bart_base_qgen / trainer_state.json
learn3r's picture
End of training
ee83c29
{
"best_metric": 1.421057105064392,
"best_model_checkpoint": "/home/s1970716/models/bart_base_qgen/checkpoint-1369",
"epoch": 9.992695398100803,
"global_step": 1710,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 1.994152046783626e-05,
"loss": 3.2937,
"step": 5
},
{
"epoch": 0.06,
"learning_rate": 1.9883040935672515e-05,
"loss": 2.4156,
"step": 10
},
{
"epoch": 0.09,
"learning_rate": 1.9824561403508773e-05,
"loss": 2.199,
"step": 15
},
{
"epoch": 0.12,
"learning_rate": 1.976608187134503e-05,
"loss": 2.0742,
"step": 20
},
{
"epoch": 0.15,
"learning_rate": 1.970760233918129e-05,
"loss": 2.0309,
"step": 25
},
{
"epoch": 0.18,
"learning_rate": 1.9649122807017544e-05,
"loss": 1.9927,
"step": 30
},
{
"epoch": 0.2,
"learning_rate": 1.9590643274853802e-05,
"loss": 1.9811,
"step": 35
},
{
"epoch": 0.23,
"learning_rate": 1.953216374269006e-05,
"loss": 1.9124,
"step": 40
},
{
"epoch": 0.26,
"learning_rate": 1.9473684210526318e-05,
"loss": 1.8912,
"step": 45
},
{
"epoch": 0.29,
"learning_rate": 1.9415204678362573e-05,
"loss": 1.92,
"step": 50
},
{
"epoch": 0.32,
"learning_rate": 1.935672514619883e-05,
"loss": 1.8673,
"step": 55
},
{
"epoch": 0.35,
"learning_rate": 1.929824561403509e-05,
"loss": 1.8451,
"step": 60
},
{
"epoch": 0.38,
"learning_rate": 1.9239766081871347e-05,
"loss": 1.7833,
"step": 65
},
{
"epoch": 0.41,
"learning_rate": 1.9181286549707602e-05,
"loss": 1.7887,
"step": 70
},
{
"epoch": 0.44,
"learning_rate": 1.912280701754386e-05,
"loss": 1.8294,
"step": 75
},
{
"epoch": 0.47,
"learning_rate": 1.9064327485380118e-05,
"loss": 1.8207,
"step": 80
},
{
"epoch": 0.5,
"learning_rate": 1.9005847953216376e-05,
"loss": 1.8147,
"step": 85
},
{
"epoch": 0.53,
"learning_rate": 1.894736842105263e-05,
"loss": 1.8262,
"step": 90
},
{
"epoch": 0.56,
"learning_rate": 1.888888888888889e-05,
"loss": 1.8197,
"step": 95
},
{
"epoch": 0.58,
"learning_rate": 1.8830409356725147e-05,
"loss": 1.7758,
"step": 100
},
{
"epoch": 0.61,
"learning_rate": 1.8771929824561405e-05,
"loss": 1.7745,
"step": 105
},
{
"epoch": 0.64,
"learning_rate": 1.871345029239766e-05,
"loss": 1.7955,
"step": 110
},
{
"epoch": 0.67,
"learning_rate": 1.8654970760233918e-05,
"loss": 1.7856,
"step": 115
},
{
"epoch": 0.7,
"learning_rate": 1.8596491228070176e-05,
"loss": 1.7584,
"step": 120
},
{
"epoch": 0.73,
"learning_rate": 1.8538011695906434e-05,
"loss": 1.7864,
"step": 125
},
{
"epoch": 0.76,
"learning_rate": 1.847953216374269e-05,
"loss": 1.7483,
"step": 130
},
{
"epoch": 0.79,
"learning_rate": 1.8421052631578947e-05,
"loss": 1.7431,
"step": 135
},
{
"epoch": 0.82,
"learning_rate": 1.8362573099415205e-05,
"loss": 1.7358,
"step": 140
},
{
"epoch": 0.85,
"learning_rate": 1.8304093567251464e-05,
"loss": 1.7497,
"step": 145
},
{
"epoch": 0.88,
"learning_rate": 1.824561403508772e-05,
"loss": 1.7249,
"step": 150
},
{
"epoch": 0.91,
"learning_rate": 1.8187134502923976e-05,
"loss": 1.7271,
"step": 155
},
{
"epoch": 0.93,
"learning_rate": 1.8128654970760235e-05,
"loss": 1.6804,
"step": 160
},
{
"epoch": 0.96,
"learning_rate": 1.8070175438596493e-05,
"loss": 1.7269,
"step": 165
},
{
"epoch": 0.99,
"learning_rate": 1.8011695906432747e-05,
"loss": 1.7237,
"step": 170
},
{
"epoch": 1.0,
"eval_loss": 1.5064257383346558,
"eval_runtime": 54.6397,
"eval_samples_per_second": 96.724,
"eval_steps_per_second": 3.038,
"step": 171
},
{
"epoch": 1.02,
"learning_rate": 1.7953216374269006e-05,
"loss": 1.6854,
"step": 175
},
{
"epoch": 1.05,
"learning_rate": 1.7894736842105264e-05,
"loss": 1.663,
"step": 180
},
{
"epoch": 1.08,
"learning_rate": 1.7836257309941522e-05,
"loss": 1.6874,
"step": 185
},
{
"epoch": 1.11,
"learning_rate": 1.7777777777777777e-05,
"loss": 1.6968,
"step": 190
},
{
"epoch": 1.14,
"learning_rate": 1.7719298245614035e-05,
"loss": 1.672,
"step": 195
},
{
"epoch": 1.17,
"learning_rate": 1.7660818713450293e-05,
"loss": 1.6925,
"step": 200
},
{
"epoch": 1.2,
"learning_rate": 1.760233918128655e-05,
"loss": 1.6568,
"step": 205
},
{
"epoch": 1.23,
