exper_batch_16_e8 / trainer_state.json
sudo-s's picture
🍻 cheers
29d5195
raw
history blame
75 kB
{
"best_metric": 0.39511793851852417,
"best_model_checkpoint": "./exper_batch_16_e8/checkpoint-4900",
"epoch": 8.0,
"global_step": 5112,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02,
"learning_rate": 0.00019960876369327075,
"loss": 4.9227,
"step": 10
},
{
"epoch": 0.03,
"learning_rate": 0.0001992175273865415,
"loss": 4.809,
"step": 20
},
{
"epoch": 0.05,
"learning_rate": 0.0001988262910798122,
"loss": 4.6411,
"step": 30
},
{
"epoch": 0.06,
"learning_rate": 0.00019843505477308294,
"loss": 4.4483,
"step": 40
},
{
"epoch": 0.08,
"learning_rate": 0.00019804381846635368,
"loss": 4.3374,
"step": 50
},
{
"epoch": 0.09,
"learning_rate": 0.00019765258215962445,
"loss": 4.2538,
"step": 60
},
{
"epoch": 0.11,
"learning_rate": 0.00019726134585289516,
"loss": 4.1378,
"step": 70
},
{
"epoch": 0.13,
"learning_rate": 0.0001968701095461659,
"loss": 4.0433,
"step": 80
},
{
"epoch": 0.14,
"learning_rate": 0.00019647887323943664,
"loss": 4.0425,
"step": 90
},
{
"epoch": 0.16,
"learning_rate": 0.00019608763693270738,
"loss": 3.8115,
"step": 100
},
{
"epoch": 0.16,
"eval_accuracy": 0.18619892058596763,
"eval_loss": 3.7948496341705322,
"eval_runtime": 43.0404,
"eval_samples_per_second": 60.269,
"eval_steps_per_second": 7.551,
"step": 100
},
{
"epoch": 0.17,
"learning_rate": 0.0001956964006259781,
"loss": 3.8373,
"step": 110
},
{
"epoch": 0.19,
"learning_rate": 0.00019530516431924883,
"loss": 3.6742,
"step": 120
},
{
"epoch": 0.2,
"learning_rate": 0.00019491392801251957,
"loss": 3.581,
"step": 130
},
{
"epoch": 0.22,
"learning_rate": 0.0001945226917057903,
"loss": 3.4363,
"step": 140
},
{
"epoch": 0.23,
"learning_rate": 0.00019413145539906105,
"loss": 3.433,
"step": 150
},
{
"epoch": 0.25,
"learning_rate": 0.00019374021909233179,
"loss": 3.3784,
"step": 160
},
{
"epoch": 0.27,
"learning_rate": 0.00019334898278560253,
"loss": 3.2506,
"step": 170
},
{
"epoch": 0.28,
"learning_rate": 0.00019295774647887326,
"loss": 3.1149,
"step": 180
},
{
"epoch": 0.3,
"learning_rate": 0.00019256651017214398,
"loss": 3.0718,
"step": 190
},
{
"epoch": 0.31,
"learning_rate": 0.00019217527386541472,
"loss": 3.1194,
"step": 200
},
{
"epoch": 0.31,
"eval_accuracy": 0.32806476484194297,
"eval_loss": 3.0119543075561523,
"eval_runtime": 42.8934,
"eval_samples_per_second": 60.476,
"eval_steps_per_second": 7.577,
"step": 200
},
{
"epoch": 0.33,
"learning_rate": 0.00019178403755868546,
"loss": 2.8329,
"step": 210
},
{
"epoch": 0.34,
"learning_rate": 0.0001913928012519562,
"loss": 2.9553,
"step": 220
},
{
"epoch": 0.36,
"learning_rate": 0.0001910015649452269,
"loss": 2.9676,
"step": 230
},
{
"epoch": 0.38,
"learning_rate": 0.00019061032863849765,
"loss": 2.7578,
"step": 240
},
{
"epoch": 0.39,
"learning_rate": 0.00019021909233176841,
"loss": 2.6164,
"step": 250
},
{
"epoch": 0.41,
"learning_rate": 0.00018982785602503915,
"loss": 2.7734,
"step": 260
},
{
"epoch": 0.42,
"learning_rate": 0.00018943661971830987,
"loss": 2.601,
"step": 270
},
{
"epoch": 0.44,
"learning_rate": 0.0001890453834115806,
"loss": 2.8081,
"step": 280
},
{
"epoch": 0.45,
"learning_rate": 0.00018865414710485134,
"loss": 2.5308,
"step": 290
},
{
"epoch": 0.47,
"learning_rate": 0.00018826291079812208,
"loss": 2.3703,
"step": 300
},
{
"epoch": 0.47,
"eval_accuracy": 0.4425597532767926,
"eval_loss": 2.479144811630249,
"eval_runtime": 42.6319,
"eval_samples_per_second": 60.846,
"eval_steps_per_second": 7.623,
"step": 300
},
{
"epoch": 0.49,
"learning_rate": 0.0001878716744913928,
"loss": 2.5485,
"step": 310
},
{
"epoch": 0.5,
"learning_rate": 0.00018748043818466354,
"loss": 2.4543,
"step": 320
},
{
"epoch": 0.52,
"learning_rate": 0.00018708920187793427,
"loss": 2.3969,
"step": 330
},
{
"epoch": 0.53,
"learning_rate": 0.00018669796557120501,
"loss": 2.4463,
"step": 340
},
{
"epoch": 0.55,
"learning_rate": 0.00018630672926447575,
"loss": 2.2321,
"step": 350
},
{
"epoch": 0.56,
"learning_rate": 0.0001859154929577465,
"loss": 2.1456,
"step": 360
},
{
"epoch": 0.58,
"learning_rate": 0.00018552425665101723,
"loss": 2.152,
"step": 370
},
{
"epoch": 0.59,
"learning_rate": 0.00018513302034428797,
"loss": 2.1674,
"step": 380
},
{
"epoch": 0.61,
"learning_rate": 0.00018474178403755868,
"loss": 2.1503,
"step": 390
},
{
"epoch": 0.63,
"learning_rate": 0.00018435054773082942,
"loss": 2.07,
"step": 400
},
{
"epoch": 0.63,
"eval_accuracy": 0.5,
"eval_loss": 2.171962261199951,
"eval_runtime": 43.3053,
"eval_samples_per_second": 59.9,
"eval_steps_per_second": 7.505,
"step": 400
},
{
"epoch": 0.64,
"learning_rate": 0.00018395931142410016,
"loss": 2.1113,
"step": 410
},
{
"epoch": 0.66,
"learning_rate": 0.0001835680751173709,
"loss": 2.0248,
"step": 420
},
{
"epoch": 0.67,
"learning_rate": 0.00018317683881064161,
"loss": 1.9278,
"step": 430
},
{
"epoch": 0.69,
"learning_rate": 0.00018278560250391235,
"loss": 1.8649,
"step": 440
},
{
"epoch": 0.7,
"learning_rate": 0.00018239436619718312,
"loss": 1.9462,
"step": 450
},
{
"epoch": 0.72,
"learning_rate": 0.00018200312989045386,
"loss": 2.0817,
"step": 460
},
{
"epoch": 0.74,
"learning_rate": 0.00018161189358372457,
"loss": 1.8968,
"step": 470
},
{
"epoch": 0.75,
"learning_rate": 0.0001812206572769953,
"loss": 1.8535,
"step": 480
},
{
"epoch": 0.77,
"learning_rate": 0.00018082942097026605,
"loss": 1.8609,
"step": 490
},
{
"epoch": 0.78,
"learning_rate": 0.0001804381846635368,
"loss": 1.6847,
"step": 500
},
{
"epoch": 0.78,
"eval_accuracy": 0.5956052428681573,
"eval_loss": 1.7290887832641602,
"eval_runtime": 43.1676,
"eval_samples_per_second": 60.091,
"eval_steps_per_second": 7.529,
"step": 500
},
{
"epoch": 0.8,
"learning_rate": 0.0001800469483568075,
"loss": 1.6108,
"step": 510
},
{
"epoch": 0.81,
"learning_rate": 0.00017965571205007824,
"loss": 1.6568,
"step": 520
},
{
"epoch": 0.83,
"learning_rate": 0.00017926447574334898,
"loss": 1.6968,
"step": 530
},
{
"epoch": 0.85,
"learning_rate": 0.00017887323943661972,
"loss": 1.5102,
"step": 540
},
{
"epoch": 0.86,
"learning_rate": 0.00017848200312989046,
"loss": 1.5518,
"step": 550
},
{
"epoch": 0.88,
"learning_rate": 0.0001780907668231612,
"loss": 1.6318,
"step": 560
},
{
"epoch": 0.89,
"learning_rate": 0.00017769953051643194,
"loss": 1.4528,
"step": 570
},
{
"epoch": 0.91,
"learning_rate": 0.00017730829420970268,
"loss": 1.5259,
"step": 580
},
{
"epoch": 0.92,
"learning_rate": 0.00017691705790297342,
"loss": 1.3553,
"step": 590
},
{
"epoch": 0.94,
"learning_rate": 0.00017652582159624413,
"loss": 1.3821,
"step": 600
},
{
"epoch": 0.94,
"eval_accuracy": 0.6299151888974557,
"eval_loss": 1.4777374267578125,
"eval_runtime": 42.6804,
"eval_samples_per_second": 60.777,
"eval_steps_per_second": 7.615,
"step": 600
},
{
"epoch": 0.95,
"learning_rate": 0.00017613458528951487,
"loss": 1.5701,
"step": 610
},
{
"epoch": 0.97,
"learning_rate": 0.0001757433489827856,
"loss": 1.4866,
"step": 620
},
{
"epoch": 0.99,
"learning_rate": 0.00017535211267605635,
"loss": 1.4713,
"step": 630
},
{
"epoch": 1.0,
