full_review / trainer_state.json
sumuks's picture
Training in progress, step 500
3f4d53f verified
raw
history blame
63.6 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 600,
"global_step": 3537,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.008481764206955046,
"grad_norm": 0.9741957783699036,
"learning_rate": 1.4124293785310734e-06,
"loss": 2.0351,
"step": 10
},
{
"epoch": 0.016963528413910092,
"grad_norm": 0.6763953566551208,
"learning_rate": 2.824858757062147e-06,
"loss": 1.9766,
"step": 20
},
{
"epoch": 0.02544529262086514,
"grad_norm": 0.354457825422287,
"learning_rate": 4.23728813559322e-06,
"loss": 1.951,
"step": 30
},
{
"epoch": 0.033927056827820185,
"grad_norm": 0.31893497705459595,
"learning_rate": 5.649717514124294e-06,
"loss": 1.8941,
"step": 40
},
{
"epoch": 0.04240882103477523,
"grad_norm": 0.22654543817043304,
"learning_rate": 7.062146892655368e-06,
"loss": 1.8506,
"step": 50
},
{
"epoch": 0.05089058524173028,
"grad_norm": 0.2076452225446701,
"learning_rate": 8.47457627118644e-06,
"loss": 1.8052,
"step": 60
},
{
"epoch": 0.05937234944868533,
"grad_norm": 0.1928279548883438,
"learning_rate": 9.887005649717516e-06,
"loss": 1.8038,
"step": 70
},
{
"epoch": 0.06785411365564037,
"grad_norm": 0.18840375542640686,
"learning_rate": 1.1299435028248587e-05,
"loss": 1.7649,
"step": 80
},
{
"epoch": 0.07633587786259542,
"grad_norm": 0.19931818544864655,
"learning_rate": 1.2711864406779661e-05,
"loss": 1.7458,
"step": 90
},
{
"epoch": 0.08481764206955046,
"grad_norm": 0.20297980308532715,
"learning_rate": 1.4124293785310736e-05,
"loss": 1.75,
"step": 100
},
{
"epoch": 0.09329940627650551,
"grad_norm": 0.18958595395088196,
"learning_rate": 1.553672316384181e-05,
"loss": 1.7462,
"step": 110
},
{
"epoch": 0.10178117048346055,
"grad_norm": 0.20559008419513702,
"learning_rate": 1.694915254237288e-05,
"loss": 1.7414,
"step": 120
},
{
"epoch": 0.1102629346904156,
"grad_norm": 0.20397105813026428,
"learning_rate": 1.8361581920903956e-05,
"loss": 1.7446,
"step": 130
},
{
"epoch": 0.11874469889737066,
"grad_norm": 0.20660234987735748,
"learning_rate": 1.977401129943503e-05,
"loss": 1.7285,
"step": 140
},
{
"epoch": 0.1272264631043257,
"grad_norm": 0.2024795413017273,
"learning_rate": 2.1186440677966103e-05,
"loss": 1.7406,
"step": 150
},
{
"epoch": 0.13570822731128074,
"grad_norm": 0.20553280413150787,
"learning_rate": 2.2598870056497175e-05,
"loss": 1.7338,
"step": 160
},
{
"epoch": 0.1441899915182358,
"grad_norm": 0.2002541571855545,
"learning_rate": 2.401129943502825e-05,
"loss": 1.7048,
"step": 170
},
{
"epoch": 0.15267175572519084,
"grad_norm": 0.19995799660682678,
"learning_rate": 2.5423728813559322e-05,
"loss": 1.729,
"step": 180
},
{
"epoch": 0.16115351993214588,
"grad_norm": 0.19061961770057678,
"learning_rate": 2.68361581920904e-05,
"loss": 1.7157,
"step": 190
},
{
"epoch": 0.16963528413910092,
"grad_norm": 0.20361429452896118,
"learning_rate": 2.8248587570621472e-05,
"loss": 1.7065,
"step": 200
},
{
"epoch": 0.178117048346056,
"grad_norm": 0.19405007362365723,
"learning_rate": 2.9661016949152544e-05,
"loss": 1.7147,
"step": 210
},
{
"epoch": 0.18659881255301103,
"grad_norm": 0.21106290817260742,
"learning_rate": 3.107344632768362e-05,
"loss": 1.7245,
"step": 220
},
{
"epoch": 0.19508057675996607,
"grad_norm": 0.19132505357265472,
"learning_rate": 3.2485875706214694e-05,
"loss": 1.7045,
"step": 230
},
{
"epoch": 0.2035623409669211,
"grad_norm": 0.19091880321502686,
"learning_rate": 3.389830508474576e-05,
"loss": 1.6859,
"step": 240
},
{
"epoch": 0.21204410517387617,
"grad_norm": 0.19968806207180023,
"learning_rate": 3.531073446327684e-05,
"loss": 1.7053,
"step": 250
},
{
"epoch": 0.2205258693808312,
"grad_norm": 0.18798886239528656,
"learning_rate": 3.672316384180791e-05,
"loss": 1.6977,
"step": 260
},
{
"epoch": 0.22900763358778625,
"grad_norm": 0.18123075366020203,
"learning_rate": 3.813559322033898e-05,
"loss": 1.7306,
"step": 270
},
{
"epoch": 0.23748939779474132,
"grad_norm": 0.18372726440429688,
"learning_rate": 3.954802259887006e-05,
"loss": 1.688,
"step": 280
},
{
"epoch": 0.24597116200169636,
"grad_norm": 0.18568727374076843,
"learning_rate": 4.096045197740113e-05,
"loss": 1.6959,
"step": 290
},
{
"epoch": 0.2544529262086514,
"grad_norm": 0.18453723192214966,
"learning_rate": 4.2372881355932206e-05,
"loss": 1.7084,
"step": 300
},
{
"epoch": 0.26293469041560646,
"grad_norm": 0.1792721152305603,
"learning_rate": 4.378531073446328e-05,
"loss": 1.6758,
"step": 310
},
{
"epoch": 0.2714164546225615,
"grad_norm": 0.17322257161140442,
"learning_rate": 4.519774011299435e-05,
"loss": 1.7053,
"step": 320
},
{
"epoch": 0.27989821882951654,
"grad_norm": 0.18389643728733063,
"learning_rate": 4.6610169491525425e-05,
"loss": 1.7106,
"step": 330
},
{
"epoch": 0.2883799830364716,
"grad_norm": 0.18507392704486847,
"learning_rate": 4.80225988700565e-05,
"loss": 1.6952,
"step": 340
},
{
"epoch": 0.2968617472434266,
"grad_norm": 0.16895641386508942,
"learning_rate": 4.9435028248587575e-05,
"loss": 1.7141,
"step": 350
},
{
"epoch": 0.3053435114503817,
"grad_norm": 0.1711965948343277,
"learning_rate": 4.999956163314189e-05,
"loss": 1.6916,
"step": 360
},
{
"epoch": 0.3138252756573367,
"grad_norm": 0.1739186942577362,
"learning_rate": 4.9996882780236966e-05,
"loss": 1.6689,
"step": 370
},
{
"epoch": 0.32230703986429177,
"grad_norm": 0.17199921607971191,
"learning_rate": 4.99917688722129e-05,
"loss": 1.6957,
"step": 380
},
{
"epoch": 0.33078880407124683,
"grad_norm": 0.1741172820329666,
"learning_rate": 4.9984220407237743e-05,
"loss": 1.6925,
"step": 390
},
{
"epoch": 0.33927056827820185,
"grad_norm": 0.16634291410446167,
"learning_rate": 4.997423812064029e-05,
"loss": 1.7053,
"step": 400
},
{
"epoch": 0.3477523324851569,
"grad_norm": 0.16902585327625275,
"learning_rate": 4.996182298483854e-05,
"loss": 1.6835,
"step": 410
},
{
"epoch": 0.356234096692112,
"grad_norm": 0.16757601499557495,
"learning_rate": 4.9946976209244876e-05,
"loss": 1.6833,
"step": 420
},
{
"epoch": 0.364715860899067,
"grad_norm": 0.1582445502281189,
"learning_rate": 4.992969924014831e-05,
"loss": 1.6965,
"step": 430
},
{
"epoch": 0.37319762510602206,
"grad_norm": 0.1670326590538025,
"learning_rate": 4.990999376057358e-05,
