sentiment / trainer_state.json
dejanseo's picture
Upload 10 files
c4d3ab0 verified
{
"best_metric": 0.9315417408943176,
"best_model_checkpoint": "./albert_sentiment_model\\checkpoint-2000",
"epoch": 2.3094688221709005,
"eval_steps": 500,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.007698229407236336,
"grad_norm": 25.626720428466797,
"learning_rate": 1.0000000000000002e-06,
"loss": 1.9667,
"step": 10
},
{
"epoch": 0.015396458814472672,
"grad_norm": 35.37693405151367,
"learning_rate": 2.0000000000000003e-06,
"loss": 2.0464,
"step": 20
},
{
"epoch": 0.023094688221709007,
"grad_norm": 22.576478958129883,
"learning_rate": 3e-06,
"loss": 1.9565,
"step": 30
},
{
"epoch": 0.030792917628945343,
"grad_norm": 21.228620529174805,
"learning_rate": 4.000000000000001e-06,
"loss": 1.9974,
"step": 40
},
{
"epoch": 0.03849114703618168,
"grad_norm": 27.480052947998047,
"learning_rate": 5e-06,
"loss": 1.9431,
"step": 50
},
{
"epoch": 0.046189376443418015,
"grad_norm": 27.75535774230957,
"learning_rate": 6e-06,
"loss": 1.8815,
"step": 60
},
{
"epoch": 0.05388760585065435,
"grad_norm": 17.684391021728516,
"learning_rate": 7.000000000000001e-06,
"loss": 1.8753,
"step": 70
},
{
"epoch": 0.061585835257890686,
"grad_norm": 21.62338638305664,
"learning_rate": 8.000000000000001e-06,
"loss": 1.8629,
"step": 80
},
{
"epoch": 0.06928406466512702,
"grad_norm": 43.68171691894531,
"learning_rate": 9e-06,
"loss": 1.8003,
"step": 90
},
{
"epoch": 0.07698229407236336,
"grad_norm": 22.630041122436523,
"learning_rate": 1e-05,
"loss": 1.7636,
"step": 100
},
{
"epoch": 0.08468052347959969,
"grad_norm": 30.946426391601562,
"learning_rate": 1.1000000000000001e-05,
"loss": 1.7074,
"step": 110
},
{
"epoch": 0.09237875288683603,
"grad_norm": 30.420377731323242,
"learning_rate": 1.2e-05,
"loss": 1.6716,
"step": 120
},
{
"epoch": 0.10007698229407236,
"grad_norm": 48.35504150390625,
"learning_rate": 1.3000000000000001e-05,
"loss": 1.4465,
"step": 130
},
{
"epoch": 0.1077752117013087,
"grad_norm": 51.120361328125,
"learning_rate": 1.4000000000000001e-05,
"loss": 1.4337,
"step": 140
},
{
"epoch": 0.11547344110854503,
"grad_norm": 29.794086456298828,
"learning_rate": 1.5e-05,
"loss": 1.3535,
"step": 150
},
{
"epoch": 0.12317167051578137,
"grad_norm": 34.01353454589844,
"learning_rate": 1.6000000000000003e-05,
"loss": 1.3233,
"step": 160
},
{
"epoch": 0.1308698999230177,
"grad_norm": 47.1700439453125,
"learning_rate": 1.7000000000000003e-05,
"loss": 1.342,
"step": 170
},
{
"epoch": 0.13856812933025403,
"grad_norm": 34.01679611206055,
"learning_rate": 1.8e-05,
"loss": 1.4129,
"step": 180
},
{
"epoch": 0.1462663587374904,
"grad_norm": 27.47703742980957,
"learning_rate": 1.9e-05,
"loss": 1.3769,
"step": 190
},
{
"epoch": 0.15396458814472672,
"grad_norm": 60.44585037231445,
"learning_rate": 2e-05,
"loss": 1.3133,
"step": 200
},
{
"epoch": 0.16166281755196305,
"grad_norm": 23.065670013427734,
"learning_rate": 2.1e-05,
"loss": 1.2592,
"step": 210
},
{
"epoch": 0.16936104695919937,
"grad_norm": 70.744873046875,
"learning_rate": 2.2000000000000003e-05,
"loss": 1.3765,
"step": 220
},
{
"epoch": 0.17705927636643573,
"grad_norm": 47.14573287963867,
"learning_rate": 2.3000000000000003e-05,
"loss": 1.3629,
"step": 230
},
{
"epoch": 0.18475750577367206,
"grad_norm": 26.078250885009766,
"learning_rate": 2.4e-05,
"loss": 1.1865,
"step": 240
},
{
"epoch": 0.1924557351809084,
"grad_norm": 63.99885940551758,
"learning_rate": 2.5e-05,
"loss": 1.3399,
"step": 250
},
{
"epoch": 0.20015396458814472,
"grad_norm": 24.421600341796875,
"learning_rate": 2.6000000000000002e-05,
"loss": 1.1854,
"step": 260
},
{
"epoch": 0.20785219399538107,
"grad_norm": 16.544498443603516,
"learning_rate": 2.7000000000000002e-05,
"loss": 1.2511,
"step": 270
},
{
"epoch": 0.2155504234026174,
"grad_norm": 52.77935791015625,
"learning_rate": 2.8000000000000003e-05,
"loss": 1.2485,
"step": 280
},
{
"epoch": 0.22324865280985373,
"grad_norm": 68.4757080078125,
"learning_rate": 2.9e-05,
"loss": 1.0838,
"step": 290
},
{
"epoch": 0.23094688221709006,
"grad_norm": 26.108631134033203,
"learning_rate": 3e-05,
"loss": 1.3167,
"step": 300
},
{
"epoch": 0.23864511162432642,
"grad_norm": 16.388147354125977,
"learning_rate": 3.1e-05,
"loss": 1.0942,
"step": 310
},
{
"epoch": 0.24634334103156275,
"grad_norm": 27.521499633789062,
"learning_rate": 3.2000000000000005e-05,
"loss": 1.3823,
"step": 320
},
{
"epoch": 0.2540415704387991,
"grad_norm": 18.420778274536133,
"learning_rate": 3.3e-05,
"loss": 1.1258,
"step": 330
},
{
"epoch": 0.2617397998460354,
"grad_norm": 16.579042434692383,
"learning_rate": 3.4000000000000007e-05,
"loss": 1.159,
"step": 340
},
{
"epoch": 0.26943802925327176,
"grad_norm": 48.20399856567383,
"learning_rate": 3.5e-05,
"loss": 1.1556,
"step": 350
},
{
"epoch": 0.27713625866050806,
"grad_norm": 12.147098541259766,
"learning_rate": 3.6e-05,
"loss": 1.1309,
"step": 360
},
{
"epoch": 0.2848344880677444,
"grad_norm": 52.27555847167969,
"learning_rate": 3.7e-05,
"loss": 1.3251,
"step": 370
},
{
"epoch": 0.2925327174749808,
"grad_norm": 42.3845100402832,
"learning_rate": 3.8e-05,
"loss": 1.3005,
"step": 380
},
{
"epoch": 0.3002309468822171,
"grad_norm": 29.475187301635742,
"learning_rate": 3.9000000000000006e-05,
"loss": 1.2515,
"step": 390
},
{
"epoch": 0.30792917628945343,
"grad_norm": 60.33949279785156,