"learning_rate": 0.0001749608763693271,
"loss": 1.2937,
"step": 640
},
{
"epoch": 1.02,
"learning_rate": 0.00017456964006259783,
"loss": 1.169,
"step": 650
},
{
"epoch": 1.03,
"learning_rate": 0.00017417840375586857,
"loss": 1.1436,
"step": 660
},
{
"epoch": 1.05,
"learning_rate": 0.0001737871674491393,
"loss": 1.1583,
"step": 670
},
{
"epoch": 1.06,
"learning_rate": 0.00017339593114241002,
"loss": 0.9302,
"step": 680
},
{
"epoch": 1.08,
"learning_rate": 0.00017300469483568076,
"loss": 1.113,
"step": 690
},
{
"epoch": 1.1,
"learning_rate": 0.0001726134585289515,
"loss": 0.9498,
"step": 700
},
{
"epoch": 1.1,
"eval_accuracy": 0.6680801850424055,
"eval_loss": 1.2934883832931519,
"eval_runtime": 42.6632,
"eval_samples_per_second": 60.802,
"eval_steps_per_second": 7.618,
"step": 700
},
{
"epoch": 1.11,
"learning_rate": 0.00017222222222222224,
"loss": 0.9322,
"step": 710
},
{
"epoch": 1.13,
"learning_rate": 0.00017183098591549295,
"loss": 0.9719,
"step": 720
},
{
"epoch": 1.14,
"learning_rate": 0.0001714397496087637,
"loss": 0.9679,
"step": 730
},
{
"epoch": 1.16,
"learning_rate": 0.00017104851330203443,
"loss": 0.8539,
"step": 740
},
{
"epoch": 1.17,
"learning_rate": 0.0001706572769953052,
"loss": 0.971,
"step": 750
},
{
"epoch": 1.19,
"learning_rate": 0.0001702660406885759,
"loss": 0.9654,
"step": 760
},
{
"epoch": 1.21,
"learning_rate": 0.00016987480438184665,
"loss": 0.7825,
"step": 770
},
{
"epoch": 1.22,
"learning_rate": 0.00016948356807511739,
"loss": 1.0415,
"step": 780
},
{
"epoch": 1.24,
"learning_rate": 0.00016909233176838813,
"loss": 0.9053,
"step": 790
},
{
"epoch": 1.25,
"learning_rate": 0.00016870109546165884,
"loss": 0.8741,
"step": 800
},
{
"epoch": 1.25,
"eval_accuracy": 0.70508866615266,
"eval_loss": 1.135292649269104,
"eval_runtime": 42.8607,
"eval_samples_per_second": 60.522,
"eval_steps_per_second": 7.583,
"step": 800
},
{
"epoch": 1.27,
"learning_rate": 0.00016830985915492958,
"loss": 0.98,
"step": 810
},
{
"epoch": 1.28,
"learning_rate": 0.00016791862284820032,
"loss": 0.964,
"step": 820
},
{
"epoch": 1.3,
"learning_rate": 0.00016752738654147106,
"loss": 1.0007,
"step": 830
},
{
"epoch": 1.31,
"learning_rate": 0.0001671361502347418,
"loss": 0.7954,
"step": 840
},
{
"epoch": 1.33,
"learning_rate": 0.00016674491392801253,
"loss": 0.9806,
"step": 850
},
{
"epoch": 1.35,
"learning_rate": 0.00016635367762128327,
"loss": 0.8854,
"step": 860
},
{
"epoch": 1.36,
"learning_rate": 0.00016596244131455401,
"loss": 0.9212,
"step": 870
},
{
"epoch": 1.38,
"learning_rate": 0.00016557120500782473,
"loss": 0.8027,
"step": 880
},
{
"epoch": 1.39,
"learning_rate": 0.00016517996870109547,
"loss": 0.7901,
"step": 890
},
{
"epoch": 1.41,
"learning_rate": 0.0001647887323943662,
"loss": 0.8875,
"step": 900
},
{
"epoch": 1.41,
"eval_accuracy": 0.7447956823438705,
"eval_loss": 0.9951499700546265,
"eval_runtime": 42.5213,
"eval_samples_per_second": 61.005,
"eval_steps_per_second": 7.643,
"step": 900
},
{
"epoch": 1.42,
"learning_rate": 0.00016439749608763694,
"loss": 0.8624,
"step": 910
},
{
"epoch": 1.44,
"learning_rate": 0.00016400625978090766,
"loss": 0.7194,
"step": 920
},
{
"epoch": 1.46,
"learning_rate": 0.0001636150234741784,
"loss": 0.8012,
"step": 930
},
{
"epoch": 1.47,
"learning_rate": 0.00016322378716744916,
"loss": 0.9272,
"step": 940
},
{
"epoch": 1.49,
"learning_rate": 0.0001628325508607199,
"loss": 0.8623,
"step": 950
},
{
"epoch": 1.5,
"learning_rate": 0.00016244131455399061,
"loss": 0.8576,
"step": 960
},
{
"epoch": 1.52,
"learning_rate": 0.00016205007824726135,
"loss": 0.6199,
"step": 970
},
{
"epoch": 1.53,
"learning_rate": 0.0001616588419405321,
"loss": 0.6498,
"step": 980
},
{
"epoch": 1.55,
"learning_rate": 0.00016126760563380283,
"loss": 0.8226,
"step": 990
},
{
"epoch": 1.56,
"learning_rate": 0.00016087636932707354,
"loss": 0.7233,
"step": 1000
},
{
"epoch": 1.56,
"eval_accuracy": 0.748650732459522,
"eval_loss": 0.926507294178009,
"eval_runtime": 43.2867,
"eval_samples_per_second": 59.926,
"eval_steps_per_second": 7.508,
"step": 1000
},
{
"epoch": 1.58,
"learning_rate": 0.00016048513302034428,
"loss": 0.7018,
"step": 1010
},
{
"epoch": 1.6,
"learning_rate": 0.00016009389671361502,
"loss": 0.739,
"step": 1020
},
{
"epoch": 1.61,
"learning_rate": 0.00015970266040688576,
"loss": 0.6795,
"step": 1030
},
{
"epoch": 1.63,
"learning_rate": 0.0001593114241001565,
"loss": 0.6543,
"step": 1040
},
{
"epoch": 1.64,
"learning_rate": 0.00015892018779342724,
"loss": 0.7367,
"step": 1050
},
{
"epoch": 1.66,
"learning_rate": 0.00015852895148669798,
"loss": 0.6326,
"step": 1060
},
{
"epoch": 1.67,
"learning_rate": 0.00015813771517996872,
"loss": 0.5459,
"step": 1070
},
{
"epoch": 1.69,
"learning_rate": 0.00015774647887323943,
"loss": 0.8587,
"step": 1080
},
{
"epoch": 1.71,
"learning_rate": 0.00015735524256651017,
"loss": 0.6657,
"step": 1090
},
{
"epoch": 1.72,
"learning_rate": 0.0001569640062597809,
"loss": 0.6696,
"step": 1100
},
{
"epoch": 1.72,
"eval_accuracy": 0.7625289128758674,
"eval_loss": 0.8659528493881226,
"eval_runtime": 42.5957,
"eval_samples_per_second": 60.898,
"eval_steps_per_second": 7.63,
"step": 1100
},
{
"epoch": 1.74,
"learning_rate": 0.00015657276995305165,
"loss": 0.7146,
"step": 1110
},
{
"epoch": 1.75,
"learning_rate": 0.00015618153364632236,
"loss": 0.4619,
"step": 1120
},
{
"epoch": 1.77,
"learning_rate": 0.0001557902973395931,
"loss": 0.6367,
"step": 1130
},
{
"epoch": 1.78,
"learning_rate": 0.00015539906103286387,
"loss": 0.585,
"step": 1140
},
{
"epoch": 1.8,
"learning_rate": 0.0001550078247261346,
"loss": 0.5464,
"step": 1150
},
{
"epoch": 1.82,
"learning_rate": 0.00015461658841940532,
"loss": 0.7695,
"step": 1160
},
{
"epoch": 1.83,
"learning_rate": 0.00015422535211267606,
"loss": 0.7019,
"step": 1170
},
{
"epoch": 1.85,
"learning_rate": 0.0001538341158059468,
"loss": 0.4508,
"step": 1180
},
{
"epoch": 1.86,
"learning_rate": 0.00015344287949921754,
"loss": 0.6396,
"step": 1190
},
{
"epoch": 1.88,
"learning_rate": 0.00015305164319248828,
"loss": 0.7364,
"step": 1200
},
{
"epoch": 1.88,
"eval_accuracy": 0.7579028527370856,
"eval_loss": 0.8710386753082275,
"eval_runtime": 42.6201,
"eval_samples_per_second": 60.863,
"eval_steps_per_second": 7.626,
"step": 1200
},
{
"epoch": 1.89,
"learning_rate": 0.000152660406885759,
"loss": 0.8301,
"step": 1210
},
{
"epoch": 1.91,
"learning_rate": 0.00015226917057902973,
"loss": 0.6424,
"step": 1220
},
{
"epoch": 1.92,
"learning_rate": 0.00015187793427230047,
"loss": 0.788,
"step": 1230
},
{
"epoch": 1.94,
"learning_rate": 0.0001514866979655712,
"loss": 0.8115,
"step": 1240
},
{
"epoch": 1.96,
"learning_rate": 0.00015109546165884195,
"loss": 0.7002,
"step": 1250
},
{
"epoch": 1.97,
"learning_rate": 0.0001507042253521127,
"loss": 0.5162,
"step": 1260
},
{
"epoch": 1.99,
"learning_rate": 0.00015031298904538343,
"loss": 0.5706,
"step": 1270
},
{
"epoch": 2.0,
"learning_rate": 0.00014992175273865417,
"loss": 0.4565,
"step": 1280
},
{
"epoch": 2.02,
"learning_rate": 0.00014953051643192488,
"loss": 0.3758,