"loss": 1.6797,
"step": 440
},
{
"epoch": 0.3816793893129771,
"grad_norm": 0.16612491011619568,
"learning_rate": 4.98878616901172e-05,
"loss": 1.7047,
"step": 450
},
{
"epoch": 0.39016115351993214,
"grad_norm": 0.16573746502399445,
"learning_rate": 4.986330518476046e-05,
"loss": 1.6825,
"step": 460
},
{
"epoch": 0.3986429177268872,
"grad_norm": 0.1650175005197525,
"learning_rate": 4.983632663665937e-05,
"loss": 1.6983,
"step": 470
},
{
"epoch": 0.4071246819338422,
"grad_norm": 0.16499648988246918,
"learning_rate": 4.980692867391172e-05,
"loss": 1.6838,
"step": 480
},
{
"epoch": 0.4156064461407973,
"grad_norm": 0.15969328582286835,
"learning_rate": 4.9775114160300974e-05,
"loss": 1.6812,
"step": 490
},
{
"epoch": 0.42408821034775235,
"grad_norm": 0.15962941944599152,
"learning_rate": 4.974088619501733e-05,
"loss": 1.6934,
"step": 500
},
{
"epoch": 0.43256997455470736,
"grad_norm": 0.1593630164861679,
"learning_rate": 4.970424811235582e-05,
"loss": 1.7084,
"step": 510
},
{
"epoch": 0.4410517387616624,
"grad_norm": 0.1627817004919052,
"learning_rate": 4.966520348139149e-05,
"loss": 1.6919,
"step": 520
},
{
"epoch": 0.4495335029686175,
"grad_norm": 0.16287963092327118,
"learning_rate": 4.9623756105631755e-05,
"loss": 1.6909,
"step": 530
},
{
"epoch": 0.4580152671755725,
"grad_norm": 0.15781639516353607,
"learning_rate": 4.9579910022645816e-05,
"loss": 1.6863,
"step": 540
},
{
"epoch": 0.46649703138252757,
"grad_norm": 0.1625601351261139,
"learning_rate": 4.9533669503671417e-05,
"loss": 1.6877,
"step": 550
},
{
"epoch": 0.47497879558948264,
"grad_norm": 0.1634383201599121,
"learning_rate": 4.94850390531987e-05,
"loss": 1.6949,
"step": 560
},
{
"epoch": 0.48346055979643765,
"grad_norm": 0.1620015949010849,
"learning_rate": 4.943402340853146e-05,
"loss": 1.6817,
"step": 570
},
{
"epoch": 0.4919423240033927,
"grad_norm": 0.16449208557605743,
"learning_rate": 4.938062753932562e-05,
"loss": 1.6908,
"step": 580
},
{
"epoch": 0.5004240882103478,
"grad_norm": 0.1599043905735016,
"learning_rate": 4.9324856647105144e-05,
"loss": 1.685,
"step": 590
},
{
"epoch": 0.5089058524173028,
"grad_norm": 0.1632467657327652,
"learning_rate": 4.9266716164755305e-05,
"loss": 1.6658,
"step": 600
},
{
"epoch": 0.5089058524173028,
"eval_loss": 1.6607000827789307,
"eval_runtime": 8.4197,
"eval_samples_per_second": 45.251,
"eval_steps_per_second": 11.402,
"step": 600
},
{
"epoch": 0.5173876166242578,
"grad_norm": 0.1606842428445816,
"learning_rate": 4.920621175599348e-05,
"loss": 1.6953,
"step": 610
},
{
"epoch": 0.5258693808312129,
"grad_norm": 0.16536976397037506,
"learning_rate": 4.9143349314817394e-05,
"loss": 1.6882,
"step": 620
},
{
"epoch": 0.5343511450381679,
"grad_norm": 0.16298532485961914,
"learning_rate": 4.9078134964930975e-05,
"loss": 1.696,
"step": 630
},
{
"epoch": 0.542832909245123,
"grad_norm": 0.15745271742343903,
"learning_rate": 4.90105750591478e-05,
"loss": 1.6657,
"step": 640
},
{
"epoch": 0.5513146734520781,
"grad_norm": 0.1618964523077011,
"learning_rate": 4.894067617877227e-05,
"loss": 1.6583,
"step": 650
},
{
"epoch": 0.5597964376590331,
"grad_norm": 0.17704178392887115,
"learning_rate": 4.886844513295846e-05,
"loss": 1.6808,
"step": 660
},
{
"epoch": 0.5682782018659881,
"grad_norm": 0.1587689071893692,
"learning_rate": 4.8793888958046855e-05,
"loss": 1.6988,
"step": 670
},
{
"epoch": 0.5767599660729432,
"grad_norm": 0.15959058701992035,
"learning_rate": 4.871701491687884e-05,
"loss": 1.6782,
"step": 680
},
{
"epoch": 0.5852417302798982,
"grad_norm": 0.16397462785243988,
"learning_rate": 4.863783049808929e-05,
"loss": 1.6755,
"step": 690
},
{
"epoch": 0.5937234944868532,
"grad_norm": 0.15620797872543335,
"learning_rate": 4.855634341537697e-05,
"loss": 1.6832,
"step": 700
},
{
"epoch": 0.6022052586938084,
"grad_norm": 0.16528008878231049,
"learning_rate": 4.847256160675319e-05,
"loss": 1.6524,
"step": 710
},
{
"epoch": 0.6106870229007634,
"grad_norm": 0.15817534923553467,
"learning_rate": 4.8386493233768465e-05,
"loss": 1.6641,
"step": 720
},
{
"epoch": 0.6191687871077184,
"grad_norm": 0.16023534536361694,
"learning_rate": 4.829814668071752e-05,
"loss": 1.6616,
"step": 730
},
{
"epoch": 0.6276505513146734,
"grad_norm": 0.15581044554710388,
"learning_rate": 4.820753055382253e-05,
"loss": 1.7041,
"step": 740
},
{
"epoch": 0.6361323155216285,
"grad_norm": 0.15969929099082947,
"learning_rate": 4.811465368039467e-05,
"loss": 1.6773,
"step": 750
},
{
"epoch": 0.6446140797285835,
"grad_norm": 0.16355305910110474,
"learning_rate": 4.801952510797433e-05,
"loss": 1.6619,
"step": 760
},
{
"epoch": 0.6530958439355385,
"grad_norm": 0.1603214144706726,
"learning_rate": 4.792215410344968e-05,
"loss": 1.6967,
"step": 770
},
{
"epoch": 0.6615776081424937,
"grad_norm": 0.16001801192760468,
"learning_rate": 4.7822550152153946e-05,
"loss": 1.657,
"step": 780
},
{
"epoch": 0.6700593723494487,
"grad_norm": 0.16406036913394928,
"learning_rate": 4.7720722956941434e-05,
"loss": 1.6645,
"step": 790
},
{
"epoch": 0.6785411365564037,
"grad_norm": 0.16242410242557526,
"learning_rate": 4.7616682437242295e-05,
"loss": 1.6618,
"step": 800
},
{
"epoch": 0.6870229007633588,
"grad_norm": 0.16283248364925385,
"learning_rate": 4.751043872809626e-05,
"loss": 1.6689,
"step": 810
},
{
"epoch": 0.6955046649703138,
"grad_norm": 0.16198423504829407,
"learning_rate": 4.740200217916534e-05,
"loss": 1.6751,
"step": 820
},
{
"epoch": 0.7039864291772688,
"grad_norm": 0.15994125604629517,
"learning_rate": 4.729138335372558e-05,
"loss": 1.6549,
"step": 830
},
{
"epoch": 0.712468193384224,
"grad_norm": 0.1621062308549881,
"learning_rate": 4.717859302763812e-05,
"loss": 1.6528,
"step": 840
},
{
"epoch": 0.720949957591179,
"grad_norm": 0.16383197903633118,
"learning_rate": 4.7063642188299384e-05,
"loss": 1.6689,
"step": 850
},
{
"epoch": 0.729431721798134,
"grad_norm": 0.16420704126358032,
"learning_rate": 4.694654203357082e-05,
"loss": 1.696,
"step": 860
},
{
"epoch": 0.7379134860050891,
"grad_norm": 0.16626745462417603,
"learning_rate": 4.682730397068803e-05,
"loss": 1.6834,
"step": 870
},
{
"epoch": 0.7463952502120441,
"grad_norm": 0.16311106085777283,
"learning_rate": 4.670593961514955e-05,
"loss": 1.653,
"step": 880
},
{