"learning_rate": 4e-05,
"loss": 1.2975,
"step": 400
},
{
"epoch": 0.3156274056966898,
"grad_norm": 47.650211334228516,
"learning_rate": 4.1e-05,
"loss": 1.2688,
"step": 410
},
{
"epoch": 0.3233256351039261,
"grad_norm": 20.859683990478516,
"learning_rate": 4.2e-05,
"loss": 1.2035,
"step": 420
},
{
"epoch": 0.33102386451116245,
"grad_norm": 16.41029930114746,
"learning_rate": 4.3e-05,
"loss": 1.1203,
"step": 430
},
{
"epoch": 0.33872209391839875,
"grad_norm": 12.632010459899902,
"learning_rate": 4.4000000000000006e-05,
"loss": 1.1197,
"step": 440
},
{
"epoch": 0.3464203233256351,
"grad_norm": 36.34510803222656,
"learning_rate": 4.5e-05,
"loss": 1.2378,
"step": 450
},
{
"epoch": 0.35411855273287146,
"grad_norm": 52.647926330566406,
"learning_rate": 4.600000000000001e-05,
"loss": 1.2022,
"step": 460
},
{
"epoch": 0.36181678214010776,
"grad_norm": 88.51087188720703,
"learning_rate": 4.7e-05,
"loss": 1.0755,
"step": 470
},
{
"epoch": 0.3695150115473441,
"grad_norm": 27.021543502807617,
"learning_rate": 4.8e-05,
"loss": 1.2264,
"step": 480
},
{
"epoch": 0.3772132409545804,
"grad_norm": 13.925777435302734,
"learning_rate": 4.9e-05,
"loss": 1.0287,
"step": 490
},
{
"epoch": 0.3849114703618168,
"grad_norm": 17.583614349365234,
"learning_rate": 5e-05,
"loss": 0.979,
"step": 500
},
{
"epoch": 0.3849114703618168,
"eval_accuracy": 0.5254041570438799,
"eval_f1": 0.4643762968149376,
"eval_loss": 1.1208206415176392,
"eval_precision": 0.47090986837941123,
"eval_recall": 0.5254041570438799,
"eval_runtime": 7.9109,
"eval_samples_per_second": 328.406,
"eval_steps_per_second": 41.082,
"step": 500
},
{
"epoch": 0.39260969976905313,
"grad_norm": 29.161548614501953,
"learning_rate": 4.998700285937094e-05,
"loss": 1.1457,
"step": 510
},
{
"epoch": 0.40030792917628943,
"grad_norm": 45.45001220703125,
"learning_rate": 4.997400571874188e-05,
"loss": 1.4028,
"step": 520
},
{
"epoch": 0.4080061585835258,
"grad_norm": 20.393016815185547,
"learning_rate": 4.9961008578112814e-05,
"loss": 1.3193,
"step": 530
},
{
"epoch": 0.41570438799076215,
"grad_norm": 9.973402976989746,
"learning_rate": 4.9948011437483756e-05,
"loss": 1.088,
"step": 540
},
{
"epoch": 0.42340261739799845,
"grad_norm": 41.007110595703125,
"learning_rate": 4.993501429685469e-05,
"loss": 1.3676,
"step": 550
},
{
"epoch": 0.4311008468052348,
"grad_norm": 13.304949760437012,
"learning_rate": 4.992201715622563e-05,
"loss": 1.3313,
"step": 560
},
{
"epoch": 0.4387990762124711,
"grad_norm": 10.015753746032715,
"learning_rate": 4.990902001559657e-05,
"loss": 1.0298,
"step": 570
},
{
"epoch": 0.44649730561970746,
"grad_norm": 67.66326904296875,
"learning_rate": 4.989602287496751e-05,
"loss": 1.0524,
"step": 580
},
{
"epoch": 0.4541955350269438,
"grad_norm": 28.423460006713867,
"learning_rate": 4.9883025734338444e-05,
"loss": 1.1959,
"step": 590
},
{
"epoch": 0.4618937644341801,
"grad_norm": 18.55489158630371,
"learning_rate": 4.9870028593709386e-05,
"loss": 1.0586,
"step": 600
},
{
"epoch": 0.4695919938414165,
"grad_norm": 36.054500579833984,
"learning_rate": 4.985703145308033e-05,
"loss": 1.2009,
"step": 610
},
{
"epoch": 0.47729022324865283,
"grad_norm": 18.236879348754883,
"learning_rate": 4.984403431245126e-05,
"loss": 1.1012,
"step": 620
},
{
"epoch": 0.48498845265588914,
"grad_norm": 20.71109962463379,
"learning_rate": 4.9831037171822204e-05,
"loss": 1.1486,
"step": 630
},
{
"epoch": 0.4926866820631255,
"grad_norm": 28.097261428833008,
"learning_rate": 4.981804003119314e-05,
"loss": 1.1645,
"step": 640
},
{
"epoch": 0.5003849114703618,
"grad_norm": 20.31618309020996,
"learning_rate": 4.980504289056408e-05,
"loss": 1.1256,
"step": 650
},
{
"epoch": 0.5080831408775982,
"grad_norm": 126.53520202636719,
"learning_rate": 4.9792045749935016e-05,
"loss": 1.4823,
"step": 660
},
{
"epoch": 0.5157813702848345,
"grad_norm": 14.448310852050781,
"learning_rate": 4.977904860930596e-05,
"loss": 1.2872,
"step": 670
},
{
"epoch": 0.5234795996920708,
"grad_norm": 16.949066162109375,
"learning_rate": 4.976605146867689e-05,
"loss": 1.2012,
"step": 680
},
{
"epoch": 0.5311778290993071,
"grad_norm": 14.372076034545898,
"learning_rate": 4.9753054328047835e-05,
"loss": 1.1928,
"step": 690
},
{
"epoch": 0.5388760585065435,
"grad_norm": 76.28020477294922,
"learning_rate": 4.974005718741877e-05,
"loss": 1.1082,
"step": 700
},
{
"epoch": 0.5465742879137798,
"grad_norm": 41.16048049926758,
"learning_rate": 4.972706004678971e-05,
"loss": 1.0006,
"step": 710
},
{
"epoch": 0.5542725173210161,
"grad_norm": 64.6050033569336,
"learning_rate": 4.9714062906160646e-05,
"loss": 1.2638,
"step": 720
},
{
"epoch": 0.5619707467282525,
"grad_norm": 35.458457946777344,
"learning_rate": 4.970106576553159e-05,
"loss": 1.0841,
"step": 730
},
{
"epoch": 0.5696689761354888,
"grad_norm": 33.32878494262695,
"learning_rate": 4.968806862490252e-05,
"loss": 1.2451,
"step": 740
},
{
"epoch": 0.5773672055427251,
"grad_norm": 26.29853630065918,
"learning_rate": 4.967507148427346e-05,
"loss": 1.0487,
"step": 750
},
{
"epoch": 0.5850654349499615,
"grad_norm": 6.7931084632873535,
"learning_rate": 4.96620743436444e-05,
"loss": 1.0836,
"step": 760
},
{
"epoch": 0.5927636643571979,
"grad_norm": 11.772964477539062,
"learning_rate": 4.9649077203015335e-05,
"loss": 0.9459,
"step": 770
},
{
"epoch": 0.6004618937644342,
"grad_norm": 83.65714263916016,