"learning_rate": 1.754385964912281e-05,
"loss": 1.6246,
"step": 210
},
{
"epoch": 1.26,
"learning_rate": 1.7485380116959064e-05,
"loss": 1.6766,
"step": 215
},
{
"epoch": 1.29,
"learning_rate": 1.7426900584795322e-05,
"loss": 1.6567,
"step": 220
},
{
"epoch": 1.31,
"learning_rate": 1.736842105263158e-05,
"loss": 1.6632,
"step": 225
},
{
"epoch": 1.34,
"learning_rate": 1.7309941520467838e-05,
"loss": 1.6726,
"step": 230
},
{
"epoch": 1.37,
"learning_rate": 1.7251461988304093e-05,
"loss": 1.6241,
"step": 235
},
{
"epoch": 1.4,
"learning_rate": 1.719298245614035e-05,
"loss": 1.6584,
"step": 240
},
{
"epoch": 1.43,
"learning_rate": 1.713450292397661e-05,
"loss": 1.6508,
"step": 245
},
{
"epoch": 1.46,
"learning_rate": 1.7076023391812867e-05,
"loss": 1.6397,
"step": 250
},
{
"epoch": 1.49,
"learning_rate": 1.7017543859649125e-05,
"loss": 1.6378,
"step": 255
},
{
"epoch": 1.52,
"learning_rate": 1.695906432748538e-05,
"loss": 1.6827,
"step": 260
},
{
"epoch": 1.55,
"learning_rate": 1.690058479532164e-05,
"loss": 1.658,
"step": 265
},
{
"epoch": 1.58,
"learning_rate": 1.6842105263157896e-05,
"loss": 1.6236,
"step": 270
},
{
"epoch": 1.61,
"learning_rate": 1.6783625730994155e-05,
"loss": 1.6602,
"step": 275
},
{
"epoch": 1.64,
"learning_rate": 1.672514619883041e-05,
"loss": 1.6419,
"step": 280
},
{
"epoch": 1.67,
"learning_rate": 1.6666666666666667e-05,
"loss": 1.6307,
"step": 285
},
{
"epoch": 1.69,
"learning_rate": 1.6608187134502926e-05,
"loss": 1.6179,
"step": 290
},
{
"epoch": 1.72,
"learning_rate": 1.6549707602339184e-05,
"loss": 1.6396,
"step": 295
},
{
"epoch": 1.75,
"learning_rate": 1.649122807017544e-05,
"loss": 1.6342,
"step": 300
},
{
"epoch": 1.78,
"learning_rate": 1.6432748538011697e-05,
"loss": 1.6414,
"step": 305
},
{
"epoch": 1.81,
"learning_rate": 1.6374269005847955e-05,
"loss": 1.6393,
"step": 310
},
{
"epoch": 1.84,
"learning_rate": 1.6315789473684213e-05,
"loss": 1.6478,
"step": 315
},
{
"epoch": 1.87,
"learning_rate": 1.625730994152047e-05,
"loss": 1.6384,
"step": 320
},
{
"epoch": 1.9,
"learning_rate": 1.6198830409356726e-05,
"loss": 1.61,
"step": 325
},
{
"epoch": 1.93,
"learning_rate": 1.6140350877192984e-05,
"loss": 1.6028,
"step": 330
},
{
"epoch": 1.96,
"learning_rate": 1.6081871345029242e-05,
"loss": 1.5761,
"step": 335
},
{
"epoch": 1.99,
"learning_rate": 1.60233918128655e-05,
"loss": 1.5995,
"step": 340
},
{
"epoch": 2.0,
"eval_loss": 1.4697957038879395,
"eval_runtime": 54.6066,
"eval_samples_per_second": 96.783,
"eval_steps_per_second": 3.04,
"step": 342
},
{
"epoch": 2.02,
"learning_rate": 1.5964912280701755e-05,
"loss": 1.6004,
"step": 345
},
{
"epoch": 2.05,
"learning_rate": 1.5906432748538013e-05,
"loss": 1.5699,
"step": 350
},
{
"epoch": 2.07,
"learning_rate": 1.584795321637427e-05,
"loss": 1.5738,
"step": 355
},
{
"epoch": 2.1,
"learning_rate": 1.578947368421053e-05,
"loss": 1.5974,
"step": 360
},
{
"epoch": 2.13,
"learning_rate": 1.5730994152046787e-05,
"loss": 1.5888,
"step": 365
},
{
"epoch": 2.16,
"learning_rate": 1.5672514619883042e-05,
"loss": 1.5881,
"step": 370
},
{
"epoch": 2.19,
"learning_rate": 1.56140350877193e-05,
"loss": 1.5908,
"step": 375
},
{
"epoch": 2.22,
"learning_rate": 1.555555555555556e-05,
"loss": 1.5866,
"step": 380
},
{
"epoch": 2.25,
"learning_rate": 1.5497076023391816e-05,
"loss": 1.5688,
"step": 385
},
{
"epoch": 2.28,
"learning_rate": 1.543859649122807e-05,
"loss": 1.5718,
"step": 390
},
{
"epoch": 2.31,
"learning_rate": 1.538011695906433e-05,
"loss": 1.5862,
"step": 395
},
{
"epoch": 2.34,
"learning_rate": 1.5321637426900587e-05,
"loss": 1.5568,
"step": 400
},
{
"epoch": 2.37,
"learning_rate": 1.5263157894736846e-05,
"loss": 1.5796,
"step": 405
},
{
"epoch": 2.4,
"learning_rate": 1.52046783625731e-05,
"loss": 1.5615,
"step": 410
},
{
"epoch": 2.43,
"learning_rate": 1.5146198830409358e-05,
"loss": 1.5674,
"step": 415
},
{
"epoch": 2.45,
"learning_rate": 1.5087719298245615e-05,
"loss": 1.5974,
"step": 420
},
{
"epoch": 2.48,
"learning_rate": 1.5029239766081873e-05,
"loss": 1.552,
"step": 425
},
{
"epoch": 2.51,