"step": 1290
},
{
"epoch": 2.03,
"learning_rate": 0.00014913928012519562,
"loss": 0.3933,
"step": 1300
},
{
"epoch": 2.03,
"eval_accuracy": 0.8037779491133384,
"eval_loss": 0.7161900997161865,
"eval_runtime": 42.7187,
"eval_samples_per_second": 60.723,
"eval_steps_per_second": 7.608,
"step": 1300
},
{
"epoch": 2.05,
"learning_rate": 0.00014874804381846636,
"loss": 0.2625,
"step": 1310
},
{
"epoch": 2.07,
"learning_rate": 0.0001483568075117371,
"loss": 0.3585,
"step": 1320
},
{
"epoch": 2.08,
"learning_rate": 0.00014796557120500784,
"loss": 0.3735,
"step": 1330
},
{
"epoch": 2.1,
"learning_rate": 0.00014757433489827858,
"loss": 0.4221,
"step": 1340
},
{
"epoch": 2.11,
"learning_rate": 0.00014718309859154932,
"loss": 0.3249,
"step": 1350
},
{
"epoch": 2.13,
"learning_rate": 0.00014679186228482006,
"loss": 0.4802,
"step": 1360
},
{
"epoch": 2.14,
"learning_rate": 0.00014640062597809077,
"loss": 0.3311,
"step": 1370
},
{
"epoch": 2.16,
"learning_rate": 0.0001460093896713615,
"loss": 0.4276,
"step": 1380
},
{
"epoch": 2.18,
"learning_rate": 0.00014561815336463225,
"loss": 0.222,
"step": 1390
},
{
"epoch": 2.19,
"learning_rate": 0.00014522691705790299,
"loss": 0.3443,
"step": 1400
},
{
"epoch": 2.19,
"eval_accuracy": 0.8299922898997687,
"eval_loss": 0.6305217742919922,
"eval_runtime": 43.2454,
"eval_samples_per_second": 59.983,
"eval_steps_per_second": 7.515,
"step": 1400
},
{
"epoch": 2.21,
"learning_rate": 0.0001448356807511737,
"loss": 0.3609,
"step": 1410
},
{
"epoch": 2.22,
"learning_rate": 0.00014444444444444444,
"loss": 0.4267,
"step": 1420
},
{
"epoch": 2.24,
"learning_rate": 0.00014405320813771518,
"loss": 0.4206,
"step": 1430
},
{
"epoch": 2.25,
"learning_rate": 0.00014366197183098594,
"loss": 0.3414,
"step": 1440
},
{
"epoch": 2.27,
"learning_rate": 0.00014327073552425666,
"loss": 0.3351,
"step": 1450
},
{
"epoch": 2.28,
"learning_rate": 0.0001428794992175274,
"loss": 0.2785,
"step": 1460
},
{
"epoch": 2.3,
"learning_rate": 0.00014248826291079813,
"loss": 0.2454,
"step": 1470
},
{
"epoch": 2.32,
"learning_rate": 0.00014209702660406887,
"loss": 0.4382,
"step": 1480
},
{
"epoch": 2.33,
"learning_rate": 0.0001417057902973396,
"loss": 0.4117,
"step": 1490
},
{
"epoch": 2.35,
"learning_rate": 0.00014131455399061033,
"loss": 0.3376,
"step": 1500
},
{
"epoch": 2.35,
"eval_accuracy": 0.8315343099460293,
"eval_loss": 0.62732994556427,
"eval_runtime": 43.1453,
"eval_samples_per_second": 60.122,
"eval_steps_per_second": 7.533,
"step": 1500
},
{
"epoch": 2.36,
"learning_rate": 0.00014092331768388107,
"loss": 0.4258,
"step": 1510
},
{
"epoch": 2.38,
"learning_rate": 0.0001405320813771518,
"loss": 0.3927,
"step": 1520
},
{
"epoch": 2.39,
"learning_rate": 0.00014014084507042254,
"loss": 0.4155,
"step": 1530
},
{
"epoch": 2.41,
"learning_rate": 0.00013974960876369328,
"loss": 0.2391,
"step": 1540
},
{
"epoch": 2.43,
"learning_rate": 0.00013935837245696402,
"loss": 0.2629,
"step": 1550
},
{
"epoch": 2.44,
"learning_rate": 0.00013896713615023476,
"loss": 0.3786,
"step": 1560
},
{
"epoch": 2.46,
"learning_rate": 0.00013857589984350547,
"loss": 0.3195,
"step": 1570
},
{
"epoch": 2.47,
"learning_rate": 0.00013818466353677621,
"loss": 0.2218,
"step": 1580
},
{
"epoch": 2.49,
"learning_rate": 0.00013779342723004695,
"loss": 0.2454,
"step": 1590
},
{
"epoch": 2.5,
"learning_rate": 0.0001374021909233177,
"loss": 0.3071,
"step": 1600
},
{
"epoch": 2.5,
"eval_accuracy": 0.8319198149575945,
"eval_loss": 0.5988024473190308,
"eval_runtime": 43.1472,
"eval_samples_per_second": 60.12,
"eval_steps_per_second": 7.532,
"step": 1600
},
{
"epoch": 2.52,
"learning_rate": 0.0001370109546165884,
"loss": 0.2436,
"step": 1610
},
{
"epoch": 2.54,
"learning_rate": 0.00013661971830985914,
"loss": 0.244,
"step": 1620
},
{
"epoch": 2.55,
"learning_rate": 0.0001362284820031299,
"loss": 0.3613,
"step": 1630
},
{
"epoch": 2.57,
"learning_rate": 0.00013583724569640065,
"loss": 0.4596,
"step": 1640
},
{
"epoch": 2.58,
"learning_rate": 0.00013544600938967136,
"loss": 0.2966,
"step": 1650
},
{
"epoch": 2.6,
"learning_rate": 0.0001350547730829421,
"loss": 0.3579,
"step": 1660
},
{
"epoch": 2.61,
"learning_rate": 0.00013466353677621284,
"loss": 0.3748,
"step": 1670
},
{
"epoch": 2.63,
"learning_rate": 0.00013427230046948358,
"loss": 0.2644,
"step": 1680
},
{
"epoch": 2.64,
"learning_rate": 0.0001338810641627543,
"loss": 0.2401,
"step": 1690
},
{
"epoch": 2.66,
"learning_rate": 0.00013348982785602503,
"loss": 0.2863,
"step": 1700
},
{
"epoch": 2.66,
"eval_accuracy": 0.8153430994602929,
"eval_loss": 0.6730513572692871,
"eval_runtime": 42.369,
"eval_samples_per_second": 61.224,
"eval_steps_per_second": 7.671,
"step": 1700
},
{
"epoch": 2.68,
"learning_rate": 0.00013309859154929577,
"loss": 0.1875,
"step": 1710
},
{
"epoch": 2.69,
"learning_rate": 0.0001327073552425665,
"loss": 0.2504,
"step": 1720
},
{
"epoch": 2.71,
"learning_rate": 0.00013231611893583725,
"loss": 0.3071,
"step": 1730
},
{
"epoch": 2.72,
"learning_rate": 0.000131924882629108,
"loss": 0.3549,
"step": 1740
},
{
"epoch": 2.74,
"learning_rate": 0.00013153364632237873,
"loss": 0.3535,
"step": 1750
},
{
"epoch": 2.75,
"learning_rate": 0.00013114241001564947,
"loss": 0.3758,
"step": 1760
},
{
"epoch": 2.77,
"learning_rate": 0.0001307511737089202,
"loss": 0.3174,
"step": 1770
},
{
"epoch": 2.79,
"learning_rate": 0.00013035993740219092,
"loss": 0.2612,
"step": 1780
},
{
"epoch": 2.8,
"learning_rate": 0.00012996870109546166,
"loss": 0.3562,
"step": 1790
},
{
"epoch": 2.82,
"learning_rate": 0.0001295774647887324,
"loss": 0.3017,
"step": 1800
},
{
"epoch": 2.82,
"eval_accuracy": 0.8315343099460293,
"eval_loss": 0.6042011976242065,
"eval_runtime": 43.2556,
"eval_samples_per_second": 59.969,
"eval_steps_per_second": 7.513,
"step": 1800
},
{
"epoch": 2.83,
"learning_rate": 0.00012918622848200314,
"loss": 0.4068,
"step": 1810
},
{
"epoch": 2.85,
"learning_rate": 0.00012879499217527385,
"loss": 0.2903,
"step": 1820
},
{
"epoch": 2.86,
"learning_rate": 0.00012840375586854462,
"loss": 0.2385,
"step": 1830
},
{
"epoch": 2.88,
"learning_rate": 0.00012801251956181536,
"loss": 0.2733,
"step": 1840
},
{
"epoch": 2.9,
"learning_rate": 0.0001276212832550861,
"loss": 0.2174,
"step": 1850
},
{
"epoch": 2.91,
"learning_rate": 0.0001272300469483568,
"loss": 0.2813,
"step": 1860
},
{
"epoch": 2.93,
"learning_rate": 0.00012683881064162755,
"loss": 0.1874,
"step": 1870
},
{
"epoch": 2.94,
"learning_rate": 0.0001264475743348983,
"loss": 0.3027,
"step": 1880
},
{
"epoch": 2.96,
"learning_rate": 0.00012605633802816903,
"loss": 0.3872,
"step": 1890
},
{
"epoch": 2.97,
"learning_rate": 0.00012566510172143974,
"loss": 0.2382,
"step": 1900
},
{
"epoch": 2.97,
"eval_accuracy": 0.8712413261372398,
"eval_loss": 0.5117685794830322,
"eval_runtime": 43.2378,
"eval_samples_per_second": 59.994,
"eval_steps_per_second": 7.517,
"step": 1900
},
{
"epoch": 2.99,
"learning_rate": 0.00012527386541471048,
"loss": 0.2799,
"step": 1910
},
{
"epoch": 3.0,
"learning_rate": 0.00012488262910798122,
"loss": 0.2348,