"learning_rate": 4.9636080062386276e-05,
"loss": 1.0921,
"step": 780
},
{
"epoch": 0.6081601231716706,
"grad_norm": 67.42829132080078,
"learning_rate": 4.962308292175721e-05,
"loss": 1.0981,
"step": 790
},
{
"epoch": 0.6158583525789069,
"grad_norm": 40.03876876831055,
"learning_rate": 4.961008578112815e-05,
"loss": 1.1155,
"step": 800
},
{
"epoch": 0.6235565819861432,
"grad_norm": 14.459259033203125,
"learning_rate": 4.9597088640499095e-05,
"loss": 1.2369,
"step": 810
},
{
"epoch": 0.6312548113933796,
"grad_norm": 43.21743392944336,
"learning_rate": 4.9584091499870037e-05,
"loss": 1.1154,
"step": 820
},
{
"epoch": 0.6389530408006159,
"grad_norm": 29.028535842895508,
"learning_rate": 4.957109435924097e-05,
"loss": 1.0684,
"step": 830
},
{
"epoch": 0.6466512702078522,
"grad_norm": 3421.910400390625,
"learning_rate": 4.9558097218611907e-05,
"loss": 1.1415,
"step": 840
},
{
"epoch": 0.6543494996150885,
"grad_norm": 50.08725357055664,
"learning_rate": 4.954510007798285e-05,
"loss": 1.5334,
"step": 850
},
{
"epoch": 0.6620477290223249,
"grad_norm": 31.24684715270996,
"learning_rate": 4.953210293735378e-05,
"loss": 1.1275,
"step": 860
},
{
"epoch": 0.6697459584295612,
"grad_norm": 56.685611724853516,
"learning_rate": 4.9519105796724725e-05,
"loss": 1.1105,
"step": 870
},
{
"epoch": 0.6774441878367975,
"grad_norm": 59.59196853637695,
"learning_rate": 4.950610865609566e-05,
"loss": 1.296,
"step": 880
},
{
"epoch": 0.6851424172440339,
"grad_norm": 59.091697692871094,
"learning_rate": 4.94931115154666e-05,
"loss": 1.0462,
"step": 890
},
{
"epoch": 0.6928406466512702,
"grad_norm": 25.288618087768555,
"learning_rate": 4.948011437483754e-05,
"loss": 0.9684,
"step": 900
},
{
"epoch": 0.7005388760585065,
"grad_norm": 34.281044006347656,
"learning_rate": 4.946711723420848e-05,
"loss": 1.0789,
"step": 910
},
{
"epoch": 0.7082371054657429,
"grad_norm": 12.016758918762207,
"learning_rate": 4.945412009357941e-05,
"loss": 1.1008,
"step": 920
},
{
"epoch": 0.7159353348729792,
"grad_norm": 23.659439086914062,
"learning_rate": 4.9441122952950355e-05,
"loss": 1.3602,
"step": 930
},
{
"epoch": 0.7236335642802155,
"grad_norm": 12.893980026245117,
"learning_rate": 4.942812581232129e-05,
"loss": 1.3067,
"step": 940
},
{
"epoch": 0.7313317936874519,
"grad_norm": 36.1422004699707,
"learning_rate": 4.941512867169223e-05,
"loss": 1.2795,
"step": 950
},
{
"epoch": 0.7390300230946882,
"grad_norm": 24.229007720947266,
"learning_rate": 4.940213153106317e-05,
"loss": 0.8846,
"step": 960
},
{
"epoch": 0.7467282525019245,
"grad_norm": 12.185916900634766,
"learning_rate": 4.938913439043411e-05,
"loss": 1.0618,
"step": 970
},
{
"epoch": 0.7544264819091608,
"grad_norm": 58.11173629760742,
"learning_rate": 4.9376137249805044e-05,
"loss": 1.0567,
"step": 980
},
{
"epoch": 0.7621247113163973,
"grad_norm": 17.494789123535156,
"learning_rate": 4.936314010917598e-05,
"loss": 0.9427,
"step": 990
},
{
"epoch": 0.7698229407236336,
"grad_norm": 21.812406539916992,
"learning_rate": 4.935014296854692e-05,
"loss": 1.0871,
"step": 1000
},
{
"epoch": 0.7698229407236336,
"eval_accuracy": 0.5400307929176289,
"eval_f1": 0.5212757553318326,
"eval_loss": 1.0452667474746704,
"eval_precision": 0.5391802513141176,
"eval_recall": 0.5400307929176289,
"eval_runtime": 7.9557,
"eval_samples_per_second": 326.559,
"eval_steps_per_second": 40.851,
"step": 1000
},
{
"epoch": 0.7775211701308699,
"grad_norm": 68.46436309814453,
"learning_rate": 4.9337145827917855e-05,
"loss": 1.3711,
"step": 1010
},
{
"epoch": 0.7852193995381063,
"grad_norm": 25.05400848388672,
"learning_rate": 4.9324148687288804e-05,
"loss": 1.1931,
"step": 1020
},
{
"epoch": 0.7929176289453426,
"grad_norm": 24.60456085205078,
"learning_rate": 4.931115154665974e-05,
"loss": 1.1109,
"step": 1030
},
{
"epoch": 0.8006158583525789,
"grad_norm": 24.26364517211914,
"learning_rate": 4.929815440603068e-05,
"loss": 1.0804,
"step": 1040
},
{
"epoch": 0.8083140877598153,
"grad_norm": 22.994844436645508,
"learning_rate": 4.9285157265401615e-05,
"loss": 0.8045,
"step": 1050
},
{
"epoch": 0.8160123171670516,
"grad_norm": 16.76064682006836,
"learning_rate": 4.927216012477256e-05,
"loss": 1.1683,
"step": 1060
},
{
"epoch": 0.8237105465742879,
"grad_norm": 46.755393981933594,
"learning_rate": 4.925916298414349e-05,
"loss": 1.1455,
"step": 1070
},
{
"epoch": 0.8314087759815243,
"grad_norm": 46.636077880859375,
"learning_rate": 4.924616584351443e-05,
"loss": 0.9044,
"step": 1080
},
{
"epoch": 0.8391070053887606,
"grad_norm": 25.199445724487305,
"learning_rate": 4.923316870288537e-05,
"loss": 1.0345,
"step": 1090
},
{
"epoch": 0.8468052347959969,
"grad_norm": 37.11675262451172,
"learning_rate": 4.9220171562256304e-05,
"loss": 1.2491,
"step": 1100
},
{
"epoch": 0.8545034642032333,
"grad_norm": 19.960737228393555,
"learning_rate": 4.9207174421627246e-05,
"loss": 0.9029,
"step": 1110
},
{
"epoch": 0.8622016936104696,
"grad_norm": 81.35137939453125,
"learning_rate": 4.919417728099818e-05,
"loss": 1.2947,
"step": 1120
},
{
"epoch": 0.8698999230177059,
"grad_norm": 32.889427185058594,
"learning_rate": 4.918118014036912e-05,
"loss": 1.1014,
"step": 1130
},
{
"epoch": 0.8775981524249422,
"grad_norm": 35.65376281738281,
"learning_rate": 4.916818299974006e-05,
"loss": 1.1406,
"step": 1140
},
{
"epoch": 0.8852963818321786,
"grad_norm": 309.11114501953125,
