aleegis12's picture
Training in progress, step 200, checkpoint
9021ab3 verified
{
"best_metric": 0.7400540113449097,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.2250351617440225,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0011251758087201125,
"grad_norm": 0.28744256496429443,
"learning_rate": 1e-05,
"loss": 0.7099,
"step": 1
},
{
"epoch": 0.0011251758087201125,
"eval_loss": 1.053613305091858,
"eval_runtime": 72.6286,
"eval_samples_per_second": 20.612,
"eval_steps_per_second": 5.163,
"step": 1
},
{
"epoch": 0.002250351617440225,
"grad_norm": 0.3241807520389557,
"learning_rate": 2e-05,
"loss": 0.6829,
"step": 2
},
{
"epoch": 0.0033755274261603376,
"grad_norm": 0.28037703037261963,
"learning_rate": 3e-05,
"loss": 0.6832,
"step": 3
},
{
"epoch": 0.00450070323488045,
"grad_norm": 0.3197740912437439,
"learning_rate": 4e-05,
"loss": 0.9174,
"step": 4
},
{
"epoch": 0.005625879043600563,
"grad_norm": 0.29462507367134094,
"learning_rate": 5e-05,
"loss": 0.8519,
"step": 5
},
{
"epoch": 0.006751054852320675,
"grad_norm": 0.16718615591526031,
"learning_rate": 6e-05,
"loss": 0.8271,
"step": 6
},
{
"epoch": 0.007876230661040788,
"grad_norm": 0.14618206024169922,
"learning_rate": 7e-05,
"loss": 0.9054,
"step": 7
},
{
"epoch": 0.0090014064697609,
"grad_norm": 0.16193798184394836,
"learning_rate": 8e-05,
"loss": 1.0648,
"step": 8
},
{
"epoch": 0.010126582278481013,
"grad_norm": 0.17764081060886383,
"learning_rate": 9e-05,
"loss": 0.9539,
"step": 9
},
{
"epoch": 0.011251758087201125,
"grad_norm": 0.17770443856716156,
"learning_rate": 0.0001,
"loss": 1.0266,
"step": 10
},
{
"epoch": 0.012376933895921238,
"grad_norm": 0.16426071524620056,
"learning_rate": 9.999316524962345e-05,
"loss": 0.9196,
"step": 11
},
{
"epoch": 0.01350210970464135,
"grad_norm": 0.21448597311973572,
"learning_rate": 9.997266286704631e-05,
"loss": 1.0292,
"step": 12
},
{
"epoch": 0.014627285513361463,
"grad_norm": 0.21064357459545135,
"learning_rate": 9.993849845741524e-05,
"loss": 1.0497,
"step": 13
},
{
"epoch": 0.015752461322081576,
"grad_norm": 0.19723820686340332,
"learning_rate": 9.989068136093873e-05,
"loss": 1.0151,
"step": 14
},
{
"epoch": 0.016877637130801686,
"grad_norm": 0.1874244511127472,
"learning_rate": 9.98292246503335e-05,
"loss": 1.0827,
"step": 15
},
{
"epoch": 0.0180028129395218,
"grad_norm": 0.18503165245056152,
"learning_rate": 9.975414512725057e-05,
"loss": 1.0066,
"step": 16
},
{
"epoch": 0.01912798874824191,
"grad_norm": 0.1754753291606903,
"learning_rate": 9.966546331768191e-05,
"loss": 1.009,
"step": 17
},
{
"epoch": 0.020253164556962026,
"grad_norm": 0.1839926391839981,
"learning_rate": 9.956320346634876e-05,
"loss": 1.1238,
"step": 18
},
{
"epoch": 0.021378340365682136,
"grad_norm": 0.1689082682132721,
"learning_rate": 9.944739353007344e-05,
"loss": 1.085,
"step": 19
},
{
"epoch": 0.02250351617440225,
"grad_norm": 0.17413866519927979,
"learning_rate": 9.931806517013612e-05,
"loss": 1.033,
"step": 20
},
{
"epoch": 0.02362869198312236,
"grad_norm": 0.17532522976398468,
"learning_rate": 9.917525374361912e-05,
"loss": 0.9727,
"step": 21
},
{
"epoch": 0.024753867791842476,
"grad_norm": 0.18257589638233185,