"learning_rate": 1.497076023391813e-05,
"loss": 1.5843,
"step": 430
},
{
"epoch": 2.54,
"learning_rate": 1.4912280701754388e-05,
"loss": 1.5495,
"step": 435
},
{
"epoch": 2.57,
"learning_rate": 1.4853801169590644e-05,
"loss": 1.576,
"step": 440
},
{
"epoch": 2.6,
"learning_rate": 1.4795321637426902e-05,
"loss": 1.5556,
"step": 445
},
{
"epoch": 2.63,
"learning_rate": 1.4736842105263159e-05,
"loss": 1.5451,
"step": 450
},
{
"epoch": 2.66,
"learning_rate": 1.4678362573099417e-05,
"loss": 1.5697,
"step": 455
},
{
"epoch": 2.69,
"learning_rate": 1.4619883040935675e-05,
"loss": 1.5698,
"step": 460
},
{
"epoch": 2.72,
"learning_rate": 1.4561403508771931e-05,
"loss": 1.571,
"step": 465
},
{
"epoch": 2.75,
"learning_rate": 1.4502923976608188e-05,
"loss": 1.5633,
"step": 470
},
{
"epoch": 2.78,
"learning_rate": 1.4444444444444446e-05,
"loss": 1.5628,
"step": 475
},
{
"epoch": 2.8,
"learning_rate": 1.4385964912280704e-05,
"loss": 1.5627,
"step": 480
},
{
"epoch": 2.83,
"learning_rate": 1.432748538011696e-05,
"loss": 1.5465,
"step": 485
},
{
"epoch": 2.86,
"learning_rate": 1.4269005847953217e-05,
"loss": 1.5661,
"step": 490
},
{
"epoch": 2.89,
"learning_rate": 1.4210526315789475e-05,
"loss": 1.5996,
"step": 495
},
{
"epoch": 2.92,
"learning_rate": 1.4152046783625733e-05,
"loss": 1.5689,
"step": 500
},
{
"epoch": 2.95,
"learning_rate": 1.409356725146199e-05,
"loss": 1.5207,
"step": 505
},
{
"epoch": 2.98,
"learning_rate": 1.4035087719298246e-05,
"loss": 1.5289,
"step": 510
},
{
"epoch": 3.0,
"eval_loss": 1.4481685161590576,
"eval_runtime": 54.5707,
"eval_samples_per_second": 96.847,
"eval_steps_per_second": 3.042,
"step": 513
},
{
"epoch": 3.01,
"learning_rate": 1.3976608187134504e-05,
"loss": 1.5335,
"step": 515
},
{
"epoch": 3.04,
"learning_rate": 1.3918128654970762e-05,
"loss": 1.5218,
"step": 520
},
{
"epoch": 3.07,
"learning_rate": 1.385964912280702e-05,
"loss": 1.5529,
"step": 525
},
{
"epoch": 3.1,
"learning_rate": 1.3801169590643275e-05,
"loss": 1.5287,
"step": 530
},
{
"epoch": 3.13,
"learning_rate": 1.3742690058479533e-05,
"loss": 1.5382,
"step": 535
},
{
"epoch": 3.16,
"learning_rate": 1.3684210526315791e-05,
"loss": 1.5375,
"step": 540
},
{
"epoch": 3.18,
"learning_rate": 1.362573099415205e-05,
"loss": 1.5205,
"step": 545
},
{
"epoch": 3.21,
"learning_rate": 1.3567251461988304e-05,
"loss": 1.5213,
"step": 550
},
{
"epoch": 3.24,
"learning_rate": 1.3508771929824562e-05,
"loss": 1.5088,
"step": 555
},
{
"epoch": 3.27,
"learning_rate": 1.345029239766082e-05,
"loss": 1.4972,
"step": 560
},
{
"epoch": 3.3,
"learning_rate": 1.3391812865497079e-05,
"loss": 1.4984,
"step": 565
},
{
"epoch": 3.33,
"learning_rate": 1.3333333333333333e-05,
"loss": 1.5149,
"step": 570
},
{
"epoch": 3.36,
"learning_rate": 1.3274853801169591e-05,
"loss": 1.4956,
"step": 575
},
{
"epoch": 3.39,
"learning_rate": 1.321637426900585e-05,
"loss": 1.5321,
"step": 580
},
{
"epoch": 3.42,
"learning_rate": 1.3157894736842108e-05,
"loss": 1.5237,
"step": 585
},
{
"epoch": 3.45,
"learning_rate": 1.3099415204678362e-05,
"loss": 1.5124,
"step": 590
},
{
"epoch": 3.48,
"learning_rate": 1.304093567251462e-05,
"loss": 1.5087,
"step": 595
},
{
"epoch": 3.51,
"learning_rate": 1.2982456140350879e-05,
"loss": 1.5042,
"step": 600
},
{
"epoch": 3.54,
"learning_rate": 1.2923976608187137e-05,
"loss": 1.5324,
"step": 605
},
{
"epoch": 3.56,
"learning_rate": 1.2865497076023392e-05,
"loss": 1.5298,
"step": 610
},
{
"epoch": 3.59,
"learning_rate": 1.280701754385965e-05,
"loss": 1.5311,
"step": 615
},
{
"epoch": 3.62,
"learning_rate": 1.2748538011695908e-05,
"loss": 1.5229,
"step": 620
},
{
"epoch": 3.65,
"learning_rate": 1.2690058479532166e-05,
"loss": 1.4949,
"step": 625
},
{
"epoch": 3.68,
"learning_rate": 1.263157894736842e-05,
"loss": 1.5191,
"step": 630
},
{
"epoch": 3.71,
"learning_rate": 1.2573099415204679e-05,
"loss": 1.4942,
"step": 635
},
{
"epoch": 3.74,
"learning_rate": 1.2514619883040937e-05,
"loss": 1.4864,
"step": 640
},
{
"epoch": 3.77,
"learning_rate": 1.2456140350877195e-05,
"loss": 1.4959,
"step": 645
},
{
"epoch": 3.8,