"learning_rate": 4.9155185859111e-05,
"loss": 0.9684,
"step": 1150
},
{
"epoch": 0.8929946112394149,
"grad_norm": 19.624103546142578,
"learning_rate": 4.9142188718481934e-05,
"loss": 0.9999,
"step": 1160
},
{
"epoch": 0.9006928406466512,
"grad_norm": 35.4536018371582,
"learning_rate": 4.9129191577852876e-05,
"loss": 1.3579,
"step": 1170
},
{
"epoch": 0.9083910700538876,
"grad_norm": 94.22552490234375,
"learning_rate": 4.911619443722381e-05,
"loss": 1.0926,
"step": 1180
},
{
"epoch": 0.9160892994611239,
"grad_norm": 23.519554138183594,
"learning_rate": 4.910319729659475e-05,
"loss": 1.1782,
"step": 1190
},
{
"epoch": 0.9237875288683602,
"grad_norm": 25.848222732543945,
"learning_rate": 4.909020015596569e-05,
"loss": 1.0085,
"step": 1200
},
{
"epoch": 0.9314857582755967,
"grad_norm": 40.45154571533203,
"learning_rate": 4.907720301533663e-05,
"loss": 1.0384,
"step": 1210
},
{
"epoch": 0.939183987682833,
"grad_norm": 26.536237716674805,
"learning_rate": 4.9064205874707564e-05,
"loss": 1.006,
"step": 1220
},
{
"epoch": 0.9468822170900693,
"grad_norm": 17.983915328979492,
"learning_rate": 4.9051208734078506e-05,
"loss": 1.1031,
"step": 1230
},
{
"epoch": 0.9545804464973057,
"grad_norm": 46.20643615722656,
"learning_rate": 4.903821159344945e-05,
"loss": 0.9322,
"step": 1240
},
{
"epoch": 0.962278675904542,
"grad_norm": 59.26303482055664,
"learning_rate": 4.902521445282038e-05,
"loss": 1.1146,
"step": 1250
},
{
"epoch": 0.9699769053117783,
"grad_norm": 42.50138473510742,
"learning_rate": 4.9012217312191324e-05,
"loss": 1.1769,
"step": 1260
},
{
"epoch": 0.9776751347190146,
"grad_norm": 44.46087646484375,
"learning_rate": 4.899922017156226e-05,
"loss": 1.113,
"step": 1270
},
{
"epoch": 0.985373364126251,
"grad_norm": 24.701412200927734,
"learning_rate": 4.89862230309332e-05,
"loss": 1.0445,
"step": 1280
},
{
"epoch": 0.9930715935334873,
"grad_norm": 19.296676635742188,
"learning_rate": 4.8973225890304136e-05,
"loss": 1.075,
"step": 1290
},
{
"epoch": 1.0007698229407236,
"grad_norm": 24.70547866821289,
"learning_rate": 4.896022874967508e-05,
"loss": 0.8709,
"step": 1300
},
{
"epoch": 1.0084680523479599,
"grad_norm": 35.57961654663086,
"learning_rate": 4.894723160904601e-05,
"loss": 1.0378,
"step": 1310
},
{
"epoch": 1.0161662817551964,
"grad_norm": 30.505125045776367,
"learning_rate": 4.893423446841695e-05,
"loss": 0.992,
"step": 1320
},
{
"epoch": 1.0238645111624327,
"grad_norm": 58.703643798828125,
"learning_rate": 4.892123732778789e-05,
"loss": 1.1885,
"step": 1330
},
{
"epoch": 1.031562740569669,
"grad_norm": 28.3648681640625,
"learning_rate": 4.8908240187158824e-05,
"loss": 1.2337,
"step": 1340
},
{
"epoch": 1.0392609699769053,
"grad_norm": 24.309017181396484,
"learning_rate": 4.8895243046529766e-05,
"loss": 1.0578,
"step": 1350
},
{
"epoch": 1.0469591993841416,
"grad_norm": 26.426084518432617,
"learning_rate": 4.88822459059007e-05,
"loss": 0.9974,
"step": 1360
},
{
"epoch": 1.054657428791378,
"grad_norm": 27.277679443359375,
"learning_rate": 4.886924876527164e-05,
"loss": 1.0032,
"step": 1370
},
{
"epoch": 1.0623556581986142,
"grad_norm": 22.838211059570312,
"learning_rate": 4.885625162464258e-05,
"loss": 1.1148,
"step": 1380
},
{
"epoch": 1.0700538876058507,
"grad_norm": 41.72176742553711,
"learning_rate": 4.884325448401352e-05,
"loss": 0.9433,
"step": 1390
},
{
"epoch": 1.077752117013087,
"grad_norm": 72.71926879882812,
"learning_rate": 4.8830257343384455e-05,
"loss": 0.8138,
"step": 1400
},
{
"epoch": 1.0854503464203233,
"grad_norm": 20.042091369628906,
"learning_rate": 4.8817260202755396e-05,
"loss": 1.0195,
"step": 1410
},
{
"epoch": 1.0931485758275596,
"grad_norm": 20.96778678894043,
"learning_rate": 4.880426306212633e-05,
"loss": 1.0269,
"step": 1420
},
{
"epoch": 1.100846805234796,
"grad_norm": 32.662322998046875,
"learning_rate": 4.879126592149727e-05,
"loss": 0.891,
"step": 1430
},
{
"epoch": 1.1085450346420322,
"grad_norm": 19.693790435791016,
"learning_rate": 4.8778268780868215e-05,
"loss": 1.054,
"step": 1440
},
{
"epoch": 1.1162432640492688,
"grad_norm": 20.91014289855957,
"learning_rate": 4.876527164023915e-05,
"loss": 0.9135,
"step": 1450
},
{
"epoch": 1.123941493456505,
"grad_norm": 52.75801086425781,
"learning_rate": 4.875227449961009e-05,
"loss": 1.0464,
"step": 1460
},
{
"epoch": 1.1316397228637414,
"grad_norm": 42.71292495727539,
"learning_rate": 4.8739277358981026e-05,
"loss": 1.0075,
"step": 1470
},
{
"epoch": 1.1393379522709777,
"grad_norm": 21.153303146362305,
"learning_rate": 4.872628021835197e-05,
"loss": 1.2111,
"step": 1480
},
{
"epoch": 1.147036181678214,
"grad_norm": 44.54867172241211,
"learning_rate": 4.87132830777229e-05,
"loss": 0.8313,
"step": 1490
},
{
"epoch": 1.1547344110854503,
"grad_norm": 48.92774963378906,
"learning_rate": 4.8700285937093845e-05,
"loss": 1.0748,
"step": 1500
},
{
"epoch": 1.1547344110854503,
"eval_accuracy": 0.5658198614318707,
"eval_f1": 0.5450550292077301,
"eval_loss": 0.9736452102661133,
"eval_precision": 0.5647189867888521,
"eval_recall": 0.5658198614318707,
"eval_runtime": 8.0094,
"eval_samples_per_second": 324.367,
"eval_steps_per_second": 40.577,
"step": 1500
},
{
"epoch": 1.1624326404926868,
"grad_norm": 39.90788650512695,
"learning_rate": 4.868728879646478e-05,
"loss": 1.0338,
"step": 1510
},
{
"epoch": 1.170130869899923,