"learning_rate": 9.901899829374047e-05,
"loss": 1.0807,
"step": 22
},
{
"epoch": 0.025879043600562587,
"grad_norm": 0.1621837317943573,
"learning_rate": 9.884934153917997e-05,
"loss": 1.0076,
"step": 23
},
{
"epoch": 0.0270042194092827,
"grad_norm": 0.16744545102119446,
"learning_rate": 9.86663298624003e-05,
"loss": 1.1783,
"step": 24
},
{
"epoch": 0.02812939521800281,
"grad_norm": 0.16235262155532837,
"learning_rate": 9.847001329696653e-05,
"loss": 0.8438,
"step": 25
},
{
"epoch": 0.029254571026722926,
"grad_norm": 0.1746976673603058,
"learning_rate": 9.826044551386744e-05,
"loss": 0.9799,
"step": 26
},
{
"epoch": 0.030379746835443037,
"grad_norm": 0.17585837841033936,
"learning_rate": 9.803768380684242e-05,
"loss": 0.9044,
"step": 27
},
{
"epoch": 0.03150492264416315,
"grad_norm": 0.16757063567638397,
"learning_rate": 9.780178907671789e-05,
"loss": 0.9115,
"step": 28
},
{
"epoch": 0.03263009845288326,
"grad_norm": 0.1784668117761612,
"learning_rate": 9.755282581475769e-05,
"loss": 1.0876,
"step": 29
},
{
"epoch": 0.03375527426160337,
"grad_norm": 0.1938614696264267,
"learning_rate": 9.729086208503174e-05,
"loss": 0.9925,
"step": 30
},
{
"epoch": 0.03488045007032349,
"grad_norm": 0.18237663805484772,
"learning_rate": 9.701596950580806e-05,
"loss": 0.8752,
"step": 31
},
{
"epoch": 0.0360056258790436,
"grad_norm": 0.1855391412973404,
"learning_rate": 9.672822322997305e-05,
"loss": 0.9484,
"step": 32
},
{
"epoch": 0.03713080168776371,
"grad_norm": 0.19223161041736603,
"learning_rate": 9.642770192448536e-05,
"loss": 0.7977,
"step": 33
},
{
"epoch": 0.03825597749648382,
"grad_norm": 0.19526338577270508,
"learning_rate": 9.611448774886924e-05,
"loss": 0.8975,
"step": 34
},
{
"epoch": 0.03938115330520394,
"grad_norm": 0.1823018491268158,
"learning_rate": 9.578866633275288e-05,
"loss": 0.8103,
"step": 35
},
{
"epoch": 0.04050632911392405,
"grad_norm": 0.18328078091144562,
"learning_rate": 9.545032675245813e-05,
"loss": 0.7762,
"step": 36
},
{
"epoch": 0.04163150492264416,
"grad_norm": 0.18645304441452026,
"learning_rate": 9.509956150664796e-05,
"loss": 0.7021,
"step": 37
},
{
"epoch": 0.04275668073136427,
"grad_norm": 0.20200158655643463,
"learning_rate": 9.473646649103818e-05,
"loss": 0.7997,
"step": 38
},
{
"epoch": 0.04388185654008439,
"grad_norm": 0.20194019377231598,
"learning_rate": 9.43611409721806e-05,
"loss": 0.6985,
"step": 39
},
{
"epoch": 0.0450070323488045,
"grad_norm": 0.20087574422359467,
"learning_rate": 9.397368756032445e-05,
"loss": 0.6051,
"step": 40
},
{
"epoch": 0.04613220815752461,
"grad_norm": 0.2152727246284485,
"learning_rate": 9.357421218136386e-05,
"loss": 0.7307,
"step": 41
},
{
"epoch": 0.04725738396624472,
"grad_norm": 0.2125573754310608,
"learning_rate": 9.316282404787871e-05,
"loss": 0.6525,
"step": 42
},
{
"epoch": 0.04838255977496484,
"grad_norm": 0.22942820191383362,
"learning_rate": 9.273963562927695e-05,
"loss": 0.7193,
"step": 43
},
{
"epoch": 0.04950773558368495,
"grad_norm": 0.24401390552520752,
"learning_rate": 9.230476262104677e-05,
"loss": 0.6857,
"step": 44
},
{
"epoch": 0.05063291139240506,
"grad_norm": 0.24477997422218323,
"learning_rate": 9.185832391312644e-05,