"step": 1920
},
{
"epoch": 3.02,
"learning_rate": 0.00012449139280125196,
"loss": 0.1834,
"step": 1930
},
{
"epoch": 3.04,
"learning_rate": 0.0001241001564945227,
"loss": 0.2012,
"step": 1940
},
{
"epoch": 3.05,
"learning_rate": 0.00012370892018779344,
"loss": 0.182,
"step": 1950
},
{
"epoch": 3.07,
"learning_rate": 0.00012331768388106418,
"loss": 0.1467,
"step": 1960
},
{
"epoch": 3.08,
"learning_rate": 0.00012292644757433492,
"loss": 0.2158,
"step": 1970
},
{
"epoch": 3.1,
"learning_rate": 0.00012253521126760563,
"loss": 0.1666,
"step": 1980
},
{
"epoch": 3.11,
"learning_rate": 0.00012214397496087637,
"loss": 0.1223,
"step": 1990
},
{
"epoch": 3.13,
"learning_rate": 0.00012175273865414711,
"loss": 0.1578,
"step": 2000
},
{
"epoch": 3.13,
"eval_accuracy": 0.8735543562066307,
"eval_loss": 0.49165645241737366,
"eval_runtime": 42.6596,
"eval_samples_per_second": 60.807,
"eval_steps_per_second": 7.618,
"step": 2000
},
{
"epoch": 3.15,
"learning_rate": 0.00012136150234741786,
"loss": 0.2114,
"step": 2010
},
{
"epoch": 3.16,
"learning_rate": 0.00012097026604068857,
"loss": 0.1657,
"step": 2020
},
{
"epoch": 3.18,
"learning_rate": 0.00012057902973395931,
"loss": 0.1228,
"step": 2030
},
{
"epoch": 3.19,
"learning_rate": 0.00012018779342723005,
"loss": 0.1246,
"step": 2040
},
{
"epoch": 3.21,
"learning_rate": 0.00011979655712050079,
"loss": 0.1231,
"step": 2050
},
{
"epoch": 3.22,
"learning_rate": 0.00011940532081377152,
"loss": 0.2011,
"step": 2060
},
{
"epoch": 3.24,
"learning_rate": 0.00011901408450704226,
"loss": 0.1177,
"step": 2070
},
{
"epoch": 3.26,
"learning_rate": 0.000118622848200313,
"loss": 0.1258,
"step": 2080
},
{
"epoch": 3.27,
"learning_rate": 0.00011823161189358373,
"loss": 0.1668,
"step": 2090
},
{
"epoch": 3.29,
"learning_rate": 0.00011784037558685446,
"loss": 0.1794,
"step": 2100
},
{
"epoch": 3.29,
"eval_accuracy": 0.8631457208943716,
"eval_loss": 0.53019118309021,
"eval_runtime": 43.3542,
"eval_samples_per_second": 59.833,
"eval_steps_per_second": 7.496,
"step": 2100
},
{
"epoch": 3.3,
"learning_rate": 0.0001174491392801252,
"loss": 0.1714,
"step": 2110
},
{
"epoch": 3.32,
"learning_rate": 0.00011705790297339594,
"loss": 0.0935,
"step": 2120
},
{
"epoch": 3.33,
"learning_rate": 0.00011666666666666668,
"loss": 0.1422,
"step": 2130
},
{
"epoch": 3.35,
"learning_rate": 0.0001162754303599374,
"loss": 0.1965,
"step": 2140
},
{
"epoch": 3.36,
"learning_rate": 0.00011588419405320814,
"loss": 0.1014,
"step": 2150
},
{
"epoch": 3.38,
"learning_rate": 0.00011549295774647888,
"loss": 0.2306,
"step": 2160
},
{
"epoch": 3.4,
"learning_rate": 0.00011510172143974962,
"loss": 0.1482,
"step": 2170
},
{
"epoch": 3.41,
"learning_rate": 0.00011471048513302034,
"loss": 0.1835,
"step": 2180
},
{
"epoch": 3.43,
"learning_rate": 0.00011431924882629107,
"loss": 0.0886,
"step": 2190
},
{
"epoch": 3.44,
"learning_rate": 0.00011392801251956183,
"loss": 0.1093,
"step": 2200
},
{
"epoch": 3.44,
"eval_accuracy": 0.8635312259059368,
"eval_loss": 0.5034898519515991,
"eval_runtime": 42.4689,
"eval_samples_per_second": 61.08,
"eval_steps_per_second": 7.653,
"step": 2200
},
{
"epoch": 3.46,
"learning_rate": 0.00011353677621283257,
"loss": 0.12,
"step": 2210
},
{
"epoch": 3.47,
"learning_rate": 0.00011314553990610328,
"loss": 0.1595,
"step": 2220
},
{
"epoch": 3.49,
"learning_rate": 0.00011275430359937402,
"loss": 0.1279,
"step": 2230
},
{
"epoch": 3.51,
"learning_rate": 0.00011236306729264476,
"loss": 0.1693,
"step": 2240
},
{
"epoch": 3.52,
"learning_rate": 0.0001119718309859155,
"loss": 0.1546,
"step": 2250
},
{
"epoch": 3.54,
"learning_rate": 0.00011158059467918622,
"loss": 0.0954,
"step": 2260
},
{
"epoch": 3.55,
"learning_rate": 0.00011118935837245696,
"loss": 0.1307,
"step": 2270
},
{
"epoch": 3.57,
"learning_rate": 0.0001107981220657277,
"loss": 0.1041,
"step": 2280
},
{
"epoch": 3.58,
"learning_rate": 0.00011040688575899844,
"loss": 0.0915,
"step": 2290
},
{
"epoch": 3.6,
"learning_rate": 0.00011001564945226917,
"loss": 0.1076,
"step": 2300
},
{
"epoch": 3.6,
"eval_accuracy": 0.8673862760215882,
"eval_loss": 0.5186420679092407,
"eval_runtime": 42.5346,
"eval_samples_per_second": 60.986,
"eval_steps_per_second": 7.641,
"step": 2300
},
{
"epoch": 3.62,
"learning_rate": 0.00010962441314553991,
"loss": 0.1075,
"step": 2310
},
{
"epoch": 3.63,
"learning_rate": 0.00010923317683881065,
"loss": 0.0914,
"step": 2320
},
{
"epoch": 3.65,
"learning_rate": 0.00010884194053208139,
"loss": 0.1057,
"step": 2330
},
{
"epoch": 3.66,
"learning_rate": 0.00010845070422535213,
"loss": 0.1967,
"step": 2340
},
{
"epoch": 3.68,
"learning_rate": 0.00010805946791862285,
"loss": 0.1148,
"step": 2350
},
{
"epoch": 3.69,
"learning_rate": 0.00010766823161189359,
"loss": 0.0591,
"step": 2360
},
{
"epoch": 3.71,
"learning_rate": 0.00010727699530516433,
"loss": 0.1369,
"step": 2370
},
{
"epoch": 3.72,
"learning_rate": 0.00010688575899843507,
"loss": 0.0991,
"step": 2380
},
{
"epoch": 3.74,
"learning_rate": 0.0001064945226917058,
"loss": 0.1579,
"step": 2390
},
{
"epoch": 3.76,
"learning_rate": 0.00010610328638497653,
"loss": 0.1219,
"step": 2400
},
{
"epoch": 3.76,
"eval_accuracy": 0.8801079414032382,
"eval_loss": 0.4722863733768463,
"eval_runtime": 42.9174,
"eval_samples_per_second": 60.442,
"eval_steps_per_second": 7.573,
"step": 2400
},
{
"epoch": 3.77,
"learning_rate": 0.00010571205007824727,
"loss": 0.0743,
"step": 2410
},
{
"epoch": 3.79,
"learning_rate": 0.00010532081377151801,
"loss": 0.1099,
"step": 2420
},
{
"epoch": 3.8,
"learning_rate": 0.00010492957746478873,
"loss": 0.1275,
"step": 2430
},
{
"epoch": 3.82,
"learning_rate": 0.00010453834115805947,
"loss": 0.0914,
"step": 2440
},
{
"epoch": 3.83,
"learning_rate": 0.00010414710485133022,
"loss": 0.1177,
"step": 2450
},
{
"epoch": 3.85,
"learning_rate": 0.00010375586854460096,
"loss": 0.1255,
"step": 2460
},
{
"epoch": 3.87,
"learning_rate": 0.00010336463223787167,
"loss": 0.1376,
"step": 2470
},
{
"epoch": 3.88,
"learning_rate": 0.00010297339593114241,
"loss": 0.1848,
"step": 2480
},
{
"epoch": 3.9,
"learning_rate": 0.00010258215962441315,
"loss": 0.0986,
"step": 2490
},
{
"epoch": 3.91,
"learning_rate": 0.0001021909233176839,
"loss": 0.1017,
"step": 2500
},
{
"epoch": 3.91,
"eval_accuracy": 0.8712413261372398,
"eval_loss": 0.5132078528404236,
"eval_runtime": 42.9886,
"eval_samples_per_second": 60.342,
"eval_steps_per_second": 7.56,
"step": 2500
},
{
"epoch": 3.93,
"learning_rate": 0.00010179968701095461,
"loss": 0.1514,
"step": 2510
},
{
"epoch": 3.94,
"learning_rate": 0.00010140845070422535,
"loss": 0.0884,
"step": 2520
},
{
"epoch": 3.96,
"learning_rate": 0.00010101721439749609,
"loss": 0.0894,
"step": 2530
},
{
"epoch": 3.97,
"learning_rate": 0.00010062597809076683,
"loss": 0.0964,
"step": 2540
},
{
"epoch": 3.99,
"learning_rate": 0.00010023474178403756,
"loss": 0.0851,
"step": 2550
},
{
"epoch": 4.01,
"learning_rate": 9.98435054773083e-05,
"loss": 0.078,
"step": 2560
},
{
"epoch": 4.02,
"learning_rate": 9.945226917057904e-05,
"loss": 0.0611,