"grad_norm": 35.67189025878906,
"learning_rate": 4.867429165583572e-05,
"loss": 1.0185,
"step": 1520
},
{
"epoch": 1.1778290993071594,
"grad_norm": 76.6269302368164,
"learning_rate": 4.8661294515206657e-05,
"loss": 1.0013,
"step": 1530
},
{
"epoch": 1.1855273287143957,
"grad_norm": 166.01284790039062,
"learning_rate": 4.86482973745776e-05,
"loss": 1.0846,
"step": 1540
},
{
"epoch": 1.193225558121632,
"grad_norm": 26.522552490234375,
"learning_rate": 4.863530023394853e-05,
"loss": 1.012,
"step": 1550
},
{
"epoch": 1.2009237875288683,
"grad_norm": 23.47018051147461,
"learning_rate": 4.862230309331947e-05,
"loss": 0.9853,
"step": 1560
},
{
"epoch": 1.2086220169361046,
"grad_norm": 16.074838638305664,
"learning_rate": 4.860930595269041e-05,
"loss": 0.9196,
"step": 1570
},
{
"epoch": 1.2163202463433411,
"grad_norm": 21.358341217041016,
"learning_rate": 4.8596308812061345e-05,
"loss": 1.0509,
"step": 1580
},
{
"epoch": 1.2240184757505774,
"grad_norm": 28.035846710205078,
"learning_rate": 4.858331167143229e-05,
"loss": 0.9299,
"step": 1590
},
{
"epoch": 1.2317167051578137,
"grad_norm": 23.313568115234375,
"learning_rate": 4.857031453080322e-05,
"loss": 0.9581,
"step": 1600
},
{
"epoch": 1.23941493456505,
"grad_norm": 26.382869720458984,
"learning_rate": 4.8557317390174163e-05,
"loss": 0.8374,
"step": 1610
},
{
"epoch": 1.2471131639722863,
"grad_norm": 62.66410446166992,
"learning_rate": 4.85443202495451e-05,
"loss": 1.1268,
"step": 1620
},
{
"epoch": 1.2548113933795226,
"grad_norm": 32.7457160949707,
"learning_rate": 4.853132310891604e-05,
"loss": 0.7796,
"step": 1630
},
{
"epoch": 1.2625096227867592,
"grad_norm": 45.75529861450195,
"learning_rate": 4.851832596828698e-05,
"loss": 1.0265,
"step": 1640
},
{
"epoch": 1.2702078521939955,
"grad_norm": 73.32510375976562,
"learning_rate": 4.850532882765792e-05,
"loss": 1.3302,
"step": 1650
},
{
"epoch": 1.2779060816012318,
"grad_norm": 51.92557144165039,
"learning_rate": 4.849233168702886e-05,
"loss": 1.2056,
"step": 1660
},
{
"epoch": 1.285604311008468,
"grad_norm": 9.508386611938477,
"learning_rate": 4.8479334546399794e-05,
"loss": 0.8817,
"step": 1670
},
{
"epoch": 1.2933025404157044,
"grad_norm": 19.91646957397461,
"learning_rate": 4.8466337405770735e-05,
"loss": 1.1081,
"step": 1680
},
{
"epoch": 1.3010007698229407,
"grad_norm": 22.991626739501953,
"learning_rate": 4.845334026514167e-05,
"loss": 0.9953,
"step": 1690
},
{
"epoch": 1.308698999230177,
"grad_norm": 36.05852127075195,
"learning_rate": 4.844034312451261e-05,
"loss": 0.9753,
"step": 1700
},
{
"epoch": 1.3163972286374133,
"grad_norm": 30.5816593170166,
"learning_rate": 4.842734598388355e-05,
"loss": 1.0043,
"step": 1710
},
{
"epoch": 1.3240954580446498,
"grad_norm": 32.22935485839844,
"learning_rate": 4.841434884325449e-05,
"loss": 0.977,
"step": 1720
},
{
"epoch": 1.331793687451886,
"grad_norm": 93.55306243896484,
"learning_rate": 4.8401351702625424e-05,
"loss": 0.959,
"step": 1730
},
{
"epoch": 1.3394919168591224,
"grad_norm": 20.172109603881836,
"learning_rate": 4.8388354561996365e-05,
"loss": 0.8522,
"step": 1740
},
{
"epoch": 1.3471901462663587,
"grad_norm": 34.432254791259766,
"learning_rate": 4.83753574213673e-05,
"loss": 0.9968,
"step": 1750
},
{
"epoch": 1.354888375673595,
"grad_norm": 9.962430000305176,
"learning_rate": 4.836236028073824e-05,
"loss": 0.8846,
"step": 1760
},
{
"epoch": 1.3625866050808315,
"grad_norm": 16.258909225463867,
"learning_rate": 4.834936314010918e-05,
"loss": 0.9685,
"step": 1770
},
{
"epoch": 1.3702848344880678,
"grad_norm": 600.8819580078125,
"learning_rate": 4.833636599948012e-05,
"loss": 1.2891,
"step": 1780
},
{
"epoch": 1.3779830638953041,
"grad_norm": 19.667699813842773,
"learning_rate": 4.8323368858851054e-05,
"loss": 0.9624,
"step": 1790
},
{
"epoch": 1.3856812933025404,
"grad_norm": 28.33806037902832,
"learning_rate": 4.831037171822199e-05,
"loss": 0.9677,
"step": 1800
},
{
"epoch": 1.3933795227097767,
"grad_norm": 17.19879722595215,
"learning_rate": 4.829737457759293e-05,
"loss": 0.7864,
"step": 1810
},
{
"epoch": 1.401077752117013,
"grad_norm": 68.86786651611328,
"learning_rate": 4.8284377436963865e-05,
"loss": 1.0756,
"step": 1820
},
{
"epoch": 1.4087759815242493,
"grad_norm": 19.253087997436523,
"learning_rate": 4.827138029633481e-05,
"loss": 0.902,
"step": 1830
},
{
"epoch": 1.4164742109314856,
"grad_norm": 22.85369300842285,
"learning_rate": 4.825838315570575e-05,
"loss": 0.9561,
"step": 1840
},
{
"epoch": 1.4241724403387221,
"grad_norm": 34.35043716430664,
"learning_rate": 4.824538601507669e-05,
"loss": 0.938,
"step": 1850
},
{
"epoch": 1.4318706697459584,
"grad_norm": 29.028274536132812,
"learning_rate": 4.8232388874447626e-05,
"loss": 0.9659,
"step": 1860
},
{
"epoch": 1.4395688991531947,
"grad_norm": 15.733872413635254,
"learning_rate": 4.821939173381857e-05,
"loss": 0.955,
"step": 1870
},
{
"epoch": 1.447267128560431,
"grad_norm": 45.1998176574707,
"learning_rate": 4.82063945931895e-05,
"loss": 1.0997,
"step": 1880
},
{
"epoch": 1.4549653579676676,
"grad_norm": 62.95772171020508,
"learning_rate": 4.819339745256044e-05,
"loss": 0.9975,
"step": 1890
},
{
"epoch": 1.4626635873749039,
"grad_norm": 13.520893096923828,
"learning_rate": 4.818040031193138e-05,
"loss": 0.9224,
"step": 1900
},
{
"epoch": 1.4703618167821402,
"grad_norm": 44.204837799072266,
"learning_rate": 4.8167403171302314e-05,