"epoch": 0.7548770144189991,
"grad_norm": 0.15614666044712067,
"learning_rate": 4.658246078958534e-05,
"loss": 1.6716,
"step": 890
},
{
"epoch": 0.7633587786259542,
"grad_norm": 0.16057974100112915,
"learning_rate": 4.645687952260508e-05,
"loss": 1.6456,
"step": 900
},
{
"epoch": 0.7718405428329093,
"grad_norm": 0.15990586578845978,
"learning_rate": 4.6329208047626425e-05,
"loss": 1.6783,
"step": 910
},
{
"epoch": 0.7803223070398643,
"grad_norm": 0.15808311104774475,
"learning_rate": 4.619945880168329e-05,
"loss": 1.6748,
"step": 920
},
{
"epoch": 0.7888040712468194,
"grad_norm": 0.16143541038036346,
"learning_rate": 4.6067644424214286e-05,
"loss": 1.6767,
"step": 930
},
{
"epoch": 0.7972858354537744,
"grad_norm": 0.16702161729335785,
"learning_rate": 4.5933777755831474e-05,
"loss": 1.6971,
"step": 940
},
{
"epoch": 0.8057675996607294,
"grad_norm": 0.15487882494926453,
"learning_rate": 4.579787183706952e-05,
"loss": 1.6897,
"step": 950
},
{
"epoch": 0.8142493638676844,
"grad_norm": 0.16486485302448273,
"learning_rate": 4.565993990711531e-05,
"loss": 1.6722,
"step": 960
},
{
"epoch": 0.8227311280746396,
"grad_norm": 0.16009177267551422,
"learning_rate": 4.551999540251834e-05,
"loss": 1.6464,
"step": 970
},
{
"epoch": 0.8312128922815946,
"grad_norm": 0.1609630137681961,
"learning_rate": 4.537805195588172e-05,
"loss": 1.6734,
"step": 980
},
{
"epoch": 0.8396946564885496,
"grad_norm": 0.16222642362117767,
"learning_rate": 4.523412339453422e-05,
"loss": 1.6824,
"step": 990
},
{
"epoch": 0.8481764206955047,
"grad_norm": 0.16156989336013794,
"learning_rate": 4.508822373918328e-05,
"loss": 1.6659,
"step": 1000
},
{
"epoch": 0.8566581849024597,
"grad_norm": 0.16236943006515503,
"learning_rate": 4.494036720254915e-05,
"loss": 1.6707,
"step": 1010
},
{
"epoch": 0.8651399491094147,
"grad_norm": 0.163671612739563,
"learning_rate": 4.479056818798044e-05,
"loss": 1.6561,
"step": 1020
},
{
"epoch": 0.8736217133163698,
"grad_norm": 0.16348202526569366,
"learning_rate": 4.463884128805097e-05,
"loss": 1.6344,
"step": 1030
},
{
"epoch": 0.8821034775233249,
"grad_norm": 0.16194137930870056,
"learning_rate": 4.448520128313826e-05,
"loss": 1.6583,
"step": 1040
},
{
"epoch": 0.8905852417302799,
"grad_norm": 0.16495518386363983,
"learning_rate": 4.432966313998371e-05,
"loss": 1.6674,
"step": 1050
},
{
"epoch": 0.899067005937235,
"grad_norm": 0.15918731689453125,
"learning_rate": 4.4172242010234643e-05,
"loss": 1.6522,
"step": 1060
},
{
"epoch": 0.90754877014419,
"grad_norm": 0.16680502891540527,
"learning_rate": 4.401295322896827e-05,
"loss": 1.6563,
"step": 1070
},
{
"epoch": 0.916030534351145,
"grad_norm": 0.16706348955631256,
"learning_rate": 4.385181231319788e-05,
"loss": 1.6677,
"step": 1080
},
{
"epoch": 0.9245122985581001,
"grad_norm": 0.16275151073932648,
"learning_rate": 4.368883496036125e-05,
"loss": 1.6784,
"step": 1090
},
{
"epoch": 0.9329940627650551,
"grad_norm": 0.16376911103725433,
"learning_rate": 4.3524037046791455e-05,
"loss": 1.6565,
"step": 1100
},
{
"epoch": 0.9414758269720102,
"grad_norm": 0.16600607335567474,
"learning_rate": 4.335743462617036e-05,
"loss": 1.6514,
"step": 1110
},
{
"epoch": 0.9499575911789653,
"grad_norm": 0.1660010665655136,
"learning_rate": 4.318904392796467e-05,
"loss": 1.6546,
"step": 1120
},
{
"epoch": 0.9584393553859203,
"grad_norm": 0.1595398634672165,
"learning_rate": 4.3018881355844996e-05,
"loss": 1.6445,
"step": 1130
},
{
"epoch": 0.9669211195928753,
"grad_norm": 0.16763563454151154,
"learning_rate": 4.2846963486087926e-05,
"loss": 1.665,
"step": 1140
},
{
"epoch": 0.9754028837998303,
"grad_norm": 0.16849684715270996,
"learning_rate": 4.2673307065961196e-05,
"loss": 1.6917,
"step": 1150
},
{
"epoch": 0.9838846480067854,
"grad_norm": 0.16113999485969543,
"learning_rate": 4.249792901209233e-05,
"loss": 1.6593,
"step": 1160
},
{
"epoch": 0.9923664122137404,
"grad_norm": 0.16176581382751465,
"learning_rate": 4.2320846408820644e-05,
"loss": 1.6515,
"step": 1170
},
{
"epoch": 1.0008481764206956,
"grad_norm": 0.1654123216867447,
"learning_rate": 4.214207650653306e-05,
"loss": 1.6132,
"step": 1180
},
{
"epoch": 1.0093299406276506,
"grad_norm": 0.17195528745651245,
"learning_rate": 4.196163671998364e-05,
"loss": 1.6052,
"step": 1190
},
{
"epoch": 1.0178117048346056,
"grad_norm": 0.1740170270204544,
"learning_rate": 4.1779544626597125e-05,
"loss": 1.5992,
"step": 1200
},
{
"epoch": 1.0178117048346056,
"eval_loss": 1.6405301094055176,
"eval_runtime": 8.3842,
"eval_samples_per_second": 45.442,
"eval_steps_per_second": 11.45,
"step": 1200
},
{
"epoch": 1.0262934690415606,
"grad_norm": 0.18201863765716553,
"learning_rate": 4.159581796475665e-05,
"loss": 1.6427,
"step": 1210
},
{
"epoch": 1.0347752332485156,
"grad_norm": 0.1829264909029007,
"learning_rate": 4.1410474632075794e-05,
"loss": 1.6227,
"step": 1220
},
{
"epoch": 1.0432569974554706,
"grad_norm": 0.17768743634223938,
"learning_rate": 4.122353268365507e-05,
"loss": 1.6279,
"step": 1230
},
{
"epoch": 1.0517387616624259,
"grad_norm": 0.18258538842201233,
"learning_rate": 4.1035010330323086e-05,
"loss": 1.6102,
"step": 1240
},
{
"epoch": 1.0602205258693809,
"grad_norm": 0.1885634958744049,
"learning_rate": 4.084492593686261e-05,
"loss": 1.6443,
"step": 1250
},
{
"epoch": 1.0687022900763359,
"grad_norm": 0.18394209444522858,
"learning_rate": 4.0653298020221496e-05,
"loss": 1.6221,
"step": 1260
},
{
"epoch": 1.077184054283291,
"grad_norm": 0.18219374120235443,
"learning_rate": 4.046014524770893e-05,
"loss": 1.635,
"step": 1270
},
{
"epoch": 1.085665818490246,
"grad_norm": 0.18404074013233185,
"learning_rate": 4.026548643517694e-05,
"loss": 1.6255,
"step": 1280
},
{
"epoch": 1.094147582697201,
"grad_norm": 0.18222452700138092,
"learning_rate": 4.006934054518745e-05,
"loss": 1.5958,
"step": 1290
},
{
"epoch": 1.1026293469041561,
"grad_norm": 0.18307287991046906,
"learning_rate": 3.98717266851651e-05,
"loss": 1.6374,
"step": 1300
},
{
"epoch": 1.1111111111111112,
"grad_norm": 0.18946941196918488,
"learning_rate": 3.967266410553584e-05,
"loss": 1.6139,
"step": 1310
},
{
"epoch": 1.1195928753180662,
"grad_norm": 0.19172786176204681,
"learning_rate": 3.947217219785174e-05,
"loss": 1.6291,
"step": 1320
},
{
"epoch": 1.1280746395250212,