"step": 2570
},
{
"epoch": 4.04,
"learning_rate": 9.906103286384976e-05,
"loss": 0.0721,
"step": 2580
},
{
"epoch": 4.05,
"learning_rate": 9.86697965571205e-05,
"loss": 0.0604,
"step": 2590
},
{
"epoch": 4.07,
"learning_rate": 9.827856025039124e-05,
"loss": 0.0351,
"step": 2600
},
{
"epoch": 4.07,
"eval_accuracy": 0.8727833461835004,
"eval_loss": 0.4709137976169586,
"eval_runtime": 43.1107,
"eval_samples_per_second": 60.171,
"eval_steps_per_second": 7.539,
"step": 2600
},
{
"epoch": 4.08,
"learning_rate": 9.788732394366198e-05,
"loss": 0.0262,
"step": 2610
},
{
"epoch": 4.1,
"learning_rate": 9.749608763693271e-05,
"loss": 0.0263,
"step": 2620
},
{
"epoch": 4.12,
"learning_rate": 9.710485133020345e-05,
"loss": 0.0201,
"step": 2630
},
{
"epoch": 4.13,
"learning_rate": 9.671361502347419e-05,
"loss": 0.0467,
"step": 2640
},
{
"epoch": 4.15,
"learning_rate": 9.632237871674493e-05,
"loss": 0.0635,
"step": 2650
},
{
"epoch": 4.16,
"learning_rate": 9.593114241001565e-05,
"loss": 0.0162,
"step": 2660
},
{
"epoch": 4.18,
"learning_rate": 9.553990610328639e-05,
"loss": 0.1138,
"step": 2670
},
{
"epoch": 4.19,
"learning_rate": 9.514866979655712e-05,
"loss": 0.0597,
"step": 2680
},
{
"epoch": 4.21,
"learning_rate": 9.475743348982786e-05,
"loss": 0.0349,
"step": 2690
},
{
"epoch": 4.23,
"learning_rate": 9.43661971830986e-05,
"loss": 0.0295,
"step": 2700
},
{
"epoch": 4.23,
"eval_accuracy": 0.8824209714726291,
"eval_loss": 0.4673934876918793,
"eval_runtime": 43.0785,
"eval_samples_per_second": 60.216,
"eval_steps_per_second": 7.544,
"step": 2700
},
{
"epoch": 4.24,
"learning_rate": 9.397496087636933e-05,
"loss": 0.0375,
"step": 2710
},
{
"epoch": 4.26,
"learning_rate": 9.358372456964006e-05,
"loss": 0.0238,
"step": 2720
},
{
"epoch": 4.27,
"learning_rate": 9.31924882629108e-05,
"loss": 0.0262,
"step": 2730
},
{
"epoch": 4.29,
"learning_rate": 9.280125195618154e-05,
"loss": 0.0507,
"step": 2740
},
{
"epoch": 4.3,
"learning_rate": 9.241001564945228e-05,
"loss": 0.0397,
"step": 2750
},
{
"epoch": 4.32,
"learning_rate": 9.2018779342723e-05,
"loss": 0.0486,
"step": 2760
},
{
"epoch": 4.33,
"learning_rate": 9.162754303599374e-05,
"loss": 0.0332,
"step": 2770
},
{
"epoch": 4.35,
"learning_rate": 9.123630672926447e-05,
"loss": 0.022,
"step": 2780
},
{
"epoch": 4.37,
"learning_rate": 9.084507042253522e-05,
"loss": 0.0735,
"step": 2790
},
{
"epoch": 4.38,
"learning_rate": 9.045383411580595e-05,
"loss": 0.0416,
"step": 2800
},
{
"epoch": 4.38,
"eval_accuracy": 0.8804934464148034,
"eval_loss": 0.4836331307888031,
"eval_runtime": 42.924,
"eval_samples_per_second": 60.432,
"eval_steps_per_second": 7.572,
"step": 2800
},
{
"epoch": 4.4,
"learning_rate": 9.006259780907669e-05,
"loss": 0.0188,
"step": 2810
},
{
"epoch": 4.41,
"learning_rate": 8.967136150234741e-05,
"loss": 0.0361,
"step": 2820
},
{
"epoch": 4.43,
"learning_rate": 8.928012519561815e-05,
"loss": 0.0655,
"step": 2830
},
{
"epoch": 4.44,
"learning_rate": 8.888888888888889e-05,
"loss": 0.097,
"step": 2840
},
{
"epoch": 4.46,
"learning_rate": 8.849765258215963e-05,
"loss": 0.1409,
"step": 2850
},
{
"epoch": 4.48,
"learning_rate": 8.810641627543036e-05,
"loss": 0.0353,
"step": 2860
},
{
"epoch": 4.49,
"learning_rate": 8.77151799687011e-05,
"loss": 0.036,
"step": 2870
},
{
"epoch": 4.51,
"learning_rate": 8.732394366197182e-05,
"loss": 0.0322,
"step": 2880
},
{
"epoch": 4.52,
"learning_rate": 8.693270735524258e-05,
"loss": 0.1002,
"step": 2890
},
{
"epoch": 4.54,
"learning_rate": 8.65414710485133e-05,
"loss": 0.0386,
"step": 2900
},
{
"epoch": 4.54,
"eval_accuracy": 0.8828064764841943,
"eval_loss": 0.466279000043869,
"eval_runtime": 43.3083,
"eval_samples_per_second": 59.896,
"eval_steps_per_second": 7.504,
"step": 2900
},
{
"epoch": 4.55,
"learning_rate": 8.615023474178404e-05,
"loss": 0.0219,
"step": 2910
},
{
"epoch": 4.57,
"learning_rate": 8.575899843505478e-05,
"loss": 0.0428,
"step": 2920
},
{
"epoch": 4.59,
"learning_rate": 8.536776212832551e-05,
"loss": 0.0941,
"step": 2930
},
{
"epoch": 4.6,
"learning_rate": 8.497652582159625e-05,
"loss": 0.061,
"step": 2940
},
{
"epoch": 4.62,
"learning_rate": 8.458528951486699e-05,
"loss": 0.0524,
"step": 2950
},
{
"epoch": 4.63,
"learning_rate": 8.419405320813773e-05,
"loss": 0.0961,
"step": 2960
},
{
"epoch": 4.65,
"learning_rate": 8.380281690140845e-05,
"loss": 0.0524,
"step": 2970
},
{
"epoch": 4.66,
"learning_rate": 8.341158059467919e-05,
"loss": 0.0604,
"step": 2980
},
{
"epoch": 4.68,
"learning_rate": 8.302034428794993e-05,
"loss": 0.0534,
"step": 2990
},
{
"epoch": 4.69,
"learning_rate": 8.262910798122067e-05,
"loss": 0.0392,
"step": 3000
},
{
"epoch": 4.69,
"eval_accuracy": 0.8989976869699307,
"eval_loss": 0.4003235101699829,
"eval_runtime": 43.2036,
"eval_samples_per_second": 60.041,
"eval_steps_per_second": 7.523,
"step": 3000
},
{
"epoch": 4.71,
"learning_rate": 8.22378716744914e-05,
"loss": 0.0273,
"step": 3010
},
{
"epoch": 4.73,
"learning_rate": 8.184663536776213e-05,
"loss": 0.0529,
"step": 3020
},
{
"epoch": 4.74,
"learning_rate": 8.145539906103286e-05,
"loss": 0.0726,
"step": 3030
},
{
"epoch": 4.76,
"learning_rate": 8.106416275430361e-05,
"loss": 0.0505,
"step": 3040
},
{
"epoch": 4.77,
"learning_rate": 8.067292644757434e-05,
"loss": 0.0778,
"step": 3050
},
{
"epoch": 4.79,
"learning_rate": 8.028169014084508e-05,
"loss": 0.0891,
"step": 3060
},
{
"epoch": 4.8,
"learning_rate": 7.98904538341158e-05,
"loss": 0.0264,
"step": 3070
},
{
"epoch": 4.82,
"learning_rate": 7.949921752738654e-05,
"loss": 0.0112,
"step": 3080
},
{
"epoch": 4.84,
"learning_rate": 7.910798122065728e-05,
"loss": 0.0163,
"step": 3090
},
{
"epoch": 4.85,
"learning_rate": 7.871674491392802e-05,
"loss": 0.0383,
"step": 3100
},
{
"epoch": 4.85,
"eval_accuracy": 0.894757131842714,
"eval_loss": 0.4187348186969757,
"eval_runtime": 43.069,
"eval_samples_per_second": 60.229,
"eval_steps_per_second": 7.546,
"step": 3100
},
{
"epoch": 4.87,
"learning_rate": 7.832550860719875e-05,
"loss": 0.0867,
"step": 3110
},
{
"epoch": 4.88,
"learning_rate": 7.793427230046949e-05,
"loss": 0.0649,
"step": 3120
},
{
"epoch": 4.9,
"learning_rate": 7.754303599374021e-05,
"loss": 0.0959,
"step": 3130
},
{
"epoch": 4.91,
"learning_rate": 7.715179968701097e-05,
"loss": 0.0634,
"step": 3140
},
{
"epoch": 4.93,
"learning_rate": 7.676056338028169e-05,
"loss": 0.0607,
"step": 3150
},
{
"epoch": 4.95,
"learning_rate": 7.636932707355243e-05,
"loss": 0.0246,
"step": 3160
},
{
"epoch": 4.96,
"learning_rate": 7.597809076682316e-05,
"loss": 0.0421,
"step": 3170
},
{
"epoch": 4.98,
"learning_rate": 7.55868544600939e-05,
"loss": 0.0324,
"step": 3180
},
{
"epoch": 4.99,
"learning_rate": 7.519561815336464e-05,
"loss": 0.0119,
"step": 3190
},
{
"epoch": 5.01,
"learning_rate": 7.480438184663538e-05,
"loss": 0.0624,
"step": 3200
},
{
"epoch": 5.01,
"eval_accuracy": 0.887432536622976,
"eval_loss": 0.44595664739608765,
"eval_runtime": 42.8626,
"eval_samples_per_second": 60.519,
"eval_steps_per_second": 7.582,
"step": 3200
},
{
"epoch": 5.02,
"learning_rate": 7.44131455399061e-05,