"loss": 1.0823,
"step": 1910
},
{
"epoch": 1.4780600461893765,
"grad_norm": 18.848365783691406,
"learning_rate": 4.8154406030673256e-05,
"loss": 0.8767,
"step": 1920
},
{
"epoch": 1.4857582755966128,
"grad_norm": 48.03689193725586,
"learning_rate": 4.814140889004419e-05,
"loss": 1.1274,
"step": 1930
},
{
"epoch": 1.493456505003849,
"grad_norm": 29.64519691467285,
"learning_rate": 4.812841174941513e-05,
"loss": 0.8109,
"step": 1940
},
{
"epoch": 1.5011547344110854,
"grad_norm": 56.1988639831543,
"learning_rate": 4.811541460878607e-05,
"loss": 1.1295,
"step": 1950
},
{
"epoch": 1.5088529638183217,
"grad_norm": 39.60947036743164,
"learning_rate": 4.810241746815701e-05,
"loss": 1.1057,
"step": 1960
},
{
"epoch": 1.516551193225558,
"grad_norm": 14.454174041748047,
"learning_rate": 4.8089420327527944e-05,
"loss": 1.098,
"step": 1970
},
{
"epoch": 1.5242494226327945,
"grad_norm": 18.127788543701172,
"learning_rate": 4.8076423186898886e-05,
"loss": 0.947,
"step": 1980
},
{
"epoch": 1.5319476520400308,
"grad_norm": 30.042423248291016,
"learning_rate": 4.806342604626982e-05,
"loss": 0.8846,
"step": 1990
},
{
"epoch": 1.539645881447267,
"grad_norm": 31.532861709594727,
"learning_rate": 4.805042890564076e-05,
"loss": 0.908,
"step": 2000
},
{
"epoch": 1.539645881447267,
"eval_accuracy": 0.5873749037721324,
"eval_f1": 0.5698601671652778,
"eval_loss": 0.9315417408943176,
"eval_precision": 0.5808478011880224,
"eval_recall": 0.5873749037721324,
"eval_runtime": 8.0056,
"eval_samples_per_second": 324.524,
"eval_steps_per_second": 40.597,
"step": 2000
},
{
"epoch": 1.5473441108545036,
"grad_norm": 87.31982421875,
"learning_rate": 4.80374317650117e-05,
"loss": 1.2135,
"step": 2010
},
{
"epoch": 1.55504234026174,
"grad_norm": 36.29372787475586,
"learning_rate": 4.802443462438263e-05,
"loss": 0.9446,
"step": 2020
},
{
"epoch": 1.5627405696689762,
"grad_norm": 65.0682144165039,
"learning_rate": 4.8011437483753574e-05,
"loss": 0.942,
"step": 2030
},
{
"epoch": 1.5704387990762125,
"grad_norm": 7.867269992828369,
"learning_rate": 4.799844034312451e-05,
"loss": 0.9343,
"step": 2040
},
{
"epoch": 1.5781370284834488,
"grad_norm": 18.922204971313477,
"learning_rate": 4.798544320249546e-05,
"loss": 1.0242,
"step": 2050
},
{
"epoch": 1.5858352578906851,
"grad_norm": 22.182636260986328,
"learning_rate": 4.797244606186639e-05,
"loss": 0.8997,
"step": 2060
},
{
"epoch": 1.5935334872979214,
"grad_norm": 13.871538162231445,
"learning_rate": 4.7959448921237335e-05,
"loss": 1.0238,
"step": 2070
},
{
"epoch": 1.6012317167051577,
"grad_norm": 24.956518173217773,
"learning_rate": 4.794645178060827e-05,
"loss": 0.8555,
"step": 2080
},
{
"epoch": 1.608929946112394,
"grad_norm": 27.833717346191406,
"learning_rate": 4.793345463997921e-05,
"loss": 1.1057,
"step": 2090
},
{
"epoch": 1.6166281755196303,
"grad_norm": 15.595669746398926,
"learning_rate": 4.7920457499350146e-05,
"loss": 0.8761,
"step": 2100
},
{
"epoch": 1.6243264049268669,
"grad_norm": 33.80525207519531,
"learning_rate": 4.790746035872109e-05,
"loss": 0.9889,
"step": 2110
},
{
"epoch": 1.6320246343341032,
"grad_norm": 21.781145095825195,
"learning_rate": 4.789446321809202e-05,
"loss": 1.055,
"step": 2120
},
{
"epoch": 1.6397228637413395,
"grad_norm": 29.12350082397461,
"learning_rate": 4.788146607746296e-05,
"loss": 1.0033,
"step": 2130
},
{
"epoch": 1.647421093148576,
"grad_norm": 20.39841079711914,
"learning_rate": 4.78684689368339e-05,
"loss": 1.0698,
"step": 2140
},
{
"epoch": 1.6551193225558123,
"grad_norm": 9.309553146362305,
"learning_rate": 4.7855471796204835e-05,
"loss": 0.9092,
"step": 2150
},
{
"epoch": 1.6628175519630486,
"grad_norm": 28.19939613342285,
"learning_rate": 4.7842474655575776e-05,
"loss": 0.9727,
"step": 2160
},
{
"epoch": 1.670515781370285,
"grad_norm": 18.627004623413086,
"learning_rate": 4.782947751494671e-05,
"loss": 0.8224,
"step": 2170
},
{
"epoch": 1.6782140107775212,
"grad_norm": 15.454500198364258,
"learning_rate": 4.781648037431765e-05,
"loss": 0.9459,
"step": 2180
},
{
"epoch": 1.6859122401847575,
"grad_norm": 25.361587524414062,
"learning_rate": 4.780348323368859e-05,
"loss": 0.8389,
"step": 2190
},
{
"epoch": 1.6936104695919938,
"grad_norm": 48.25446701049805,
"learning_rate": 4.779048609305953e-05,
"loss": 1.1498,
"step": 2200
},
{
"epoch": 1.70130869899923,
"grad_norm": 45.576908111572266,
"learning_rate": 4.7777488952430465e-05,
"loss": 0.7871,
"step": 2210
},
{
"epoch": 1.7090069284064664,
"grad_norm": 28.02678871154785,
"learning_rate": 4.7764491811801407e-05,
"loss": 0.8891,
"step": 2220
},
{
"epoch": 1.7167051578137027,
"grad_norm": 17.72388458251953,
"learning_rate": 4.775149467117234e-05,
"loss": 1.0627,
"step": 2230
},
{
"epoch": 1.7244033872209392,
"grad_norm": 14.796937942504883,
"learning_rate": 4.773849753054328e-05,
"loss": 0.8403,
"step": 2240
},
{
"epoch": 1.7321016166281755,
"grad_norm": 18.26534652709961,
"learning_rate": 4.7725500389914225e-05,
"loss": 1.0399,
"step": 2250
},
{
"epoch": 1.7397998460354118,
"grad_norm": 12.606345176696777,
"learning_rate": 4.771250324928516e-05,
"loss": 0.7362,
"step": 2260
},
{
"epoch": 1.7474980754426483,
"grad_norm": 10.439709663391113,
"learning_rate": 4.76995061086561e-05,
"loss": 1.0418,
"step": 2270
},
{
"epoch": 1.7551963048498846,
"grad_norm": 24.162647247314453,