"grad_norm": 0.19109292328357697,
"learning_rate": 3.92702704929019e-05,
"loss": 1.6286,
"step": 1330
},
{
"epoch": 1.1365564037319762,
"grad_norm": 0.19251668453216553,
"learning_rate": 3.906697865880995e-05,
"loss": 1.6168,
"step": 1340
},
{
"epoch": 1.1450381679389312,
"grad_norm": 0.19415880739688873,
"learning_rate": 3.886231649911799e-05,
"loss": 1.6463,
"step": 1350
},
{
"epoch": 1.1535199321458864,
"grad_norm": 0.19016750156879425,
"learning_rate": 3.865630395085754e-05,
"loss": 1.6448,
"step": 1360
},
{
"epoch": 1.1620016963528415,
"grad_norm": 0.18788300454616547,
"learning_rate": 3.8448961082607346e-05,
"loss": 1.6236,
"step": 1370
},
{
"epoch": 1.1704834605597965,
"grad_norm": 0.19576455652713776,
"learning_rate": 3.82403080925384e-05,
"loss": 1.6289,
"step": 1380
},
{
"epoch": 1.1789652247667515,
"grad_norm": 0.19166286289691925,
"learning_rate": 3.803036530644636e-05,
"loss": 1.6059,
"step": 1390
},
{
"epoch": 1.1874469889737065,
"grad_norm": 0.20226119458675385,
"learning_rate": 3.7819153175771524e-05,
"loss": 1.6339,
"step": 1400
},
{
"epoch": 1.1959287531806615,
"grad_norm": 0.1938009411096573,
"learning_rate": 3.7606692275606596e-05,
"loss": 1.6112,
"step": 1410
},
{
"epoch": 1.2044105173876165,
"grad_norm": 0.19422097504138947,
"learning_rate": 3.739300330269232e-05,
"loss": 1.6095,
"step": 1420
},
{
"epoch": 1.2128922815945717,
"grad_norm": 0.19058625400066376,
"learning_rate": 3.7178107073401356e-05,
"loss": 1.602,
"step": 1430
},
{
"epoch": 1.2213740458015268,
"grad_norm": 0.19627830386161804,
"learning_rate": 3.696202452171047e-05,
"loss": 1.6087,
"step": 1440
},
{
"epoch": 1.2298558100084818,
"grad_norm": 0.19286489486694336,
"learning_rate": 3.674477669716125e-05,
"loss": 1.6143,
"step": 1450
},
{
"epoch": 1.2383375742154368,
"grad_norm": 0.19028903543949127,
"learning_rate": 3.6526384762809574e-05,
"loss": 1.6236,
"step": 1460
},
{
"epoch": 1.2468193384223918,
"grad_norm": 0.19716697931289673,
"learning_rate": 3.630686999316406e-05,
"loss": 1.6271,
"step": 1470
},
{
"epoch": 1.255301102629347,
"grad_norm": 0.19651146233081818,
"learning_rate": 3.608625377211357e-05,
"loss": 1.6396,
"step": 1480
},
{
"epoch": 1.263782866836302,
"grad_norm": 0.19856080412864685,
"learning_rate": 3.5864557590844164e-05,
"loss": 1.5935,
"step": 1490
},
{
"epoch": 1.272264631043257,
"grad_norm": 0.20016399025917053,
"learning_rate": 3.564180304574549e-05,
"loss": 1.6093,
"step": 1500
},
{
"epoch": 1.280746395250212,
"grad_norm": 0.19493816792964935,
"learning_rate": 3.541801183630706e-05,
"loss": 1.6601,
"step": 1510
},
{
"epoch": 1.289228159457167,
"grad_norm": 0.20034298300743103,
"learning_rate": 3.519320576300436e-05,
"loss": 1.6269,
"step": 1520
},
{
"epoch": 1.297709923664122,
"grad_norm": 0.19294461607933044,
"learning_rate": 3.4967406725175165e-05,
"loss": 1.6089,
"step": 1530
},
{
"epoch": 1.306191687871077,
"grad_norm": 0.20269368588924408,
"learning_rate": 3.4740636718886264e-05,
"loss": 1.6189,
"step": 1540
},
{
"epoch": 1.3146734520780323,
"grad_norm": 0.19257566332817078,
"learning_rate": 3.45129178347907e-05,
"loss": 1.6202,
"step": 1550
},
{
"epoch": 1.3231552162849873,
"grad_norm": 0.2031780183315277,
"learning_rate": 3.428427225597583e-05,
"loss": 1.6241,
"step": 1560
},
{
"epoch": 1.3316369804919423,
"grad_norm": 0.2029244303703308,
"learning_rate": 3.405472225580238e-05,
"loss": 1.6242,
"step": 1570
},
{
"epoch": 1.3401187446988974,
"grad_norm": 0.1954798549413681,
"learning_rate": 3.38242901957347e-05,
"loss": 1.6077,
"step": 1580
},
{
"epoch": 1.3486005089058524,
"grad_norm": 0.20626811683177948,
"learning_rate": 3.359299852316242e-05,
"loss": 1.6045,
"step": 1590
},
{
"epoch": 1.3570822731128076,
"grad_norm": 0.2025717794895172,
"learning_rate": 3.336086976921378e-05,
"loss": 1.6098,
"step": 1600
},
{
"epoch": 1.3655640373197624,
"grad_norm": 0.21111804246902466,
"learning_rate": 3.312792654656073e-05,
"loss": 1.6165,
"step": 1610
},
{
"epoch": 1.3740458015267176,
"grad_norm": 0.19769315421581268,
"learning_rate": 3.28941915472162e-05,
"loss": 1.6013,
"step": 1620
},
{
"epoch": 1.3825275657336726,
"grad_norm": 0.1956772804260254,
"learning_rate": 3.2659687540323516e-05,
"loss": 1.5936,
"step": 1630
},
{
"epoch": 1.3910093299406276,
"grad_norm": 0.2080204337835312,
"learning_rate": 3.242443736993837e-05,
"loss": 1.5988,
"step": 1640
},
{
"epoch": 1.3994910941475827,
"grad_norm": 0.20390017330646515,
"learning_rate": 3.218846395280349e-05,
"loss": 1.628,
"step": 1650
},
{
"epoch": 1.4079728583545377,
"grad_norm": 0.21278975903987885,
"learning_rate": 3.19517902761162e-05,
"loss": 1.6094,
"step": 1660
},
{
"epoch": 1.416454622561493,
"grad_norm": 0.19775566458702087,
"learning_rate": 3.171443939528919e-05,
"loss": 1.6263,
"step": 1670
},
{
"epoch": 1.424936386768448,
"grad_norm": 0.20688270032405853,
"learning_rate": 3.147643443170454e-05,
"loss": 1.5863,
"step": 1680
},
{
"epoch": 1.433418150975403,
"grad_norm": 0.20985737442970276,
"learning_rate": 3.123779857046134e-05,
"loss": 1.5944,
"step": 1690
},
{
"epoch": 1.441899915182358,
"grad_norm": 0.2099895030260086,
"learning_rate": 3.0998555058117216e-05,
"loss": 1.6376,
"step": 1700
},
{
"epoch": 1.450381679389313,
"grad_norm": 0.20941784977912903,
"learning_rate": 3.075872720042372e-05,
"loss": 1.6132,
"step": 1710
},
{
"epoch": 1.458863443596268,
"grad_norm": 0.20355844497680664,
"learning_rate": 3.0518338360056e-05,
"loss": 1.6218,
"step": 1720
},
{
"epoch": 1.467345207803223,
"grad_norm": 0.20220711827278137,
"learning_rate": 3.0277411954337005e-05,
"loss": 1.592,
"step": 1730
},
{
"epoch": 1.4758269720101782,
"grad_norm": 0.20586727559566498,
"learning_rate": 3.0035971452956224e-05,
"loss": 1.615,
"step": 1740
},
{
"epoch": 1.4843087362171332,
"grad_norm": 0.21427693963050842,
"learning_rate": 2.9794040375683485e-05,
"loss": 1.6025,
"step": 1750
},
{
"epoch": 1.4927905004240882,
"grad_norm": 0.1974625289440155,
"learning_rate": 2.9551642290077707e-05,
"loss": 1.6188,
"step": 1760
},
{
"epoch": 1.5012722646310432,
"grad_norm": 0.2087961882352829,
"learning_rate": 2.9308800809191157e-05,
"loss": 1.6028,
"step": 1770
},
{
"epoch": 1.5097540288379983,
"grad_norm": 0.21272026002407074,