"learning_rate": 1.239766081871345e-05,
"loss": 1.504,
"step": 650
},
{
"epoch": 3.83,
"learning_rate": 1.2339181286549708e-05,
"loss": 1.5097,
"step": 655
},
{
"epoch": 3.86,
"learning_rate": 1.2280701754385966e-05,
"loss": 1.5135,
"step": 660
},
{
"epoch": 3.89,
"learning_rate": 1.2222222222222224e-05,
"loss": 1.4982,
"step": 665
},
{
"epoch": 3.92,
"learning_rate": 1.216374269005848e-05,
"loss": 1.5007,
"step": 670
},
{
"epoch": 3.94,
"learning_rate": 1.2105263157894737e-05,
"loss": 1.5467,
"step": 675
},
{
"epoch": 3.97,
"learning_rate": 1.2046783625730995e-05,
"loss": 1.5082,
"step": 680
},
{
"epoch": 4.0,
"eval_loss": 1.4363151788711548,
"eval_runtime": 54.5283,
"eval_samples_per_second": 96.922,
"eval_steps_per_second": 3.044,
"step": 684
},
{
"epoch": 4.0,
"learning_rate": 1.1988304093567253e-05,
"loss": 1.5229,
"step": 685
},
{
"epoch": 4.03,
"learning_rate": 1.192982456140351e-05,
"loss": 1.458,
"step": 690
},
{
"epoch": 4.06,
"learning_rate": 1.1871345029239766e-05,
"loss": 1.4808,
"step": 695
},
{
"epoch": 4.09,
"learning_rate": 1.1812865497076024e-05,
"loss": 1.5026,
"step": 700
},
{
"epoch": 4.12,
"learning_rate": 1.1754385964912282e-05,
"loss": 1.4988,
"step": 705
},
{
"epoch": 4.15,
"learning_rate": 1.1695906432748539e-05,
"loss": 1.4884,
"step": 710
},
{
"epoch": 4.18,
"learning_rate": 1.1637426900584797e-05,
"loss": 1.4833,
"step": 715
},
{
"epoch": 4.21,
"learning_rate": 1.1578947368421053e-05,
"loss": 1.4669,
"step": 720
},
{
"epoch": 4.24,
"learning_rate": 1.1520467836257312e-05,
"loss": 1.4759,
"step": 725
},
{
"epoch": 4.27,
"learning_rate": 1.1461988304093568e-05,
"loss": 1.4444,
"step": 730
},
{
"epoch": 4.3,
"learning_rate": 1.1403508771929826e-05,
"loss": 1.4659,
"step": 735
},
{
"epoch": 4.32,
"learning_rate": 1.1345029239766083e-05,
"loss": 1.4745,
"step": 740
},
{
"epoch": 4.35,
"learning_rate": 1.128654970760234e-05,
"loss": 1.4783,
"step": 745
},
{
"epoch": 4.38,
"learning_rate": 1.1228070175438597e-05,
"loss": 1.4604,
"step": 750
},
{
"epoch": 4.41,
"learning_rate": 1.1169590643274855e-05,
"loss": 1.467,
"step": 755
},
{
"epoch": 4.44,
"learning_rate": 1.1111111111111113e-05,
"loss": 1.486,
"step": 760
},
{
"epoch": 4.47,
"learning_rate": 1.105263157894737e-05,
"loss": 1.4789,
"step": 765
},
{
"epoch": 4.5,
"learning_rate": 1.0994152046783626e-05,
"loss": 1.4938,
"step": 770
},
{
"epoch": 4.53,
"learning_rate": 1.0935672514619884e-05,
"loss": 1.4702,
"step": 775
},
{
"epoch": 4.56,
"learning_rate": 1.0877192982456142e-05,
"loss": 1.4938,
"step": 780
},
{
"epoch": 4.59,
"learning_rate": 1.0818713450292399e-05,
"loss": 1.4807,
"step": 785
},
{
"epoch": 4.62,
"learning_rate": 1.0760233918128655e-05,
"loss": 1.487,
"step": 790
},
{
"epoch": 4.65,
"learning_rate": 1.0701754385964913e-05,
"loss": 1.4808,
"step": 795
},
{
"epoch": 4.67,
"learning_rate": 1.0643274853801172e-05,
"loss": 1.4707,
"step": 800
},
{
"epoch": 4.7,
"learning_rate": 1.0584795321637428e-05,
"loss": 1.4748,
"step": 805
},
{
"epoch": 4.73,
"learning_rate": 1.0526315789473684e-05,
"loss": 1.4728,
"step": 810
},
{
"epoch": 4.76,
"learning_rate": 1.0467836257309943e-05,
"loss": 1.4848,
"step": 815
},
{
"epoch": 4.79,
"learning_rate": 1.04093567251462e-05,
"loss": 1.4664,
"step": 820
},
{
"epoch": 4.82,
"learning_rate": 1.0350877192982459e-05,
"loss": 1.4639,
"step": 825
},
{
"epoch": 4.85,
"learning_rate": 1.0292397660818714e-05,
"loss": 1.5213,
"step": 830
},
{
"epoch": 4.88,
"learning_rate": 1.0233918128654972e-05,
"loss": 1.4455,
"step": 835
},
{
"epoch": 4.91,
"learning_rate": 1.017543859649123e-05,
"loss": 1.5129,
"step": 840
},
{
"epoch": 4.94,
"learning_rate": 1.0116959064327488e-05,
"loss": 1.4527,
"step": 845
},
{
"epoch": 4.97,
"learning_rate": 1.0058479532163743e-05,
"loss": 1.4543,
"step": 850
},
{
"epoch": 5.0,
"learning_rate": 1e-05,
"loss": 1.4782,
"step": 855
},
{
"epoch": 5.0,
"eval_loss": 1.4285916090011597,
"eval_runtime": 54.3492,
"eval_samples_per_second": 97.242,
"eval_steps_per_second": 3.054,
"step": 855
},
{
"epoch": 5.03,
"learning_rate": 9.941520467836257e-06,