"loss": 0.0158,
"step": 3210
},
{
"epoch": 5.04,
"learning_rate": 7.402190923317684e-05,
"loss": 0.0264,
"step": 3220
},
{
"epoch": 5.05,
"learning_rate": 7.363067292644758e-05,
"loss": 0.0129,
"step": 3230
},
{
"epoch": 5.07,
"learning_rate": 7.323943661971832e-05,
"loss": 0.0153,
"step": 3240
},
{
"epoch": 5.09,
"learning_rate": 7.284820031298905e-05,
"loss": 0.0111,
"step": 3250
},
{
"epoch": 5.1,
"learning_rate": 7.245696400625979e-05,
"loss": 0.0179,
"step": 3260
},
{
"epoch": 5.12,
"learning_rate": 7.206572769953051e-05,
"loss": 0.0174,
"step": 3270
},
{
"epoch": 5.13,
"learning_rate": 7.167449139280125e-05,
"loss": 0.0396,
"step": 3280
},
{
"epoch": 5.15,
"learning_rate": 7.128325508607199e-05,
"loss": 0.0073,
"step": 3290
},
{
"epoch": 5.16,
"learning_rate": 7.089201877934273e-05,
"loss": 0.0188,
"step": 3300
},
{
"epoch": 5.16,
"eval_accuracy": 0.9028527370855821,
"eval_loss": 0.41694527864456177,
"eval_runtime": 42.4867,
"eval_samples_per_second": 61.054,
"eval_steps_per_second": 7.649,
"step": 3300
},
{
"epoch": 5.18,
"learning_rate": 7.050078247261346e-05,
"loss": 0.0048,
"step": 3310
},
{
"epoch": 5.2,
"learning_rate": 7.01095461658842e-05,
"loss": 0.006,
"step": 3320
},
{
"epoch": 5.21,
"learning_rate": 6.971830985915493e-05,
"loss": 0.018,
"step": 3330
},
{
"epoch": 5.23,
"learning_rate": 6.932707355242567e-05,
"loss": 0.0314,
"step": 3340
},
{
"epoch": 5.24,
"learning_rate": 6.89358372456964e-05,
"loss": 0.0113,
"step": 3350
},
{
"epoch": 5.26,
"learning_rate": 6.854460093896714e-05,
"loss": 0.0075,
"step": 3360
},
{
"epoch": 5.27,
"learning_rate": 6.815336463223787e-05,
"loss": 0.0148,
"step": 3370
},
{
"epoch": 5.29,
"learning_rate": 6.77621283255086e-05,
"loss": 0.0092,
"step": 3380
},
{
"epoch": 5.31,
"learning_rate": 6.737089201877934e-05,
"loss": 0.022,
"step": 3390
},
{
"epoch": 5.32,
"learning_rate": 6.697965571205008e-05,
"loss": 0.0174,
"step": 3400
},
{
"epoch": 5.32,
"eval_accuracy": 0.8951426368542791,
"eval_loss": 0.40977469086647034,
"eval_runtime": 42.8425,
"eval_samples_per_second": 60.547,
"eval_steps_per_second": 7.586,
"step": 3400
},
{
"epoch": 5.34,
"learning_rate": 6.658841940532081e-05,
"loss": 0.0054,
"step": 3410
},
{
"epoch": 5.35,
"learning_rate": 6.619718309859155e-05,
"loss": 0.0051,
"step": 3420
},
{
"epoch": 5.37,
"learning_rate": 6.580594679186229e-05,
"loss": 0.0316,
"step": 3430
},
{
"epoch": 5.38,
"learning_rate": 6.541471048513303e-05,
"loss": 0.0127,
"step": 3440
},
{
"epoch": 5.4,
"learning_rate": 6.502347417840375e-05,
"loss": 0.0085,
"step": 3450
},
{
"epoch": 5.41,
"learning_rate": 6.463223787167449e-05,
"loss": 0.0383,
"step": 3460
},
{
"epoch": 5.43,
"learning_rate": 6.424100156494522e-05,
"loss": 0.0075,
"step": 3470
},
{
"epoch": 5.45,
"learning_rate": 6.384976525821597e-05,
"loss": 0.0049,
"step": 3480
},
{
"epoch": 5.46,
"learning_rate": 6.345852895148671e-05,
"loss": 0.0259,
"step": 3490
},
{
"epoch": 5.48,
"learning_rate": 6.306729264475744e-05,
"loss": 0.0257,
"step": 3500
},
{
"epoch": 5.48,
"eval_accuracy": 0.8951426368542791,
"eval_loss": 0.4288833737373352,
"eval_runtime": 42.534,
"eval_samples_per_second": 60.987,
"eval_steps_per_second": 7.641,
"step": 3500
},
{
"epoch": 5.49,
"learning_rate": 6.267605633802818e-05,
"loss": 0.0194,
"step": 3510
},
{
"epoch": 5.51,
"learning_rate": 6.22848200312989e-05,
"loss": 0.0144,
"step": 3520
},
{
"epoch": 5.52,
"learning_rate": 6.189358372456964e-05,
"loss": 0.0128,
"step": 3530
},
{
"epoch": 5.54,
"learning_rate": 6.150234741784038e-05,
"loss": 0.0273,
"step": 3540
},
{
"epoch": 5.56,
"learning_rate": 6.111111111111112e-05,
"loss": 0.0447,
"step": 3550
},
{
"epoch": 5.57,
"learning_rate": 6.071987480438185e-05,
"loss": 0.0389,
"step": 3560
},
{
"epoch": 5.59,
"learning_rate": 6.032863849765259e-05,
"loss": 0.0288,
"step": 3570
},
{
"epoch": 5.6,
"learning_rate": 5.993740219092332e-05,
"loss": 0.0101,
"step": 3580
},
{
"epoch": 5.62,
"learning_rate": 5.954616588419406e-05,
"loss": 0.006,
"step": 3590
},
{
"epoch": 5.63,
"learning_rate": 5.915492957746479e-05,
"loss": 0.0123,
"step": 3600
},
{
"epoch": 5.63,
"eval_accuracy": 0.9028527370855821,
"eval_loss": 0.4294571876525879,
"eval_runtime": 42.3329,
"eval_samples_per_second": 61.276,
"eval_steps_per_second": 7.677,
"step": 3600
},
{
"epoch": 5.65,
"learning_rate": 5.876369327073553e-05,
"loss": 0.017,
"step": 3610
},
{
"epoch": 5.67,
"learning_rate": 5.837245696400626e-05,
"loss": 0.0132,
"step": 3620
},
{
"epoch": 5.68,
"learning_rate": 5.7981220657277e-05,
"loss": 0.0201,
"step": 3630
},
{
"epoch": 5.7,
"learning_rate": 5.7589984350547735e-05,
"loss": 0.0104,
"step": 3640
},
{
"epoch": 5.71,
"learning_rate": 5.7198748043818474e-05,
"loss": 0.0054,
"step": 3650
},
{
"epoch": 5.73,
"learning_rate": 5.68075117370892e-05,
"loss": 0.0137,
"step": 3660
},
{
"epoch": 5.74,
"learning_rate": 5.6416275430359946e-05,
"loss": 0.0038,
"step": 3670
},
{
"epoch": 5.76,
"learning_rate": 5.602503912363067e-05,
"loss": 0.0052,
"step": 3680
},
{
"epoch": 5.77,
"learning_rate": 5.563380281690141e-05,
"loss": 0.0142,
"step": 3690
},
{
"epoch": 5.79,
"learning_rate": 5.5242566510172144e-05,
"loss": 0.0052,
"step": 3700
},
{
"epoch": 5.79,
"eval_accuracy": 0.8993831919814957,
"eval_loss": 0.43951472640037537,
"eval_runtime": 42.973,
"eval_samples_per_second": 60.364,
"eval_steps_per_second": 7.563,
"step": 3700
},
{
"epoch": 5.81,
"learning_rate": 5.4851330203442884e-05,
"loss": 0.0176,
"step": 3710
},
{
"epoch": 5.82,
"learning_rate": 5.4460093896713616e-05,
"loss": 0.0226,
"step": 3720
},
{
"epoch": 5.84,
"learning_rate": 5.4068857589984356e-05,
"loss": 0.007,
"step": 3730
},
{
"epoch": 5.85,
"learning_rate": 5.367762128325509e-05,
"loss": 0.0444,
"step": 3740
},
{
"epoch": 5.87,
"learning_rate": 5.328638497652583e-05,
"loss": 0.0056,
"step": 3750
},
{
"epoch": 5.88,
"learning_rate": 5.2895148669796554e-05,
"loss": 0.0172,
"step": 3760
},
{
"epoch": 5.9,
"learning_rate": 5.25039123630673e-05,
"loss": 0.0235,
"step": 3770
},
{
"epoch": 5.92,
"learning_rate": 5.2112676056338026e-05,
"loss": 0.0065,
"step": 3780
},
{
"epoch": 5.93,
"learning_rate": 5.172143974960877e-05,
"loss": 0.0083,
"step": 3790
},
{
"epoch": 5.95,
"learning_rate": 5.13302034428795e-05,
"loss": 0.0081,
"step": 3800
},
{
"epoch": 5.95,
"eval_accuracy": 0.9082498072474943,
"eval_loss": 0.42170995473861694,
"eval_runtime": 43.0345,
"eval_samples_per_second": 60.277,
"eval_steps_per_second": 7.552,
"step": 3800
},
{
"epoch": 5.96,
"learning_rate": 5.093896713615024e-05,
"loss": 0.0071,
"step": 3810
},
{
"epoch": 5.98,
"learning_rate": 5.054773082942097e-05,
"loss": 0.031,
"step": 3820
},
{
"epoch": 5.99,
"learning_rate": 5.015649452269171e-05,
"loss": 0.0057,
"step": 3830
},
{
"epoch": 6.01,
"learning_rate": 4.976525821596245e-05,
"loss": 0.0051,
"step": 3840
},
{
"epoch": 6.03,
"learning_rate": 4.937402190923318e-05,
"loss": 0.0064,
"step": 3850
},
{
"epoch": 6.04,
"learning_rate": 4.8982785602503914e-05,
"loss": 0.0033,
"step": 3860
},
{