"learning_rate": 2.9065539589269147e-05,
"loss": 1.6252,
"step": 1780
},
{
"epoch": 1.5182357930449535,
"grad_norm": 0.20586243271827698,
"learning_rate": 2.8821882327445594e-05,
"loss": 1.6216,
"step": 1790
},
{
"epoch": 1.5267175572519083,
"grad_norm": 0.20619966089725494,
"learning_rate": 2.857785275943458e-05,
"loss": 1.6182,
"step": 1800
},
{
"epoch": 1.5267175572519083,
"eval_loss": 1.6240788698196411,
"eval_runtime": 8.3704,
"eval_samples_per_second": 45.518,
"eval_steps_per_second": 11.469,
"step": 1800
},
{
"epoch": 1.5351993214588635,
"grad_norm": 0.2109595090150833,
"learning_rate": 2.8333474657218174e-05,
"loss": 1.6002,
"step": 1810
},
{
"epoch": 1.5436810856658185,
"grad_norm": 0.2052215188741684,
"learning_rate": 2.8088771826730643e-05,
"loss": 1.5973,
"step": 1820
},
{
"epoch": 1.5521628498727735,
"grad_norm": 0.21743585169315338,
"learning_rate": 2.784376810553947e-05,
"loss": 1.6262,
"step": 1830
},
{
"epoch": 1.5606446140797285,
"grad_norm": 0.20770463347434998,
"learning_rate": 2.759848736052321e-05,
"loss": 1.5753,
"step": 1840
},
{
"epoch": 1.5691263782866836,
"grad_norm": 0.21669910848140717,
"learning_rate": 2.735295348554651e-05,
"loss": 1.6209,
"step": 1850
},
{
"epoch": 1.5776081424936388,
"grad_norm": 0.21204906702041626,
"learning_rate": 2.7107190399132526e-05,
"loss": 1.6088,
"step": 1860
},
{
"epoch": 1.5860899067005936,
"grad_norm": 0.2132139503955841,
"learning_rate": 2.686122204213285e-05,
"loss": 1.6252,
"step": 1870
},
{
"epoch": 1.5945716709075488,
"grad_norm": 0.22568291425704956,
"learning_rate": 2.6615072375395423e-05,
"loss": 1.6112,
"step": 1880
},
{
"epoch": 1.6030534351145038,
"grad_norm": 0.20681500434875488,
"learning_rate": 2.6368765377430344e-05,
"loss": 1.6146,
"step": 1890
},
{
"epoch": 1.6115351993214588,
"grad_norm": 0.20736300945281982,
"learning_rate": 2.6122325042074014e-05,
"loss": 1.5834,
"step": 1900
},
{
"epoch": 1.620016963528414,
"grad_norm": 0.20751895010471344,
"learning_rate": 2.5875775376151823e-05,
"loss": 1.6151,
"step": 1910
},
{
"epoch": 1.6284987277353689,
"grad_norm": 0.22000038623809814,
"learning_rate": 2.562914039713953e-05,
"loss": 1.5838,
"step": 1920
},
{
"epoch": 1.636980491942324,
"grad_norm": 0.20806461572647095,
"learning_rate": 2.5382444130823612e-05,
"loss": 1.6254,
"step": 1930
},
{
"epoch": 1.645462256149279,
"grad_norm": 0.21619880199432373,
"learning_rate": 2.5135710608960807e-05,
"loss": 1.5999,
"step": 1940
},
{
"epoch": 1.6539440203562341,
"grad_norm": 0.22222678363323212,
"learning_rate": 2.4888963866937067e-05,
"loss": 1.581,
"step": 1950
},
{
"epoch": 1.6624257845631891,
"grad_norm": 0.21882720291614532,
"learning_rate": 2.464222794142619e-05,
"loss": 1.6151,
"step": 1960
},
{
"epoch": 1.6709075487701441,
"grad_norm": 0.22589364647865295,
"learning_rate": 2.43955268680483e-05,
"loss": 1.6062,
"step": 1970
},
{
"epoch": 1.6793893129770994,
"grad_norm": 0.21262851357460022,
"learning_rate": 2.4148884679028402e-05,
"loss": 1.6096,
"step": 1980
},
{
"epoch": 1.6878710771840542,
"grad_norm": 0.21310704946517944,
"learning_rate": 2.390232540085533e-05,
"loss": 1.5932,
"step": 1990
},
{
"epoch": 1.6963528413910094,
"grad_norm": 0.21306438744068146,
"learning_rate": 2.3655873051941203e-05,
"loss": 1.5809,
"step": 2000
},
{
"epoch": 1.7048346055979644,
"grad_norm": 0.20825529098510742,
"learning_rate": 2.340955164028171e-05,
"loss": 1.5818,
"step": 2010
},
{
"epoch": 1.7133163698049194,
"grad_norm": 0.21667224168777466,
"learning_rate": 2.3163385161117367e-05,
"loss": 1.5911,
"step": 2020
},
{
"epoch": 1.7217981340118744,
"grad_norm": 0.2139502763748169,
"learning_rate": 2.291739759459605e-05,
"loss": 1.5816,
"step": 2030
},
{
"epoch": 1.7302798982188294,
"grad_norm": 0.2165052443742752,
"learning_rate": 2.267161290343694e-05,
"loss": 1.6033,
"step": 2040
},
{
"epoch": 1.7387616624257847,
"grad_norm": 0.2145167738199234,
"learning_rate": 2.2426055030596282e-05,
"loss": 1.6122,
"step": 2050
},
{
"epoch": 1.7472434266327395,
"grad_norm": 0.2100827991962433,
"learning_rate": 2.2180747896934956e-05,
"loss": 1.5995,
"step": 2060
},
{
"epoch": 1.7557251908396947,
"grad_norm": 0.22637659311294556,
"learning_rate": 2.193571539888824e-05,
"loss": 1.5938,
"step": 2070
},
{
"epoch": 1.7642069550466497,
"grad_norm": 0.2245241105556488,
"learning_rate": 2.169098140613797e-05,
"loss": 1.5792,
"step": 2080
},
{
"epoch": 1.7726887192536047,
"grad_norm": 0.2259100377559662,
"learning_rate": 2.1446569759287267e-05,
"loss": 1.5856,
"step": 2090
},
{
"epoch": 1.78117048346056,
"grad_norm": 0.22213774919509888,
"learning_rate": 2.120250426753815e-05,
"loss": 1.5875,
"step": 2100
},
{
"epoch": 1.7896522476675147,
"grad_norm": 0.22346043586730957,
"learning_rate": 2.095880870637216e-05,
"loss": 1.5909,
"step": 2110
},
{
"epoch": 1.79813401187447,
"grad_norm": 0.2293236404657364,
"learning_rate": 2.071550681523429e-05,
"loss": 1.5812,
"step": 2120
},
{
"epoch": 1.806615776081425,
"grad_norm": 0.22071833908557892,
"learning_rate": 2.0472622295220413e-05,
"loss": 1.5909,
"step": 2130
},
{
"epoch": 1.81509754028838,
"grad_norm": 0.22376208007335663,
"learning_rate": 2.023017880676849e-05,
"loss": 1.5852,
"step": 2140
},
{
"epoch": 1.823579304495335,
"grad_norm": 0.23016902804374695,
"learning_rate": 1.9988199967353642e-05,
"loss": 1.5997,
"step": 2150
},
{
"epoch": 1.83206106870229,
"grad_norm": 0.22549933195114136,
"learning_rate": 1.974670934918753e-05,
"loss": 1.6062,
"step": 2160
},
{
"epoch": 1.8405428329092453,
"grad_norm": 0.2221376597881317,
"learning_rate": 1.9505730476922064e-05,
"loss": 1.6112,
"step": 2170
},
{
"epoch": 1.8490245971162,
"grad_norm": 0.22362485527992249,
"learning_rate": 1.9265286825357742e-05,
"loss": 1.6001,
"step": 2180
},
{
"epoch": 1.8575063613231553,
"grad_norm": 0.22703245282173157,
"learning_rate": 1.9025401817156905e-05,
"loss": 1.6122,
"step": 2190
},
{
"epoch": 1.8659881255301103,
"grad_norm": 0.2253347635269165,
"learning_rate": 1.8786098820561972e-05,
"loss": 1.5837,
"step": 2200
},
{
"epoch": 1.8744698897370653,
"grad_norm": 0.2247924655675888,
"learning_rate": 1.8547401147119127e-05,
"loss": 1.6056,
"step": 2210
},
{
"epoch": 1.8829516539440203,
"grad_norm": 0.2206358015537262,
"learning_rate": 1.8309332049407363e-05,