"loss": 1.4358,
"step": 860
},
{
"epoch": 5.05,
"learning_rate": 9.883040935672515e-06,
"loss": 1.4702,
"step": 865
},
{
"epoch": 5.08,
"learning_rate": 9.824561403508772e-06,
"loss": 1.4468,
"step": 870
},
{
"epoch": 5.11,
"learning_rate": 9.76608187134503e-06,
"loss": 1.4365,
"step": 875
},
{
"epoch": 5.14,
"learning_rate": 9.707602339181286e-06,
"loss": 1.462,
"step": 880
},
{
"epoch": 5.17,
"learning_rate": 9.649122807017545e-06,
"loss": 1.4665,
"step": 885
},
{
"epoch": 5.2,
"learning_rate": 9.590643274853801e-06,
"loss": 1.4579,
"step": 890
},
{
"epoch": 5.23,
"learning_rate": 9.532163742690059e-06,
"loss": 1.445,
"step": 895
},
{
"epoch": 5.26,
"learning_rate": 9.473684210526315e-06,
"loss": 1.4563,
"step": 900
},
{
"epoch": 5.29,
"learning_rate": 9.415204678362574e-06,
"loss": 1.4286,
"step": 905
},
{
"epoch": 5.32,
"learning_rate": 9.35672514619883e-06,
"loss": 1.4753,
"step": 910
},
{
"epoch": 5.35,
"learning_rate": 9.298245614035088e-06,
"loss": 1.4628,
"step": 915
},
{
"epoch": 5.38,
"learning_rate": 9.239766081871345e-06,
"loss": 1.4685,
"step": 920
},
{
"epoch": 5.41,
"learning_rate": 9.181286549707603e-06,
"loss": 1.4559,
"step": 925
},
{
"epoch": 5.43,
"learning_rate": 9.12280701754386e-06,
"loss": 1.435,
"step": 930
},
{
"epoch": 5.46,
"learning_rate": 9.064327485380117e-06,
"loss": 1.4272,
"step": 935
},
{
"epoch": 5.49,
"learning_rate": 9.005847953216374e-06,
"loss": 1.4592,
"step": 940
},
{
"epoch": 5.52,
"learning_rate": 8.947368421052632e-06,
"loss": 1.4264,
"step": 945
},
{
"epoch": 5.55,
"learning_rate": 8.888888888888888e-06,
"loss": 1.4329,
"step": 950
},
{
"epoch": 5.58,
"learning_rate": 8.830409356725146e-06,
"loss": 1.4368,
"step": 955
},
{
"epoch": 5.61,
"learning_rate": 8.771929824561405e-06,
"loss": 1.4481,
"step": 960
},
{
"epoch": 5.64,
"learning_rate": 8.713450292397661e-06,
"loss": 1.458,
"step": 965
},
{
"epoch": 5.67,
"learning_rate": 8.654970760233919e-06,
"loss": 1.4302,
"step": 970
},
{
"epoch": 5.7,
"learning_rate": 8.596491228070176e-06,
"loss": 1.4269,
"step": 975
},
{
"epoch": 5.73,
"learning_rate": 8.538011695906434e-06,
"loss": 1.4743,
"step": 980
},
{
"epoch": 5.76,
"learning_rate": 8.47953216374269e-06,
"loss": 1.4397,
"step": 985
},
{
"epoch": 5.79,
"learning_rate": 8.421052631578948e-06,
"loss": 1.4537,
"step": 990
},
{
"epoch": 5.81,
"learning_rate": 8.362573099415205e-06,
"loss": 1.4483,
"step": 995
},
{
"epoch": 5.84,
"learning_rate": 8.304093567251463e-06,
"loss": 1.479,
"step": 1000
},
{
"epoch": 5.87,
"learning_rate": 8.24561403508772e-06,
"loss": 1.4238,
"step": 1005
},
{
"epoch": 5.9,
"learning_rate": 8.187134502923977e-06,
"loss": 1.4544,
"step": 1010
},
{
"epoch": 5.93,
"learning_rate": 8.128654970760235e-06,
"loss": 1.4557,
"step": 1015
},
{
"epoch": 5.96,
"learning_rate": 8.070175438596492e-06,
"loss": 1.4514,
"step": 1020
},
{
"epoch": 5.99,
"learning_rate": 8.01169590643275e-06,
"loss": 1.4084,
"step": 1025
},
{
"epoch": 6.0,
"eval_loss": 1.4264638423919678,
"eval_runtime": 54.613,
"eval_samples_per_second": 96.772,
"eval_steps_per_second": 3.04,
"step": 1026
},
{
"epoch": 6.02,
"learning_rate": 7.953216374269006e-06,
"loss": 1.4231,
"step": 1030
},
{
"epoch": 6.05,
"learning_rate": 7.894736842105265e-06,
"loss": 1.4327,
"step": 1035
},
{
"epoch": 6.08,
"learning_rate": 7.836257309941521e-06,
"loss": 1.4188,
"step": 1040
},
{
"epoch": 6.11,
"learning_rate": 7.77777777777778e-06,
"loss": 1.4453,
"step": 1045
},
{
"epoch": 6.14,
"learning_rate": 7.719298245614036e-06,
"loss": 1.4,
"step": 1050
},
{
"epoch": 6.17,
"learning_rate": 7.660818713450294e-06,
"loss": 1.3889,
"step": 1055
},
{
"epoch": 6.19,
"learning_rate": 7.60233918128655e-06,
"loss": 1.4013,
"step": 1060
},
{
"epoch": 6.22,
"learning_rate": 7.5438596491228074e-06,
"loss": 1.4102,
"step": 1065
},
{
"epoch": 6.25,
"learning_rate": 7.485380116959065e-06,
"loss": 1.3953,
"step": 1070
},
{
"epoch": 6.28,
"learning_rate": 7.426900584795322e-06,
"loss": 1.4428,
"step": 1075
},
{
"epoch": 6.31,
"learning_rate": 7.368421052631579e-06,
"loss": 1.4446,
"step": 1080
},