"learning_rate": 4.768650896802704e-05,
"loss": 0.9489,
"step": 2280
},
{
"epoch": 1.762894534257121,
"grad_norm": 34.678993225097656,
"learning_rate": 4.767351182739798e-05,
"loss": 0.8907,
"step": 2290
},
{
"epoch": 1.7705927636643572,
"grad_norm": 22.55309295654297,
"learning_rate": 4.7660514686768913e-05,
"loss": 0.8239,
"step": 2300
},
{
"epoch": 1.7782909930715936,
"grad_norm": 22.526445388793945,
"learning_rate": 4.7647517546139855e-05,
"loss": 1.0999,
"step": 2310
},
{
"epoch": 1.7859892224788299,
"grad_norm": 19.45115089416504,
"learning_rate": 4.763452040551079e-05,
"loss": 0.8858,
"step": 2320
},
{
"epoch": 1.7936874518860662,
"grad_norm": 29.1611270904541,
"learning_rate": 4.762152326488173e-05,
"loss": 1.0418,
"step": 2330
},
{
"epoch": 1.8013856812933025,
"grad_norm": 22.248546600341797,
"learning_rate": 4.760852612425267e-05,
"loss": 0.8722,
"step": 2340
},
{
"epoch": 1.8090839107005388,
"grad_norm": 78.22930908203125,
"learning_rate": 4.75955289836236e-05,
"loss": 0.8606,
"step": 2350
},
{
"epoch": 1.816782140107775,
"grad_norm": 16.559967041015625,
"learning_rate": 4.7582531842994544e-05,
"loss": 0.9108,
"step": 2360
},
{
"epoch": 1.8244803695150116,
"grad_norm": 20.415922164916992,
"learning_rate": 4.756953470236548e-05,
"loss": 1.0512,
"step": 2370
},
{
"epoch": 1.8321785989222479,
"grad_norm": 34.354740142822266,
"learning_rate": 4.755653756173642e-05,
"loss": 0.9482,
"step": 2380
},
{
"epoch": 1.8398768283294842,
"grad_norm": 26.14980697631836,
"learning_rate": 4.7543540421107355e-05,
"loss": 0.9213,
"step": 2390
},
{
"epoch": 1.8475750577367207,
"grad_norm": 137.22198486328125,
"learning_rate": 4.75305432804783e-05,
"loss": 1.0509,
"step": 2400
},
{
"epoch": 1.855273287143957,
"grad_norm": 82.37857818603516,
"learning_rate": 4.751754613984923e-05,
"loss": 0.8466,
"step": 2410
},
{
"epoch": 1.8629715165511933,
"grad_norm": 31.272960662841797,
"learning_rate": 4.7504548999220174e-05,
"loss": 0.9717,
"step": 2420
},
{
"epoch": 1.8706697459584296,
"grad_norm": 33.75693893432617,
"learning_rate": 4.749155185859111e-05,
"loss": 1.0565,
"step": 2430
},
{
"epoch": 1.878367975365666,
"grad_norm": 21.18593406677246,
"learning_rate": 4.747855471796205e-05,
"loss": 0.8595,
"step": 2440
},
{
"epoch": 1.8860662047729022,
"grad_norm": 23.71518898010254,
"learning_rate": 4.7465557577332985e-05,
"loss": 0.8621,
"step": 2450
},
{
"epoch": 1.8937644341801385,
"grad_norm": 51.083431243896484,
"learning_rate": 4.745256043670393e-05,
"loss": 0.9675,
"step": 2460
},
{
"epoch": 1.9014626635873748,
"grad_norm": 59.243743896484375,
"learning_rate": 4.743956329607487e-05,
"loss": 0.7884,
"step": 2470
},
{
"epoch": 1.9091608929946111,
"grad_norm": 25.169973373413086,
"learning_rate": 4.7426566155445804e-05,
"loss": 1.0393,
"step": 2480
},
{
"epoch": 1.9168591224018474,
"grad_norm": 19.93684196472168,
"learning_rate": 4.7413569014816746e-05,
"loss": 1.0029,
"step": 2490
},
{
"epoch": 1.924557351809084,
"grad_norm": 14.145678520202637,
"learning_rate": 4.740057187418768e-05,
"loss": 1.0533,
"step": 2500
},
{
"epoch": 1.924557351809084,
"eval_accuracy": 0.5569668976135489,
"eval_f1": 0.5318009748153606,
"eval_loss": 0.9681846499443054,
"eval_precision": 0.5749243005518604,
"eval_recall": 0.5569668976135489,
"eval_runtime": 8.0276,
"eval_samples_per_second": 323.634,
"eval_steps_per_second": 40.485,
"step": 2500
},
{
"epoch": 1.9322555812163202,
"grad_norm": 15.758938789367676,
"learning_rate": 4.738757473355862e-05,
"loss": 0.8101,
"step": 2510
},
{
"epoch": 1.9399538106235565,
"grad_norm": 13.67740535736084,
"learning_rate": 4.737457759292956e-05,
"loss": 0.7461,
"step": 2520
},
{
"epoch": 1.947652040030793,
"grad_norm": 15.8422269821167,
"learning_rate": 4.73615804523005e-05,
"loss": 1.0919,
"step": 2530
},
{
"epoch": 1.9553502694380294,
"grad_norm": 150.54856872558594,
"learning_rate": 4.7348583311671434e-05,
"loss": 0.8516,
"step": 2540
},
{
"epoch": 1.9630484988452657,
"grad_norm": 73.50398254394531,
"learning_rate": 4.7335586171042376e-05,
"loss": 0.9784,
"step": 2550
},
{
"epoch": 1.970746728252502,
"grad_norm": 16.76059913635254,
"learning_rate": 4.732258903041331e-05,
"loss": 0.8167,
"step": 2560
},
{
"epoch": 1.9784449576597383,
"grad_norm": 29.237688064575195,
"learning_rate": 4.730959188978425e-05,
"loss": 1.0536,
"step": 2570
},
{
"epoch": 1.9861431870669746,
"grad_norm": 21.804590225219727,
"learning_rate": 4.729659474915519e-05,
"loss": 0.9558,
"step": 2580
},
{
"epoch": 1.9938414164742109,
"grad_norm": 21.874589920043945,
"learning_rate": 4.728359760852612e-05,
"loss": 0.9748,
"step": 2590
},
{
"epoch": 2.001539645881447,
"grad_norm": 32.83283996582031,
"learning_rate": 4.7270600467897064e-05,
"loss": 1.0102,
"step": 2600
},
{
"epoch": 2.0092378752886835,
"grad_norm": 16.153419494628906,
"learning_rate": 4.7257603327268e-05,
"loss": 0.8345,
"step": 2610
},
{
"epoch": 2.0169361046959198,
"grad_norm": 54.94171142578125,
"learning_rate": 4.724460618663894e-05,
"loss": 0.8617,
"step": 2620
},
{
"epoch": 2.024634334103156,
"grad_norm": 39.80078887939453,
"learning_rate": 4.7231609046009876e-05,
"loss": 0.8463,
"step": 2630
},
{
"epoch": 2.032332563510393,
"grad_norm": 21.685455322265625,
"learning_rate": 4.721861190538082e-05,
"loss": 0.8706,
"step": 2640
},
{
"epoch": 2.040030792917629,
"grad_norm": 26.26354217529297,