"loss": 1.5898,
"step": 2220
},
{
"epoch": 1.8914334181509753,
"grad_norm": 0.23167766630649567,
"learning_rate": 1.8071914718773393e-05,
"loss": 1.5803,
"step": 2230
},
{
"epoch": 1.8999151823579306,
"grad_norm": 0.22543945908546448,
"learning_rate": 1.783517228307245e-05,
"loss": 1.5908,
"step": 2240
},
{
"epoch": 1.9083969465648853,
"grad_norm": 0.22845198214054108,
"learning_rate": 1.7599127804415317e-05,
"loss": 1.6114,
"step": 2250
},
{
"epoch": 1.9168787107718406,
"grad_norm": 0.22125060856342316,
"learning_rate": 1.7363804276921748e-05,
"loss": 1.5835,
"step": 2260
},
{
"epoch": 1.9253604749787956,
"grad_norm": 0.22639022767543793,
"learning_rate": 1.7129224624480506e-05,
"loss": 1.5937,
"step": 2270
},
{
"epoch": 1.9338422391857506,
"grad_norm": 0.23626133799552917,
"learning_rate": 1.689541169851625e-05,
"loss": 1.6138,
"step": 2280
},
{
"epoch": 1.9423240033927058,
"grad_norm": 0.2249774932861328,
"learning_rate": 1.6662388275763484e-05,
"loss": 1.5972,
"step": 2290
},
{
"epoch": 1.9508057675996606,
"grad_norm": 0.22697053849697113,
"learning_rate": 1.643017705604774e-05,
"loss": 1.6007,
"step": 2300
},
{
"epoch": 1.9592875318066159,
"grad_norm": 0.23137332499027252,
"learning_rate": 1.6198800660074353e-05,
"loss": 1.5868,
"step": 2310
},
{
"epoch": 1.9677692960135709,
"grad_norm": 0.2348482310771942,
"learning_rate": 1.5968281627224823e-05,
"loss": 1.5554,
"step": 2320
},
{
"epoch": 1.9762510602205259,
"grad_norm": 0.2407807558774948,
"learning_rate": 1.573864241336119e-05,
"loss": 1.6222,
"step": 2330
},
{
"epoch": 1.984732824427481,
"grad_norm": 0.22666969895362854,
"learning_rate": 1.550990538863848e-05,
"loss": 1.5684,
"step": 2340
},
{
"epoch": 1.993214588634436,
"grad_norm": 0.23586216568946838,
"learning_rate": 1.528209283532559e-05,
"loss": 1.6103,
"step": 2350
},
{
"epoch": 2.001696352841391,
"grad_norm": 0.2294708639383316,
"learning_rate": 1.5055226945634571e-05,
"loss": 1.5866,
"step": 2360
},
{
"epoch": 2.010178117048346,
"grad_norm": 0.2632901072502136,
"learning_rate": 1.4829329819558905e-05,
"loss": 1.524,
"step": 2370
},
{
"epoch": 2.018659881255301,
"grad_norm": 0.26669132709503174,
"learning_rate": 1.4604423462720574e-05,
"loss": 1.5222,
"step": 2380
},
{
"epoch": 2.027141645462256,
"grad_norm": 0.245851069688797,
"learning_rate": 1.438052978422641e-05,
"loss": 1.538,
"step": 2390
},
{
"epoch": 2.035623409669211,
"grad_norm": 0.2613518238067627,
"learning_rate": 1.4157670594533879e-05,
"loss": 1.5463,
"step": 2400
},
{
"epoch": 2.035623409669211,
"eval_loss": 1.6182470321655273,
"eval_runtime": 8.3631,
"eval_samples_per_second": 45.557,
"eval_steps_per_second": 11.479,
"step": 2400
},
{
"epoch": 2.0441051738761664,
"grad_norm": 0.25607672333717346,
"learning_rate": 1.393586760332633e-05,
"loss": 1.5402,
"step": 2410
},
{
"epoch": 2.052586938083121,
"grad_norm": 0.24335207045078278,
"learning_rate": 1.3715142417398275e-05,
"loss": 1.5312,
"step": 2420
},
{
"epoch": 2.0610687022900764,
"grad_norm": 0.25492334365844727,
"learning_rate": 1.3495516538550495e-05,
"loss": 1.5251,
"step": 2430
},
{
"epoch": 2.0695504664970312,
"grad_norm": 0.26885706186294556,
"learning_rate": 1.3277011361495498e-05,
"loss": 1.5536,
"step": 2440
},
{
"epoch": 2.0780322307039865,
"grad_norm": 0.2573489844799042,
"learning_rate": 1.3059648171773361e-05,
"loss": 1.5608,
"step": 2450
},
{
"epoch": 2.0865139949109412,
"grad_norm": 0.26441746950149536,
"learning_rate": 1.2843448143678175e-05,
"loss": 1.5314,
"step": 2460
},
{
"epoch": 2.0949957591178965,
"grad_norm": 0.2639044523239136,
"learning_rate": 1.2628432338195423e-05,
"loss": 1.5769,
"step": 2470
},
{
"epoch": 2.1034775233248517,
"grad_norm": 0.26254355907440186,
"learning_rate": 1.2414621700950307e-05,
"loss": 1.5392,
"step": 2480
},
{
"epoch": 2.1119592875318065,
"grad_norm": 0.2559792697429657,
"learning_rate": 1.2202037060167338e-05,
"loss": 1.5482,
"step": 2490
},
{
"epoch": 2.1204410517387617,
"grad_norm": 0.2633630037307739,
"learning_rate": 1.1990699124641385e-05,
"loss": 1.5305,
"step": 2500
},
{
"epoch": 2.1289228159457165,
"grad_norm": 0.26149672269821167,
"learning_rate": 1.1780628481720333e-05,
"loss": 1.5205,
"step": 2510
},
{
"epoch": 2.1374045801526718,
"grad_norm": 0.2706843912601471,
"learning_rate": 1.1571845595299571e-05,
"loss": 1.5377,
"step": 2520
},
{
"epoch": 2.145886344359627,
"grad_norm": 0.2620759606361389,
"learning_rate": 1.1364370803828536e-05,
"loss": 1.5274,
"step": 2530
},
{
"epoch": 2.154368108566582,
"grad_norm": 0.2704004645347595,
"learning_rate": 1.1158224318329439e-05,
"loss": 1.5422,
"step": 2540
},
{
"epoch": 2.162849872773537,
"grad_norm": 0.2624742090702057,
"learning_rate": 1.0953426220428417e-05,
"loss": 1.5189,
"step": 2550
},
{
"epoch": 2.171331636980492,
"grad_norm": 0.2630760669708252,
"learning_rate": 1.0749996460399334e-05,
"loss": 1.545,
"step": 2560
},
{
"epoch": 2.179813401187447,
"grad_norm": 0.2676001489162445,
"learning_rate": 1.0547954855220258e-05,
"loss": 1.5395,
"step": 2570
},
{
"epoch": 2.188295165394402,
"grad_norm": 0.2664811611175537,
"learning_rate": 1.0347321086643098e-05,
"loss": 1.5427,
"step": 2580
},
{
"epoch": 2.196776929601357,
"grad_norm": 0.28437891602516174,
"learning_rate": 1.0148114699276254e-05,
"loss": 1.5424,
"step": 2590
},
{
"epoch": 2.2052586938083123,
"grad_norm": 0.27211999893188477,
"learning_rate": 9.950355098680716e-06,
"loss": 1.5274,
"step": 2600
},
{
"epoch": 2.213740458015267,
"grad_norm": 0.2823927104473114,
"learning_rate": 9.754061549479684e-06,
"loss": 1.5466,
"step": 2610
},
{
"epoch": 2.2222222222222223,
"grad_norm": 0.26873740553855896,
"learning_rate": 9.559253173481894e-06,
"loss": 1.5228,
"step": 2620
},
{
"epoch": 2.230703986429177,
"grad_norm": 0.27045539021492004,
"learning_rate": 9.365948947818917e-06,
"loss": 1.5392,
"step": 2630
},
{
"epoch": 2.2391857506361323,
"grad_norm": 0.2740824222564697,
"learning_rate": 9.174167703096487e-06,
"loss": 1.5312,
"step": 2640
},
{
"epoch": 2.247667514843087,
"grad_norm": 0.2652507424354553,
"learning_rate": 8.983928121560142e-06,
"loss": 1.5506,
"step": 2650
},
{
"epoch": 2.2561492790500424,
"grad_norm": 0.27051135897636414,
"learning_rate": 8.795248735275295e-06,