{
"epoch": 6.34,
"learning_rate": 7.309941520467837e-06,
"loss": 1.4221,
"step": 1085
},
{
"epoch": 6.37,
"learning_rate": 7.251461988304094e-06,
"loss": 1.437,
"step": 1090
},
{
"epoch": 6.4,
"learning_rate": 7.192982456140352e-06,
"loss": 1.4144,
"step": 1095
},
{
"epoch": 6.43,
"learning_rate": 7.134502923976608e-06,
"loss": 1.4665,
"step": 1100
},
{
"epoch": 6.46,
"learning_rate": 7.0760233918128665e-06,
"loss": 1.4175,
"step": 1105
},
{
"epoch": 6.49,
"learning_rate": 7.017543859649123e-06,
"loss": 1.4346,
"step": 1110
},
{
"epoch": 6.52,
"learning_rate": 6.959064327485381e-06,
"loss": 1.422,
"step": 1115
},
{
"epoch": 6.54,
"learning_rate": 6.9005847953216375e-06,
"loss": 1.4322,
"step": 1120
},
{
"epoch": 6.57,
"learning_rate": 6.842105263157896e-06,
"loss": 1.4421,
"step": 1125
},
{
"epoch": 6.6,
"learning_rate": 6.783625730994152e-06,
"loss": 1.4346,
"step": 1130
},
{
"epoch": 6.63,
"learning_rate": 6.72514619883041e-06,
"loss": 1.4141,
"step": 1135
},
{
"epoch": 6.66,
"learning_rate": 6.666666666666667e-06,
"loss": 1.4387,
"step": 1140
},
{
"epoch": 6.69,
"learning_rate": 6.608187134502925e-06,
"loss": 1.422,
"step": 1145
},
{
"epoch": 6.72,
"learning_rate": 6.549707602339181e-06,
"loss": 1.4172,
"step": 1150
},
{
"epoch": 6.75,
"learning_rate": 6.491228070175439e-06,
"loss": 1.4387,
"step": 1155
},
{
"epoch": 6.78,
"learning_rate": 6.432748538011696e-06,
"loss": 1.4121,
"step": 1160
},
{
"epoch": 6.81,
"learning_rate": 6.374269005847954e-06,
"loss": 1.4065,
"step": 1165
},
{
"epoch": 6.84,
"learning_rate": 6.31578947368421e-06,
"loss": 1.4487,
"step": 1170
},
{
"epoch": 6.87,
"learning_rate": 6.2573099415204685e-06,
"loss": 1.4362,
"step": 1175
},
{
"epoch": 6.9,
"learning_rate": 6.198830409356725e-06,
"loss": 1.4351,
"step": 1180
},
{
"epoch": 6.92,
"learning_rate": 6.140350877192983e-06,
"loss": 1.4378,
"step": 1185
},
{
"epoch": 6.95,
"learning_rate": 6.08187134502924e-06,
"loss": 1.3944,
"step": 1190
},
{
"epoch": 6.98,
"learning_rate": 6.023391812865498e-06,
"loss": 1.4229,
"step": 1195
},
{
"epoch": 6.99,
"eval_loss": 1.4238632917404175,
"eval_runtime": 54.6138,
"eval_samples_per_second": 96.77,
"eval_steps_per_second": 3.04,
"step": 1197
},
{
"epoch": 7.01,
"learning_rate": 5.964912280701755e-06,
"loss": 1.4347,
"step": 1200
},
{
"epoch": 7.04,
"learning_rate": 5.906432748538012e-06,
"loss": 1.3752,
"step": 1205
},
{
"epoch": 7.07,
"learning_rate": 5.847953216374269e-06,
"loss": 1.4408,
"step": 1210
},
{
"epoch": 7.1,
"learning_rate": 5.789473684210527e-06,
"loss": 1.3978,
"step": 1215
},
{
"epoch": 7.13,
"learning_rate": 5.730994152046784e-06,
"loss": 1.3911,
"step": 1220
},
{
"epoch": 7.16,
"learning_rate": 5.672514619883041e-06,
"loss": 1.4236,
"step": 1225
},
{
"epoch": 7.19,
"learning_rate": 5.6140350877192985e-06,
"loss": 1.396,
"step": 1230
},
{
"epoch": 7.22,
"learning_rate": 5.555555555555557e-06,
"loss": 1.3968,
"step": 1235
},
{
"epoch": 7.25,
"learning_rate": 5.497076023391813e-06,
"loss": 1.411,
"step": 1240
},
{
"epoch": 7.28,
"learning_rate": 5.438596491228071e-06,
"loss": 1.4243,
"step": 1245
},
{
"epoch": 7.3,
"learning_rate": 5.380116959064328e-06,
"loss": 1.3972,
"step": 1250
},
{
"epoch": 7.33,
"learning_rate": 5.321637426900586e-06,
"loss": 1.4079,
"step": 1255
},
{
"epoch": 7.36,
"learning_rate": 5.263157894736842e-06,
"loss": 1.4157,
"step": 1260
},
{
"epoch": 7.39,
"learning_rate": 5.2046783625731e-06,
"loss": 1.3847,
"step": 1265
},
{
"epoch": 7.42,
"learning_rate": 5.146198830409357e-06,
"loss": 1.4167,
"step": 1270
},
{
"epoch": 7.45,
"learning_rate": 5.087719298245615e-06,
"loss": 1.4167,
"step": 1275
},
{
"epoch": 7.48,
"learning_rate": 5.029239766081871e-06,
"loss": 1.3941,
"step": 1280
},
{
"epoch": 7.51,
"learning_rate": 4.970760233918129e-06,
"loss": 1.4131,
"step": 1285
},
{
"epoch": 7.54,
"learning_rate": 4.912280701754386e-06,
"loss": 1.3771,
"step": 1290
},
{
"epoch": 7.57,
"learning_rate": 4.853801169590643e-06,
"loss": 1.395,
"step": 1295
},
{
"epoch": 7.6,
"learning_rate": 4.7953216374269005e-06,
"loss": 1.4258,
"step": 1300