"epoch": 6.06,
"learning_rate": 4.8591549295774653e-05,
"loss": 0.0033,
"step": 3870
},
{
"epoch": 6.07,
"learning_rate": 4.8200312989045386e-05,
"loss": 0.0032,
"step": 3880
},
{
"epoch": 6.09,
"learning_rate": 4.7809076682316126e-05,
"loss": 0.0033,
"step": 3890
},
{
"epoch": 6.1,
"learning_rate": 4.741784037558686e-05,
"loss": 0.0032,
"step": 3900
},
{
"epoch": 6.1,
"eval_accuracy": 0.9055512721665382,
"eval_loss": 0.42163705825805664,
"eval_runtime": 43.2354,
"eval_samples_per_second": 59.997,
"eval_steps_per_second": 7.517,
"step": 3900
},
{
"epoch": 6.12,
"learning_rate": 4.702660406885759e-05,
"loss": 0.0035,
"step": 3910
},
{
"epoch": 6.13,
"learning_rate": 4.663536776212833e-05,
"loss": 0.0032,
"step": 3920
},
{
"epoch": 6.15,
"learning_rate": 4.624413145539906e-05,
"loss": 0.003,
"step": 3930
},
{
"epoch": 6.17,
"learning_rate": 4.58528951486698e-05,
"loss": 0.0031,
"step": 3940
},
{
"epoch": 6.18,
"learning_rate": 4.5461658841940535e-05,
"loss": 0.0029,
"step": 3950
},
{
"epoch": 6.2,
"learning_rate": 4.507042253521127e-05,
"loss": 0.0115,
"step": 3960
},
{
"epoch": 6.21,
"learning_rate": 4.467918622848201e-05,
"loss": 0.0037,
"step": 3970
},
{
"epoch": 6.23,
"learning_rate": 4.428794992175274e-05,
"loss": 0.0056,
"step": 3980
},
{
"epoch": 6.24,
"learning_rate": 4.389671361502348e-05,
"loss": 0.0027,
"step": 3990
},
{
"epoch": 6.26,
"learning_rate": 4.350547730829421e-05,
"loss": 0.0033,
"step": 4000
},
{
"epoch": 6.26,
"eval_accuracy": 0.9082498072474943,
"eval_loss": 0.4112599790096283,
"eval_runtime": 42.7966,
"eval_samples_per_second": 60.612,
"eval_steps_per_second": 7.594,
"step": 4000
},
{
"epoch": 6.28,
"learning_rate": 4.311424100156495e-05,
"loss": 0.0044,
"step": 4010
},
{
"epoch": 6.29,
"learning_rate": 4.2723004694835684e-05,
"loss": 0.0033,
"step": 4020
},
{
"epoch": 6.31,
"learning_rate": 4.2331768388106416e-05,
"loss": 0.0031,
"step": 4030
},
{
"epoch": 6.32,
"learning_rate": 4.1940532081377156e-05,
"loss": 0.0033,
"step": 4040
},
{
"epoch": 6.34,
"learning_rate": 4.154929577464789e-05,
"loss": 0.0048,
"step": 4050
},
{
"epoch": 6.35,
"learning_rate": 4.115805946791863e-05,
"loss": 0.003,
"step": 4060
},
{
"epoch": 6.37,
"learning_rate": 4.076682316118936e-05,
"loss": 0.0044,
"step": 4070
},
{
"epoch": 6.38,
"learning_rate": 4.037558685446009e-05,
"loss": 0.0037,
"step": 4080
},
{
"epoch": 6.4,
"learning_rate": 3.998435054773083e-05,
"loss": 0.0024,
"step": 4090
},
{
"epoch": 6.42,
"learning_rate": 3.9593114241001565e-05,
"loss": 0.0024,
"step": 4100
},
{
"epoch": 6.42,
"eval_accuracy": 0.9101773323053199,
"eval_loss": 0.40595710277557373,
"eval_runtime": 42.4804,
"eval_samples_per_second": 61.063,
"eval_steps_per_second": 7.651,
"step": 4100
},
{
"epoch": 6.43,
"learning_rate": 3.9201877934272305e-05,
"loss": 0.0027,
"step": 4110
},
{
"epoch": 6.45,
"learning_rate": 3.881064162754304e-05,
"loss": 0.0036,
"step": 4120
},
{
"epoch": 6.46,
"learning_rate": 3.841940532081377e-05,
"loss": 0.0029,
"step": 4130
},
{
"epoch": 6.48,
"learning_rate": 3.802816901408451e-05,
"loss": 0.0057,
"step": 4140
},
{
"epoch": 6.49,
"learning_rate": 3.763693270735524e-05,
"loss": 0.0033,
"step": 4150
},
{
"epoch": 6.51,
"learning_rate": 3.724569640062598e-05,
"loss": 0.003,
"step": 4160
},
{
"epoch": 6.53,
"learning_rate": 3.6854460093896714e-05,
"loss": 0.0028,
"step": 4170
},
{
"epoch": 6.54,
"learning_rate": 3.646322378716745e-05,
"loss": 0.0028,
"step": 4180
},
{
"epoch": 6.56,
"learning_rate": 3.6071987480438186e-05,
"loss": 0.0075,
"step": 4190
},
{
"epoch": 6.57,
"learning_rate": 3.568075117370892e-05,
"loss": 0.0022,
"step": 4200
},
{
"epoch": 6.57,
"eval_accuracy": 0.9090208172706246,
"eval_loss": 0.4067469835281372,
"eval_runtime": 42.6487,
"eval_samples_per_second": 60.823,
"eval_steps_per_second": 7.62,
"step": 4200
},
{
"epoch": 6.59,
"learning_rate": 3.528951486697966e-05,
"loss": 0.0046,
"step": 4210
},
{
"epoch": 6.6,
"learning_rate": 3.489827856025039e-05,
"loss": 0.0055,
"step": 4220
},
{
"epoch": 6.62,
"learning_rate": 3.450704225352113e-05,
"loss": 0.0026,
"step": 4230
},
{
"epoch": 6.64,
"learning_rate": 3.411580594679186e-05,
"loss": 0.0028,
"step": 4240
},
{
"epoch": 6.65,
"learning_rate": 3.3724569640062596e-05,
"loss": 0.005,
"step": 4250
},
{
"epoch": 6.67,
"learning_rate": 3.3333333333333335e-05,
"loss": 0.0028,
"step": 4260
},
{
"epoch": 6.68,
"learning_rate": 3.294209702660407e-05,
"loss": 0.0023,
"step": 4270
},
{
"epoch": 6.7,
"learning_rate": 3.255086071987481e-05,
"loss": 0.0026,
"step": 4280
},
{
"epoch": 6.71,
"learning_rate": 3.215962441314554e-05,
"loss": 0.0025,
"step": 4290
},
{
"epoch": 6.73,
"learning_rate": 3.176838810641627e-05,
"loss": 0.0031,
"step": 4300
},
{
"epoch": 6.73,
"eval_accuracy": 0.9113338473400154,
"eval_loss": 0.4005250632762909,
"eval_runtime": 43.1239,
"eval_samples_per_second": 60.152,
"eval_steps_per_second": 7.536,
"step": 4300
},
{
"epoch": 6.74,
"learning_rate": 3.137715179968701e-05,
"loss": 0.0027,
"step": 4310
},
{
"epoch": 6.76,
"learning_rate": 3.0985915492957744e-05,
"loss": 0.0024,
"step": 4320
},
{
"epoch": 6.78,
"learning_rate": 3.0594679186228484e-05,
"loss": 0.0031,
"step": 4330
},
{
"epoch": 6.79,
"learning_rate": 3.0203442879499216e-05,
"loss": 0.0109,
"step": 4340
},
{
"epoch": 6.81,
"learning_rate": 2.9812206572769952e-05,
"loss": 0.0032,
"step": 4350
},
{
"epoch": 6.82,
"learning_rate": 2.9420970266040692e-05,
"loss": 0.0027,
"step": 4360
},
{
"epoch": 6.84,
"learning_rate": 2.9029733959311428e-05,
"loss": 0.0033,
"step": 4370
},
{
"epoch": 6.85,
"learning_rate": 2.8638497652582164e-05,
"loss": 0.0044,
"step": 4380
},
{
"epoch": 6.87,
"learning_rate": 2.82472613458529e-05,
"loss": 0.0029,
"step": 4390
},
{
"epoch": 6.89,
"learning_rate": 2.7856025039123636e-05,
"loss": 0.0021,
"step": 4400
},
{
"epoch": 6.89,
"eval_accuracy": 0.912875867386276,
"eval_loss": 0.40083467960357666,
"eval_runtime": 43.0173,
"eval_samples_per_second": 60.301,
"eval_steps_per_second": 7.555,
"step": 4400
},
{
"epoch": 6.9,
"learning_rate": 2.746478873239437e-05,
"loss": 0.0021,
"step": 4410
},
{
"epoch": 6.92,
"learning_rate": 2.7073552425665105e-05,
"loss": 0.0031,
"step": 4420
},
{
"epoch": 6.93,
"learning_rate": 2.668231611893584e-05,
"loss": 0.0023,
"step": 4430
},
{
"epoch": 6.95,
"learning_rate": 2.6291079812206577e-05,
"loss": 0.0032,
"step": 4440
},
{
"epoch": 6.96,
"learning_rate": 2.5899843505477313e-05,
"loss": 0.0339,
"step": 4450
},
{
"epoch": 6.98,
"learning_rate": 2.5508607198748045e-05,
"loss": 0.0025,
"step": 4460
},
{
"epoch": 7.0,
"learning_rate": 2.511737089201878e-05,
"loss": 0.0057,
"step": 4470
},
{
"epoch": 7.01,
"learning_rate": 2.4726134585289514e-05,
"loss": 0.0029,
"step": 4480
},
{
"epoch": 7.03,
"learning_rate": 2.433489827856025e-05,
"loss": 0.0019,
"step": 4490
},
{
"epoch": 7.04,
"learning_rate": 2.3943661971830986e-05,
"loss": 0.0021,
"step": 4500
},
{
"epoch": 7.04,
"eval_accuracy": 0.9113338473400154,
"eval_loss": 0.3966985046863556,
"eval_runtime": 43.1598,