"loss": 1.5392,
"step": 2660
},
{
"epoch": 2.2646310432569976,
"grad_norm": 0.26868537068367004,
"learning_rate": 8.608147924321954e-06,
"loss": 1.5313,
"step": 2670
},
{
"epoch": 2.2731128074639524,
"grad_norm": 0.27669626474380493,
"learning_rate": 8.422643915004242e-06,
"loss": 1.5379,
"step": 2680
},
{
"epoch": 2.2815945716709076,
"grad_norm": 0.2646745443344116,
"learning_rate": 8.238754778074869e-06,
"loss": 1.5187,
"step": 2690
},
{
"epoch": 2.2900763358778624,
"grad_norm": 0.2804393470287323,
"learning_rate": 8.056498426974817e-06,
"loss": 1.5436,
"step": 2700
},
{
"epoch": 2.2985581000848176,
"grad_norm": 0.2765372097492218,
"learning_rate": 7.875892616088293e-06,
"loss": 1.5349,
"step": 2710
},
{
"epoch": 2.307039864291773,
"grad_norm": 0.26837730407714844,
"learning_rate": 7.696954939013182e-06,
"loss": 1.5157,
"step": 2720
},
{
"epoch": 2.3155216284987277,
"grad_norm": 0.27085524797439575,
"learning_rate": 7.5197028268472134e-06,
"loss": 1.5115,
"step": 2730
},
{
"epoch": 2.324003392705683,
"grad_norm": 0.2781482934951782,
"learning_rate": 7.344153546489904e-06,
"loss": 1.5391,
"step": 2740
},
{
"epoch": 2.3324851569126377,
"grad_norm": 0.2616721987724304,
"learning_rate": 7.17032419896051e-06,
"loss": 1.5305,
"step": 2750
},
{
"epoch": 2.340966921119593,
"grad_norm": 0.2856769859790802,
"learning_rate": 6.998231717732148e-06,
"loss": 1.5011,
"step": 2760
},
{
"epoch": 2.349448685326548,
"grad_norm": 0.27664417028427124,
"learning_rate": 6.827892867082236e-06,
"loss": 1.503,
"step": 2770
},
{
"epoch": 2.357930449533503,
"grad_norm": 0.2847400903701782,
"learning_rate": 6.659324240459389e-06,
"loss": 1.5295,
"step": 2780
},
{
"epoch": 2.366412213740458,
"grad_norm": 0.2821629047393799,
"learning_rate": 6.492542258867013e-06,
"loss": 1.539,
"step": 2790
},
{
"epoch": 2.374893977947413,
"grad_norm": 0.28155988454818726,
"learning_rate": 6.327563169263651e-06,
"loss": 1.5195,
"step": 2800
},
{
"epoch": 2.383375742154368,
"grad_norm": 0.275939017534256,
"learning_rate": 6.164403042980277e-06,
"loss": 1.5154,
"step": 2810
},
{
"epoch": 2.391857506361323,
"grad_norm": 0.28075718879699707,
"learning_rate": 6.00307777415475e-06,
"loss": 1.5294,
"step": 2820
},
{
"epoch": 2.4003392705682782,
"grad_norm": 0.2765721082687378,
"learning_rate": 5.843603078183465e-06,
"loss": 1.5282,
"step": 2830
},
{
"epoch": 2.408821034775233,
"grad_norm": 0.27522534132003784,
"learning_rate": 5.685994490190474e-06,
"loss": 1.5159,
"step": 2840
},
{
"epoch": 2.4173027989821882,
"grad_norm": 0.276583731174469,
"learning_rate": 5.530267363514124e-06,
"loss": 1.5402,
"step": 2850
},
{
"epoch": 2.4257845631891435,
"grad_norm": 0.27267441153526306,
"learning_rate": 5.3764368682114315e-06,
"loss": 1.5255,
"step": 2860
},
{
"epoch": 2.4342663273960983,
"grad_norm": 0.27260467410087585,
"learning_rate": 5.2245179895803044e-06,
"loss": 1.5335,
"step": 2870
},
{
"epoch": 2.4427480916030535,
"grad_norm": 0.2702862620353699,
"learning_rate": 5.074525526699736e-06,
"loss": 1.5305,
"step": 2880
},
{
"epoch": 2.4512298558100083,
"grad_norm": 0.2800707519054413,
"learning_rate": 4.926474090988193e-06,
"loss": 1.5533,
"step": 2890
},
{
"epoch": 2.4597116200169635,
"grad_norm": 0.2815302908420563,
"learning_rate": 4.780378104780234e-06,
"loss": 1.5158,
"step": 2900
},
{
"epoch": 2.4681933842239188,
"grad_norm": 0.2695189416408539,
"learning_rate": 4.636251799921579e-06,
"loss": 1.525,
"step": 2910
},
{
"epoch": 2.4766751484308736,
"grad_norm": 0.27255234122276306,
"learning_rate": 4.4941092163827135e-06,
"loss": 1.514,
"step": 2920
},
{
"epoch": 2.485156912637829,
"grad_norm": 0.27873003482818604,
"learning_rate": 4.353964200891192e-06,
"loss": 1.5393,
"step": 2930
},
{
"epoch": 2.4936386768447836,
"grad_norm": 0.2896173298358917,
"learning_rate": 4.215830405582777e-06,
"loss": 1.5401,
"step": 2940
},
{
"epoch": 2.502120441051739,
"grad_norm": 0.2764180302619934,
"learning_rate": 4.079721286671528e-06,
"loss": 1.5417,
"step": 2950
},
{
"epoch": 2.510602205258694,
"grad_norm": 0.27540919184684753,
"learning_rate": 3.945650103138962e-06,
"loss": 1.5291,
"step": 2960
},
{
"epoch": 2.519083969465649,
"grad_norm": 0.2762376070022583,
"learning_rate": 3.813629915442435e-06,
"loss": 1.5305,
"step": 2970
},
{
"epoch": 2.527565733672604,
"grad_norm": 0.2932542562484741,
"learning_rate": 3.6836735842429027e-06,
"loss": 1.5355,
"step": 2980
},
{
"epoch": 2.536047497879559,
"grad_norm": 0.28812217712402344,
"learning_rate": 3.5557937691520382e-06,
"loss": 1.5618,
"step": 2990
},
{
"epoch": 2.544529262086514,
"grad_norm": 0.28096404671669006,
"learning_rate": 3.4300029274990734e-06,
"loss": 1.5356,
"step": 3000
},
{
"epoch": 2.544529262086514,
"eval_loss": 1.6116546392440796,
"eval_runtime": 8.3692,
"eval_samples_per_second": 45.524,
"eval_steps_per_second": 11.471,
"step": 3000
},
{
"epoch": 2.553011026293469,
"grad_norm": 0.2974391579627991,
"learning_rate": 3.3063133131172403e-06,
"loss": 1.5331,
"step": 3010
},
{
"epoch": 2.561492790500424,
"grad_norm": 0.2741416394710541,
"learning_rate": 3.1847369751500766e-06,
"loss": 1.5251,
"step": 3020
},
{
"epoch": 2.569974554707379,
"grad_norm": 0.27761682868003845,
"learning_rate": 3.065285756877684e-06,
"loss": 1.5296,
"step": 3030
},
{
"epoch": 2.578456318914334,
"grad_norm": 0.2878273129463196,
"learning_rate": 2.947971294562976e-06,
"loss": 1.5432,
"step": 3040
},
{
"epoch": 2.5869380831212894,
"grad_norm": 0.2833128869533539,
"learning_rate": 2.8328050163182017e-06,
"loss": 1.5209,
"step": 3050
},
{
"epoch": 2.595419847328244,
"grad_norm": 0.3064183294773102,
"learning_rate": 2.7197981409916416e-06,
"loss": 1.5096,
"step": 3060
},
{
"epoch": 2.6039016115351994,
"grad_norm": 0.2813494801521301,
"learning_rate": 2.6089616770747394e-06,
"loss": 1.5133,
"step": 3070
},
{
"epoch": 2.612383375742154,
"grad_norm": 0.28296294808387756,
"learning_rate": 2.500306421629728e-06,
"loss": 1.5477,
"step": 3080
},
{
"epoch": 2.6208651399491094,
"grad_norm": 0.2628287672996521,
"learning_rate": 2.393842959237813e-06,
"loss": 1.5082,
"step": 3090
},
{
"epoch": 2.6293469041560646,
"grad_norm": 0.2780253291130066,
"learning_rate": 2.289581660968121e-06,
"loss": 1.5568,
"step": 3100
},
{