},
{
"epoch": 7.63,
"learning_rate": 4.736842105263158e-06,
"loss": 1.3951,
"step": 1305
},
{
"epoch": 7.66,
"learning_rate": 4.678362573099415e-06,
"loss": 1.4218,
"step": 1310
},
{
"epoch": 7.68,
"learning_rate": 4.619883040935672e-06,
"loss": 1.4144,
"step": 1315
},
{
"epoch": 7.71,
"learning_rate": 4.56140350877193e-06,
"loss": 1.4083,
"step": 1320
},
{
"epoch": 7.74,
"learning_rate": 4.502923976608187e-06,
"loss": 1.4303,
"step": 1325
},
{
"epoch": 7.77,
"learning_rate": 4.444444444444444e-06,
"loss": 1.3925,
"step": 1330
},
{
"epoch": 7.8,
"learning_rate": 4.385964912280702e-06,
"loss": 1.3988,
"step": 1335
},
{
"epoch": 7.83,
"learning_rate": 4.3274853801169596e-06,
"loss": 1.4123,
"step": 1340
},
{
"epoch": 7.86,
"learning_rate": 4.269005847953217e-06,
"loss": 1.4339,
"step": 1345
},
{
"epoch": 7.89,
"learning_rate": 4.210526315789474e-06,
"loss": 1.4151,
"step": 1350
},
{
"epoch": 7.92,
"learning_rate": 4.152046783625731e-06,
"loss": 1.4058,
"step": 1355
},
{
"epoch": 7.95,
"learning_rate": 4.093567251461989e-06,
"loss": 1.4106,
"step": 1360
},
{
"epoch": 7.98,
"learning_rate": 4.035087719298246e-06,
"loss": 1.4,
"step": 1365
},
{
"epoch": 8.0,
"eval_loss": 1.421057105064392,
"eval_runtime": 54.4659,
"eval_samples_per_second": 97.033,
"eval_steps_per_second": 3.048,
"step": 1369
},
{
"epoch": 8.01,
"learning_rate": 3.976608187134503e-06,
"loss": 1.444,
"step": 1370
},
{
"epoch": 8.04,
"learning_rate": 3.9181286549707605e-06,
"loss": 1.3986,
"step": 1375
},
{
"epoch": 8.06,
"learning_rate": 3.859649122807018e-06,
"loss": 1.3945,
"step": 1380
},
{
"epoch": 8.09,
"learning_rate": 3.801169590643275e-06,
"loss": 1.4086,
"step": 1385
},
{
"epoch": 8.12,
"learning_rate": 3.7426900584795324e-06,
"loss": 1.4037,
"step": 1390
},
{
"epoch": 8.15,
"learning_rate": 3.6842105263157896e-06,
"loss": 1.4306,
"step": 1395
},
{
"epoch": 8.18,
"learning_rate": 3.625730994152047e-06,
"loss": 1.4049,
"step": 1400
},
{
"epoch": 8.21,
"learning_rate": 3.567251461988304e-06,
"loss": 1.3857,
"step": 1405
},
{
"epoch": 8.24,
"learning_rate": 3.5087719298245615e-06,
"loss": 1.3903,
"step": 1410
},
{
"epoch": 8.27,
"learning_rate": 3.4502923976608188e-06,
"loss": 1.4029,
"step": 1415
},
{
"epoch": 8.3,
"learning_rate": 3.391812865497076e-06,
"loss": 1.3956,
"step": 1420
},
{
"epoch": 8.33,
"learning_rate": 3.3333333333333333e-06,
"loss": 1.3745,
"step": 1425
},
{
"epoch": 8.36,
"learning_rate": 3.2748538011695906e-06,
"loss": 1.394,
"step": 1430
},
{
"epoch": 8.39,
"learning_rate": 3.216374269005848e-06,
"loss": 1.3947,
"step": 1435
},
{
"epoch": 8.41,
"learning_rate": 3.157894736842105e-06,
"loss": 1.396,
"step": 1440
},
{
"epoch": 8.44,
"learning_rate": 3.0994152046783624e-06,
"loss": 1.4008,
"step": 1445
},
{
"epoch": 8.47,
"learning_rate": 3.04093567251462e-06,
"loss": 1.3946,
"step": 1450
},
{
"epoch": 8.5,
"learning_rate": 2.9824561403508774e-06,
"loss": 1.3897,
"step": 1455
},
{
"epoch": 8.53,
"learning_rate": 2.9239766081871347e-06,
"loss": 1.4241,
"step": 1460
},
{
"epoch": 8.56,
"learning_rate": 2.865497076023392e-06,
"loss": 1.3892,
"step": 1465
},
{
"epoch": 8.59,
"learning_rate": 2.8070175438596493e-06,
"loss": 1.3806,
"step": 1470
},
{
"epoch": 8.62,
"learning_rate": 2.7485380116959066e-06,
"loss": 1.3899,
"step": 1475
},
{
"epoch": 8.65,
"learning_rate": 2.690058479532164e-06,
"loss": 1.3768,
"step": 1480
},
{
"epoch": 8.68,
"learning_rate": 2.631578947368421e-06,
"loss": 1.4009,
"step": 1485
},
{
"epoch": 8.71,
"learning_rate": 2.5730994152046784e-06,
"loss": 1.3709,
"step": 1490
},
{
"epoch": 8.74,
"learning_rate": 2.5146198830409357e-06,
"loss": 1.4098,
"step": 1495
},
{
"epoch": 8.77,
"learning_rate": 2.456140350877193e-06,
"loss": 1.407,
"step": 1500
},
{
"epoch": 8.79,
"learning_rate": 2.3976608187134502e-06,
"loss": 1.3903,
"step": 1505
},
{
"epoch": 8.82,
"learning_rate": 2.3391812865497075e-06,
"loss": 1.3892,
"step": 1510
},
{
"epoch": 8.85,
"learning_rate": 2.280701754385965e-06,
"loss": 1.3618,
"step": 1515
},
{
"epoch": 8.88,
"learning_rate": 2.222222222222222e-06,