"eval_samples_per_second": 60.102,
"eval_steps_per_second": 7.53,
"step": 4500
},
{
"epoch": 7.06,
"learning_rate": 2.3552425665101726e-05,
"loss": 0.0034,
"step": 4510
},
{
"epoch": 7.07,
"learning_rate": 2.3161189358372458e-05,
"loss": 0.0023,
"step": 4520
},
{
"epoch": 7.09,
"learning_rate": 2.2769953051643194e-05,
"loss": 0.0025,
"step": 4530
},
{
"epoch": 7.1,
"learning_rate": 2.237871674491393e-05,
"loss": 0.0021,
"step": 4540
},
{
"epoch": 7.12,
"learning_rate": 2.1987480438184666e-05,
"loss": 0.0025,
"step": 4550
},
{
"epoch": 7.14,
"learning_rate": 2.1596244131455402e-05,
"loss": 0.0025,
"step": 4560
},
{
"epoch": 7.15,
"learning_rate": 2.1205007824726135e-05,
"loss": 0.0025,
"step": 4570
},
{
"epoch": 7.17,
"learning_rate": 2.081377151799687e-05,
"loss": 0.0023,
"step": 4580
},
{
"epoch": 7.18,
"learning_rate": 2.0422535211267607e-05,
"loss": 0.0023,
"step": 4590
},
{
"epoch": 7.2,
"learning_rate": 2.0031298904538343e-05,
"loss": 0.0043,
"step": 4600
},
{
"epoch": 7.2,
"eval_accuracy": 0.9121048573631457,
"eval_loss": 0.3959566652774811,
"eval_runtime": 43.6577,
"eval_samples_per_second": 59.417,
"eval_steps_per_second": 7.444,
"step": 4600
},
{
"epoch": 7.21,
"learning_rate": 1.964006259780908e-05,
"loss": 0.0021,
"step": 4610
},
{
"epoch": 7.23,
"learning_rate": 1.9248826291079812e-05,
"loss": 0.0024,
"step": 4620
},
{
"epoch": 7.25,
"learning_rate": 1.8857589984350548e-05,
"loss": 0.0023,
"step": 4630
},
{
"epoch": 7.26,
"learning_rate": 1.8466353677621284e-05,
"loss": 0.0019,
"step": 4640
},
{
"epoch": 7.28,
"learning_rate": 1.807511737089202e-05,
"loss": 0.002,
"step": 4650
},
{
"epoch": 7.29,
"learning_rate": 1.7683881064162756e-05,
"loss": 0.0023,
"step": 4660
},
{
"epoch": 7.31,
"learning_rate": 1.7292644757433492e-05,
"loss": 0.0022,
"step": 4670
},
{
"epoch": 7.32,
"learning_rate": 1.6901408450704224e-05,
"loss": 0.0021,
"step": 4680
},
{
"epoch": 7.34,
"learning_rate": 1.651017214397496e-05,
"loss": 0.0021,
"step": 4690
},
{
"epoch": 7.36,
"learning_rate": 1.6118935837245697e-05,
"loss": 0.0022,
"step": 4700
},
{
"epoch": 7.36,
"eval_accuracy": 0.9124903623747108,
"eval_loss": 0.3962063193321228,
"eval_runtime": 43.4452,
"eval_samples_per_second": 59.707,
"eval_steps_per_second": 7.481,
"step": 4700
},
{
"epoch": 7.37,
"learning_rate": 1.5727699530516433e-05,
"loss": 0.0023,
"step": 4710
},
{
"epoch": 7.39,
"learning_rate": 1.533646322378717e-05,
"loss": 0.0028,
"step": 4720
},
{
"epoch": 7.4,
"learning_rate": 1.4945226917057903e-05,
"loss": 0.0022,
"step": 4730
},
{
"epoch": 7.42,
"learning_rate": 1.4553990610328639e-05,
"loss": 0.0023,
"step": 4740
},
{
"epoch": 7.43,
"learning_rate": 1.4162754303599373e-05,
"loss": 0.0025,
"step": 4750
},
{
"epoch": 7.45,
"learning_rate": 1.377151799687011e-05,
"loss": 0.013,
"step": 4760
},
{
"epoch": 7.46,
"learning_rate": 1.3380281690140845e-05,
"loss": 0.0021,
"step": 4770
},
{
"epoch": 7.48,
"learning_rate": 1.298904538341158e-05,
"loss": 0.0023,
"step": 4780
},
{
"epoch": 7.5,
"learning_rate": 1.2597809076682316e-05,
"loss": 0.0027,
"step": 4790
},
{
"epoch": 7.51,
"learning_rate": 1.2206572769953052e-05,
"loss": 0.0021,
"step": 4800
},
{
"epoch": 7.51,
"eval_accuracy": 0.9121048573631457,
"eval_loss": 0.39916661381721497,
"eval_runtime": 43.2453,
"eval_samples_per_second": 59.983,
"eval_steps_per_second": 7.515,
"step": 4800
},
{
"epoch": 7.53,
"learning_rate": 1.1815336463223788e-05,
"loss": 0.0021,
"step": 4810
},
{
"epoch": 7.54,
"learning_rate": 1.1424100156494522e-05,
"loss": 0.002,
"step": 4820
},
{
"epoch": 7.56,
"learning_rate": 1.1032863849765258e-05,
"loss": 0.0019,
"step": 4830
},
{
"epoch": 7.57,
"learning_rate": 1.0641627543035994e-05,
"loss": 0.0025,
"step": 4840
},
{
"epoch": 7.59,
"learning_rate": 1.0250391236306729e-05,
"loss": 0.0023,
"step": 4850
},
{
"epoch": 7.61,
"learning_rate": 9.859154929577465e-06,
"loss": 0.0022,
"step": 4860
},
{
"epoch": 7.62,
"learning_rate": 9.4679186228482e-06,
"loss": 0.0108,
"step": 4870
},
{
"epoch": 7.64,
"learning_rate": 9.076682316118937e-06,
"loss": 0.0021,
"step": 4880
},
{
"epoch": 7.65,
"learning_rate": 8.685446009389673e-06,
"loss": 0.0023,
"step": 4890
},
{
"epoch": 7.67,
"learning_rate": 8.294209702660407e-06,
"loss": 0.002,
"step": 4900
},
{
"epoch": 7.67,
"eval_accuracy": 0.912875867386276,
"eval_loss": 0.39511793851852417,
"eval_runtime": 43.4397,
"eval_samples_per_second": 59.715,
"eval_steps_per_second": 7.482,
"step": 4900
},
{
"epoch": 7.68,
"learning_rate": 7.902973395931143e-06,
"loss": 0.0024,
"step": 4910
},
{
"epoch": 7.7,
"learning_rate": 7.511737089201878e-06,
"loss": 0.0021,
"step": 4920
},
{
"epoch": 7.72,
"learning_rate": 7.120500782472614e-06,
"loss": 0.0019,
"step": 4930
},
{
"epoch": 7.73,
"learning_rate": 6.7292644757433494e-06,
"loss": 0.0022,
"step": 4940
},
{
"epoch": 7.75,
"learning_rate": 6.338028169014085e-06,
"loss": 0.0023,
"step": 4950
},
{
"epoch": 7.76,
"learning_rate": 5.94679186228482e-06,
"loss": 0.002,
"step": 4960
},
{
"epoch": 7.78,
"learning_rate": 5.555555555555556e-06,
"loss": 0.0017,
"step": 4970
},
{
"epoch": 7.79,
"learning_rate": 5.164319248826292e-06,
"loss": 0.0024,
"step": 4980
},
{
"epoch": 7.81,
"learning_rate": 4.773082942097027e-06,
"loss": 0.0024,
"step": 4990
},
{
"epoch": 7.82,
"learning_rate": 4.381846635367762e-06,
"loss": 0.0023,
"step": 5000
},
{
"epoch": 7.82,
"eval_accuracy": 0.9124903623747108,
"eval_loss": 0.3951539695262909,
"eval_runtime": 42.332,
"eval_samples_per_second": 61.278,
"eval_steps_per_second": 7.677,
"step": 5000
},
{
"epoch": 7.84,
"learning_rate": 3.990610328638498e-06,
"loss": 0.0021,
"step": 5010
},
{
"epoch": 7.86,
"learning_rate": 3.5993740219092334e-06,
"loss": 0.0025,
"step": 5020
},
{
"epoch": 7.87,
"learning_rate": 3.2081377151799686e-06,
"loss": 0.0029,
"step": 5030
},
{
"epoch": 7.89,
"learning_rate": 2.8169014084507042e-06,
"loss": 0.0024,
"step": 5040
},
{
"epoch": 7.9,
"learning_rate": 2.42566510172144e-06,
"loss": 0.0019,
"step": 5050
},
{
"epoch": 7.92,
"learning_rate": 2.0344287949921754e-06,
"loss": 0.0022,
"step": 5060
},
{
"epoch": 7.93,
"learning_rate": 1.643192488262911e-06,
"loss": 0.0025,
"step": 5070
},
{
"epoch": 7.95,
"learning_rate": 1.2519561815336464e-06,
"loss": 0.0018,
"step": 5080
},
{
"epoch": 7.97,
"learning_rate": 8.607198748043818e-07,
"loss": 0.0017,
"step": 5090
},
{
"epoch": 7.98,
"learning_rate": 4.694835680751174e-07,
"loss": 0.0021,
"step": 5100
},
{
"epoch": 7.98,
"eval_accuracy": 0.912875867386276,
"eval_loss": 0.39521878957748413,
"eval_runtime": 43.0806,
"eval_samples_per_second": 60.213,
"eval_steps_per_second": 7.544,
"step": 5100
},
{
"epoch": 8.0,
"learning_rate": 7.82472613458529e-08,
"loss": 0.0026,
"step": 5110
},
{
"epoch": 8.0,
"step": 5112,
"total_flos": 6.337884979995771e+18,
"train_loss": 0.4943873079753071,
"train_runtime": 5596.588,
"train_samples_per_second": 14.595,
"train_steps_per_second": 0.913
}
],
"max_steps": 5112,
"num_train_epochs": 8,
"total_flos": 6.337884979995771e+18,
"trial_name": null,
"trial_params": null
}