"epoch": 2.6378286683630194,
"grad_norm": 0.27985766530036926,
"learning_rate": 2.187532683367385e-06,
"loss": 1.5065,
"step": 3110
},
{
"epoch": 2.6463104325699747,
"grad_norm": 0.28796765208244324,
"learning_rate": 2.0877059674705464e-06,
"loss": 1.5217,
"step": 3120
},
{
"epoch": 2.6547921967769295,
"grad_norm": 0.28680670261383057,
"learning_rate": 1.9901112378323846e-06,
"loss": 1.5044,
"step": 3130
},
{
"epoch": 2.6632739609838847,
"grad_norm": 0.2811967730522156,
"learning_rate": 1.8947580015801575e-06,
"loss": 1.536,
"step": 3140
},
{
"epoch": 2.67175572519084,
"grad_norm": 0.2895421087741852,
"learning_rate": 1.8016555474875213e-06,
"loss": 1.5325,
"step": 3150
},
{
"epoch": 2.6802374893977947,
"grad_norm": 0.284627228975296,
"learning_rate": 1.710812945069637e-06,
"loss": 1.5302,
"step": 3160
},
{
"epoch": 2.68871925360475,
"grad_norm": 0.27630600333213806,
"learning_rate": 1.622239043699686e-06,
"loss": 1.5353,
"step": 3170
},
{
"epoch": 2.6972010178117047,
"grad_norm": 0.28358718752861023,
"learning_rate": 1.535942471746807e-06,
"loss": 1.5171,
"step": 3180
},
{
"epoch": 2.70568278201866,
"grad_norm": 0.2867433428764343,
"learning_rate": 1.4519316357355733e-06,
"loss": 1.5308,
"step": 3190
},
{
"epoch": 2.714164546225615,
"grad_norm": 0.29057636857032776,
"learning_rate": 1.3702147195270687e-06,
"loss": 1.5366,
"step": 3200
},
{
"epoch": 2.72264631043257,
"grad_norm": 0.28410962224006653,
"learning_rate": 1.2907996835216734e-06,
"loss": 1.5148,
"step": 3210
},
{
"epoch": 2.731128074639525,
"grad_norm": 0.2737291157245636,
"learning_rate": 1.2136942638835995e-06,
"loss": 1.5228,
"step": 3220
},
{
"epoch": 2.73960983884648,
"grad_norm": 0.28176769614219666,
"learning_rate": 1.1389059717872741e-06,
"loss": 1.5197,
"step": 3230
},
{
"epoch": 2.7480916030534353,
"grad_norm": 0.27323269844055176,
"learning_rate": 1.06644209268566e-06,
"loss": 1.5125,
"step": 3240
},
{
"epoch": 2.75657336726039,
"grad_norm": 0.2849061191082001,
"learning_rate": 9.963096856005216e-07,
"loss": 1.5549,
"step": 3250
},
{
"epoch": 2.7650551314673453,
"grad_norm": 0.27499040961265564,
"learning_rate": 9.285155824347969e-07,
"loss": 1.5183,
"step": 3260
},
{
"epoch": 2.7735368956743,
"grad_norm": 0.2779834270477295,
"learning_rate": 8.630663873070627e-07,
"loss": 1.5323,
"step": 3270
},
{
"epoch": 2.7820186598812553,
"grad_norm": 0.2841133177280426,
"learning_rate": 7.999684759082083e-07,
"loss": 1.5202,
"step": 3280
},
{
"epoch": 2.7905004240882105,
"grad_norm": 0.2832767367362976,
"learning_rate": 7.392279948803371e-07,
"loss": 1.541,
"step": 3290
},
{
"epoch": 2.7989821882951653,
"grad_norm": 0.29252272844314575,
"learning_rate": 6.808508612179937e-07,
"loss": 1.5437,
"step": 3300
},
{
"epoch": 2.8074639525021206,
"grad_norm": 0.28466904163360596,
"learning_rate": 6.248427616917907e-07,
"loss": 1.5489,
"step": 3310
},
{
"epoch": 2.8159457167090753,
"grad_norm": 0.2813858091831207,
"learning_rate": 5.712091522943996e-07,
"loss": 1.5159,
"step": 3320
},
{
"epoch": 2.8244274809160306,
"grad_norm": 0.2804953157901764,
"learning_rate": 5.199552577090927e-07,
"loss": 1.5359,
"step": 3330
},
{
"epoch": 2.832909245122986,
"grad_norm": 0.2917366027832031,
"learning_rate": 4.710860708007553e-07,
"loss": 1.5281,
"step": 3340
},
{
"epoch": 2.8413910093299406,
"grad_norm": 0.2769799530506134,
"learning_rate": 4.2460635212952515e-07,
"loss": 1.511,
"step": 3350
},
{
"epoch": 2.849872773536896,
"grad_norm": 0.29529932141304016,
"learning_rate": 3.805206294870439e-07,
"loss": 1.5074,
"step": 3360
},
{
"epoch": 2.8583545377438506,
"grad_norm": 0.2867056131362915,
"learning_rate": 3.388331974553821e-07,
"loss": 1.5001,
"step": 3370
},
{
"epoch": 2.866836301950806,
"grad_norm": 0.2916123569011688,
"learning_rate": 2.995481169886849e-07,
"loss": 1.5362,
"step": 3380
},
{
"epoch": 2.875318066157761,
"grad_norm": 0.2851467430591583,
"learning_rate": 2.6266921501758024e-07,
"loss": 1.5205,
"step": 3390
},
{
"epoch": 2.883799830364716,
"grad_norm": 0.29022783041000366,
"learning_rate": 2.2820008407637983e-07,
"loss": 1.5117,
"step": 3400
},
{
"epoch": 2.8922815945716707,
"grad_norm": 0.2804555296897888,
"learning_rate": 1.9614408195310907e-07,
"loss": 1.5184,
"step": 3410
},
{
"epoch": 2.900763358778626,
"grad_norm": 0.2887100279331207,
"learning_rate": 1.6650433136241872e-07,
"loss": 1.5141,
"step": 3420
},
{
"epoch": 2.909245122985581,
"grad_norm": 0.27130427956581116,
"learning_rate": 1.3928371964138653e-07,
"loss": 1.5328,
"step": 3430
},
{
"epoch": 2.917726887192536,
"grad_norm": 0.2768704891204834,
"learning_rate": 1.1448489846824228e-07,
"loss": 1.5251,
"step": 3440
},
{
"epoch": 2.926208651399491,
"grad_norm": 0.28594911098480225,
"learning_rate": 9.211028360406326e-08,
"loss": 1.5303,
"step": 3450
},
{
"epoch": 2.934690415606446,
"grad_norm": 0.2850119471549988,
"learning_rate": 7.216205465743753e-08,
"loss": 1.5128,
"step": 3460
},
{
"epoch": 2.943172179813401,
"grad_norm": 0.28492864966392517,
"learning_rate": 5.464215487214763e-08,
"loss": 1.5382,
"step": 3470
},
{
"epoch": 2.9516539440203564,
"grad_norm": 0.2814091444015503,
"learning_rate": 3.95522909378665e-08,
"loss": 1.5374,
"step": 3480
},
{
"epoch": 2.960135708227311,
"grad_norm": 0.287667453289032,
"learning_rate": 2.6893932823898738e-08,
"loss": 1.5138,
"step": 3490
},
{
"epoch": 2.9686174724342664,
"grad_norm": 0.2752053737640381,
"learning_rate": 1.666831363598964e-08,
"loss": 1.5293,
"step": 3500
},
{
"epoch": 2.9770992366412212,
"grad_norm": 0.2834467887878418,
"learning_rate": 8.876429496193494e-09,
"loss": 1.545,
"step": 3510
},
{
"epoch": 2.9855810008481765,
"grad_norm": 0.28982028365135193,
"learning_rate": 3.519039445851191e-09,
"loss": 1.5387,
"step": 3520
},
{
"epoch": 2.9940627650551317,
"grad_norm": 0.2901974320411682,
"learning_rate": 5.966653716410476e-10,
"loss": 1.533,
"step": 3530
},
{
"epoch": 3.0,
"step": 3537,
"total_flos": 1.0283028491985224e+19,
"train_loss": 1.6124080855326697,
"train_runtime": 7405.1369,
"train_samples_per_second": 15.277,
"train_steps_per_second": 0.478
}
],
"logging_steps": 10,
"max_steps": 3537,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.0283028491985224e+19,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}