"loss": 1.4114,
"step": 1520
},
{
"epoch": 8.91,
"learning_rate": 2.1637426900584798e-06,
"loss": 1.3862,
"step": 1525
},
{
"epoch": 8.94,
"learning_rate": 2.105263157894737e-06,
"loss": 1.3997,
"step": 1530
},
{
"epoch": 8.97,
"learning_rate": 2.0467836257309943e-06,
"loss": 1.4109,
"step": 1535
},
{
"epoch": 9.0,
"learning_rate": 1.9883040935672516e-06,
"loss": 1.3865,
"step": 1540
},
{
"epoch": 9.0,
"eval_loss": 1.4214701652526855,
"eval_runtime": 54.5568,
"eval_samples_per_second": 96.871,
"eval_steps_per_second": 3.043,
"step": 1540
},
{
"epoch": 9.03,
"learning_rate": 1.929824561403509e-06,
"loss": 1.3806,
"step": 1545
},
{
"epoch": 9.06,
"learning_rate": 1.8713450292397662e-06,
"loss": 1.3961,
"step": 1550
},
{
"epoch": 9.09,
"learning_rate": 1.8128654970760235e-06,
"loss": 1.3759,
"step": 1555
},
{
"epoch": 9.12,
"learning_rate": 1.7543859649122807e-06,
"loss": 1.3744,
"step": 1560
},
{
"epoch": 9.15,
"learning_rate": 1.695906432748538e-06,
"loss": 1.401,
"step": 1565
},
{
"epoch": 9.17,
"learning_rate": 1.6374269005847953e-06,
"loss": 1.3915,
"step": 1570
},
{
"epoch": 9.2,
"learning_rate": 1.5789473684210526e-06,
"loss": 1.4001,
"step": 1575
},
{
"epoch": 9.23,
"learning_rate": 1.52046783625731e-06,
"loss": 1.3885,
"step": 1580
},
{
"epoch": 9.26,
"learning_rate": 1.4619883040935674e-06,
"loss": 1.3917,
"step": 1585
},
{
"epoch": 9.29,
"learning_rate": 1.4035087719298246e-06,
"loss": 1.4041,
"step": 1590
},
{
"epoch": 9.32,
"learning_rate": 1.345029239766082e-06,
"loss": 1.397,
"step": 1595
},
{
"epoch": 9.35,
"learning_rate": 1.2865497076023392e-06,
"loss": 1.3874,
"step": 1600
},
{
"epoch": 9.38,
"learning_rate": 1.2280701754385965e-06,
"loss": 1.3742,
"step": 1605
},
{
"epoch": 9.41,
"learning_rate": 1.1695906432748538e-06,
"loss": 1.3782,
"step": 1610
},
{
"epoch": 9.44,
"learning_rate": 1.111111111111111e-06,
"loss": 1.3787,
"step": 1615
},
{
"epoch": 9.47,
"learning_rate": 1.0526315789473685e-06,
"loss": 1.3616,
"step": 1620
},
{
"epoch": 9.5,
"learning_rate": 9.941520467836258e-07,
"loss": 1.3762,
"step": 1625
},
{
"epoch": 9.53,
"learning_rate": 9.356725146198831e-07,
"loss": 1.3793,
"step": 1630
},
{
"epoch": 9.55,
"learning_rate": 8.771929824561404e-07,
"loss": 1.3743,
"step": 1635
},
{
"epoch": 9.58,
"learning_rate": 8.187134502923977e-07,
"loss": 1.411,
"step": 1640
},
{
"epoch": 9.61,
"learning_rate": 7.60233918128655e-07,
"loss": 1.3924,
"step": 1645
},
{
"epoch": 9.64,
"learning_rate": 7.017543859649123e-07,
"loss": 1.3624,
"step": 1650
},
{
"epoch": 9.67,
"learning_rate": 6.432748538011696e-07,
"loss": 1.3848,
"step": 1655
},
{
"epoch": 9.7,
"learning_rate": 5.847953216374269e-07,
"loss": 1.3912,
"step": 1660
},
{
"epoch": 9.73,
"learning_rate": 5.263157894736843e-07,
"loss": 1.4152,
"step": 1665
},
{
"epoch": 9.76,
"learning_rate": 4.6783625730994155e-07,
"loss": 1.3942,
"step": 1670
},
{
"epoch": 9.79,
"learning_rate": 4.093567251461988e-07,
"loss": 1.3855,
"step": 1675
},
{
"epoch": 9.82,
"learning_rate": 3.5087719298245616e-07,
"loss": 1.3804,
"step": 1680
},
{
"epoch": 9.85,
"learning_rate": 2.9239766081871344e-07,
"loss": 1.3904,
"step": 1685
},
{
"epoch": 9.88,
"learning_rate": 2.3391812865497077e-07,
"loss": 1.3886,
"step": 1690
},
{
"epoch": 9.91,
"learning_rate": 1.7543859649122808e-07,
"loss": 1.4217,
"step": 1695
},
{
"epoch": 9.93,
"learning_rate": 1.1695906432748539e-07,
"loss": 1.3938,
"step": 1700
},
{
"epoch": 9.96,
"learning_rate": 5.847953216374269e-08,
"loss": 1.3799,
"step": 1705
},
{
"epoch": 9.99,
"learning_rate": 0.0,
"loss": 1.3871,
"step": 1710
},
{
"epoch": 9.99,
"eval_loss": 1.4218624830245972,
"eval_runtime": 54.6025,
"eval_samples_per_second": 96.791,
"eval_steps_per_second": 3.04,
"step": 1710
},
{
"epoch": 9.99,
"step": 1710,
"total_flos": 1.862028915941376e+17,
"train_loss": 1.5164859166619373,
"train_runtime": 422176.3551,
"train_samples_per_second": 2.075,
"train_steps_per_second": 0.004
}
],
"max_steps": 1710,
"num_train_epochs": 10,
"total_flos": 1.862028915941376e+17,
"trial_name": null,
"trial_params": null
}