{
"epoch": 48.35,
"learning_rate": 1.0087912087912089e-06,
"loss": 0.0678,
"step": 4400
},
{
"epoch": 48.35,
"eval_accuracy": 0.7352941176470589,
"eval_loss": 0.8784447312355042,
"eval_runtime": 1.5075,
"eval_samples_per_second": 112.768,
"eval_steps_per_second": 14.594,
"step": 4400
},
{
"epoch": 48.46,
"learning_rate": 9.42857142857143e-07,
"loss": 0.072,
"step": 4410
},
{
"epoch": 48.57,
"learning_rate": 8.769230769230769e-07,
"loss": 0.0526,
"step": 4420
},
{
"epoch": 48.68,
"learning_rate": 8.10989010989011e-07,
"loss": 0.0802,
"step": 4430
},
{
"epoch": 48.79,
"learning_rate": 7.450549450549451e-07,
"loss": 0.046,
"step": 4440
},
{
"epoch": 48.9,
"learning_rate": 6.791208791208791e-07,
"loss": 0.0656,
"step": 4450
},
{
"epoch": 49.01,
"learning_rate": 6.131868131868131e-07,
"loss": 0.139,
"step": 4460
},
{
"epoch": 49.12,
"learning_rate": 5.472527472527473e-07,
"loss": 0.0576,
"step": 4470
},
{
"epoch": 49.23,
"learning_rate": 4.813186813186814e-07,
"loss": 0.0686,
"step": 4480
},
{
"epoch": 49.34,
"learning_rate": 4.153846153846154e-07,
"loss": 0.0658,
"step": 4490
},
{
"epoch": 49.45,
"learning_rate": 3.4945054945054945e-07,
"loss": 0.0832,
"step": 4500
},
{
"epoch": 49.45,
"eval_accuracy": 0.7764705882352941,
"eval_loss": 0.7247602343559265,
"eval_runtime": 1.5084,
"eval_samples_per_second": 112.699,
"eval_steps_per_second": 14.585,
"step": 4500
},
{
"epoch": 49.56,
"learning_rate": 2.835164835164835e-07,
"loss": 0.0692,
"step": 4510
},
{
"epoch": 49.67,
"learning_rate": 2.175824175824176e-07,
"loss": 0.1135,
"step": 4520
},
{
"epoch": 49.78,
"learning_rate": 1.5164835164835167e-07,
"loss": 0.1512,
"step": 4530
},
{
"epoch": 49.89,
"learning_rate": 8.571428571428572e-08,
"loss": 0.1339,
"step": 4540
},
{
"epoch": 50.0,
"learning_rate": 1.9780219780219782e-08,
"loss": 0.1045,
"step": 4550
},
{
"epoch": 50.0,
"step": 4550,
"total_flos": 5.622144623740109e+18,
"train_loss": 0.2358846340533141,
"train_runtime": 1979.1189,
"train_samples_per_second": 36.658,
"train_steps_per_second": 2.299
}
],
"max_steps": 4550,
"num_train_epochs": 50,
"total_flos": 5.622144623740109e+18,
"trial_name": null,
"trial_params": null
}