"learning_rate": 4.720561476475175e-05,
"loss": 0.8641,
"step": 2650
},
{
"epoch": 2.0477290223248654,
"grad_norm": 139.40414428710938,
"learning_rate": 4.7192617624122694e-05,
"loss": 0.7537,
"step": 2660
},
{
"epoch": 2.0554272517321017,
"grad_norm": 49.84522247314453,
"learning_rate": 4.7179620483493636e-05,
"loss": 0.7604,
"step": 2670
},
{
"epoch": 2.063125481139338,
"grad_norm": 17.73415756225586,
"learning_rate": 4.716662334286457e-05,
"loss": 0.7963,
"step": 2680
},
{
"epoch": 2.0708237105465743,
"grad_norm": 16.671457290649414,
"learning_rate": 4.715362620223551e-05,
"loss": 0.8546,
"step": 2690
},
{
"epoch": 2.0785219399538106,
"grad_norm": 15.332406044006348,
"learning_rate": 4.714062906160645e-05,
"loss": 0.784,
"step": 2700
},
{
"epoch": 2.086220169361047,
"grad_norm": 76.87459564208984,
"learning_rate": 4.712763192097739e-05,
"loss": 0.9221,
"step": 2710
},
{
"epoch": 2.0939183987682832,
"grad_norm": 21.800127029418945,
"learning_rate": 4.7114634780348324e-05,
"loss": 1.0555,
"step": 2720
},
{
"epoch": 2.1016166281755195,
"grad_norm": 31.496492385864258,
"learning_rate": 4.7101637639719266e-05,
"loss": 0.8673,
"step": 2730
},
{
"epoch": 2.109314857582756,
"grad_norm": 9.187371253967285,
"learning_rate": 4.70886404990902e-05,
"loss": 0.9217,
"step": 2740
},
{
"epoch": 2.117013086989992,
"grad_norm": 19.336244583129883,
"learning_rate": 4.707564335846114e-05,
"loss": 0.8739,
"step": 2750
},
{
"epoch": 2.1247113163972284,
"grad_norm": 28.658281326293945,
"learning_rate": 4.706264621783208e-05,
"loss": 0.8937,
"step": 2760
},
{
"epoch": 2.132409545804465,
"grad_norm": 32.35395431518555,
"learning_rate": 4.704964907720302e-05,
"loss": 0.9527,
"step": 2770
},
{
"epoch": 2.1401077752117015,
"grad_norm": 39.60884094238281,
"learning_rate": 4.7036651936573955e-05,
"loss": 0.9266,
"step": 2780
},
{
"epoch": 2.147806004618938,
"grad_norm": 16.985599517822266,
"learning_rate": 4.7023654795944896e-05,
"loss": 0.9875,
"step": 2790
},
{
"epoch": 2.155504234026174,
"grad_norm": 14.943406105041504,
"learning_rate": 4.701065765531583e-05,
"loss": 0.8371,
"step": 2800
},
{
"epoch": 2.1632024634334104,
"grad_norm": 18.414188385009766,
"learning_rate": 4.699766051468677e-05,
"loss": 0.8526,
"step": 2810
},
{
"epoch": 2.1709006928406467,
"grad_norm": 12.915871620178223,
"learning_rate": 4.698466337405771e-05,
"loss": 0.9252,
"step": 2820
},
{
"epoch": 2.178598922247883,
"grad_norm": 38.03502655029297,
"learning_rate": 4.697166623342864e-05,
"loss": 0.8437,
"step": 2830
},
{
"epoch": 2.1862971516551193,
"grad_norm": 163.22010803222656,
"learning_rate": 4.6958669092799585e-05,
"loss": 0.8906,
"step": 2840
},
{
"epoch": 2.1939953810623556,
"grad_norm": 15.631921768188477,
"learning_rate": 4.694567195217052e-05,
"loss": 0.9374,
"step": 2850
},
{
"epoch": 2.201693610469592,
"grad_norm": 91.86471557617188,
"learning_rate": 4.693267481154146e-05,
"loss": 0.895,
"step": 2860
},
{
"epoch": 2.209391839876828,
"grad_norm": 43.340171813964844,
"learning_rate": 4.69196776709124e-05,
"loss": 0.9779,
"step": 2870
},
{
"epoch": 2.2170900692840645,
"grad_norm": 17.621532440185547,
"learning_rate": 4.6906680530283345e-05,
"loss": 0.9628,
"step": 2880
},
{
"epoch": 2.2247882986913012,
"grad_norm": 22.588891983032227,
"learning_rate": 4.689368338965428e-05,
"loss": 0.8364,
"step": 2890
},
{
"epoch": 2.2324865280985375,
"grad_norm": 17.839075088500977,
"learning_rate": 4.688068624902522e-05,
"loss": 0.8933,
"step": 2900
},
{
"epoch": 2.240184757505774,
"grad_norm": 63.97893524169922,
"learning_rate": 4.6867689108396157e-05,
"loss": 0.8879,
"step": 2910
},
{
"epoch": 2.24788298691301,
"grad_norm": 25.88020133972168,
"learning_rate": 4.685469196776709e-05,
"loss": 1.1249,
"step": 2920
},
{
"epoch": 2.2555812163202464,
"grad_norm": 61.59385299682617,
"learning_rate": 4.684169482713803e-05,
"loss": 0.9538,
"step": 2930
},
{
"epoch": 2.2632794457274827,
"grad_norm": 313.2900390625,
"learning_rate": 4.682869768650897e-05,
"loss": 0.875,
"step": 2940
},
{
"epoch": 2.270977675134719,
"grad_norm": 24.295677185058594,
"learning_rate": 4.681570054587991e-05,
"loss": 1.0275,
"step": 2950
},
{
"epoch": 2.2786759045419553,
"grad_norm": 20.744089126586914,
"learning_rate": 4.6802703405250845e-05,
"loss": 0.9133,
"step": 2960
},
{
"epoch": 2.2863741339491916,
"grad_norm": 52.287078857421875,
"learning_rate": 4.678970626462179e-05,
"loss": 0.7897,
"step": 2970
},
{
"epoch": 2.294072363356428,
"grad_norm": 21.226224899291992,
"learning_rate": 4.677670912399272e-05,
"loss": 0.9604,
"step": 2980
},
{
"epoch": 2.3017705927636642,
"grad_norm": 12.787373542785645,
"learning_rate": 4.6763711983363663e-05,
"loss": 0.8511,
"step": 2990
},
{
"epoch": 2.3094688221709005,
"grad_norm": 22.66034507751465,
"learning_rate": 4.67507148427346e-05,
"loss": 1.0062,
"step": 3000
},
{
"epoch": 2.3094688221709005,
"eval_accuracy": 0.588144726712856,
"eval_f1": 0.5671167090208166,
"eval_loss": 0.9636054039001465,
"eval_precision": 0.5876103570700653,
"eval_recall": 0.588144726712856,
"eval_runtime": 7.9352,
"eval_samples_per_second": 327.401,
"eval_steps_per_second": 40.957,
"step": 3000
}
],
"logging_steps": 10,
"max_steps": 38970,
"num_input_tokens_seen": 0,
"num_train_epochs": 30,
"save_steps": 500,
"total_flos": 277929582871200.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}