"loss": 0.6882,
"step": 45
},
{
"epoch": 0.05175808720112517,
"grad_norm": 0.24917973577976227,
"learning_rate": 9.140044155740101e-05,
"loss": 0.5965,
"step": 46
},
{
"epoch": 0.05288326300984529,
"grad_norm": 0.28255143761634827,
"learning_rate": 9.093124073433463e-05,
"loss": 0.5233,
"step": 47
},
{
"epoch": 0.0540084388185654,
"grad_norm": 0.34546536207199097,
"learning_rate": 9.045084971874738e-05,
"loss": 0.6246,
"step": 48
},
{
"epoch": 0.05513361462728551,
"grad_norm": 0.3906535804271698,
"learning_rate": 8.995939984474624e-05,
"loss": 0.6146,
"step": 49
},
{
"epoch": 0.05625879043600562,
"grad_norm": 0.43594563007354736,
"learning_rate": 8.945702546981969e-05,
"loss": 0.6796,
"step": 50
},
{
"epoch": 0.05625879043600562,
"eval_loss": 0.8176083564758301,
"eval_runtime": 73.477,
"eval_samples_per_second": 20.374,
"eval_steps_per_second": 5.104,
"step": 50
},
{
"epoch": 0.05738396624472574,
"grad_norm": 0.3089423179626465,
"learning_rate": 8.894386393810563e-05,
"loss": 0.6435,
"step": 51
},
{
"epoch": 0.05850914205344585,
"grad_norm": 0.24479182064533234,
"learning_rate": 8.842005554284296e-05,
"loss": 0.5626,
"step": 52
},
{
"epoch": 0.05963431786216596,
"grad_norm": 0.17990699410438538,
"learning_rate": 8.788574348801675e-05,
"loss": 0.57,
"step": 53
},
{
"epoch": 0.060759493670886074,
"grad_norm": 0.16024604439735413,
"learning_rate": 8.73410738492077e-05,
"loss": 0.7353,
"step": 54
},
{
"epoch": 0.06188466947960619,
"grad_norm": 0.14513233304023743,
"learning_rate": 8.678619553365659e-05,
"loss": 0.7228,
"step": 55
},
{
"epoch": 0.0630098452883263,
"grad_norm": 0.12998345494270325,
"learning_rate": 8.622126023955446e-05,
"loss": 0.7456,
"step": 56
},
{
"epoch": 0.06413502109704641,
"grad_norm": 0.13989439606666565,
"learning_rate": 8.564642241456986e-05,
"loss": 0.7529,
"step": 57
},
{
"epoch": 0.06526019690576652,
"grad_norm": 0.1476536989212036,
"learning_rate": 8.506183921362443e-05,
"loss": 0.8503,
"step": 58
},
{
"epoch": 0.06638537271448663,
"grad_norm": 0.1412176638841629,
"learning_rate": 8.44676704559283e-05,
"loss": 0.8842,
"step": 59
},
{
"epoch": 0.06751054852320675,
"grad_norm": 0.1470104157924652,
"learning_rate": 8.386407858128706e-05,
"loss": 0.988,
"step": 60
},
{
"epoch": 0.06863572433192687,
"grad_norm": 0.14214804768562317,
"learning_rate": 8.32512286056924e-05,
"loss": 0.879,
"step": 61
},
{
"epoch": 0.06976090014064698,
"grad_norm": 0.13851666450500488,
"learning_rate": 8.262928807620843e-05,
"loss": 0.8755,
"step": 62
},
{
"epoch": 0.07088607594936709,
"grad_norm": 0.14373120665550232,
"learning_rate": 8.199842702516583e-05,
"loss": 0.9876,
"step": 63
},
{
"epoch": 0.0720112517580872,
"grad_norm": 0.1432083547115326,
"learning_rate": 8.135881792367686e-05,
"loss": 0.8902,
"step": 64
},
{
"epoch": 0.07313642756680731,
"grad_norm": 0.1372254490852356,
"learning_rate": 8.07106356344834e-05,
"loss": 0.7859,
"step": 65
},
{
"epoch": 0.07426160337552742,
"grad_norm": 0.1492379903793335,
"learning_rate": 8.005405736415126e-05,
"loss": 0.916,
"step": 66
},
{
"epoch": 0.07538677918424753,
"grad_norm": 0.14066049456596375,
"learning_rate": 7.938926261462366e-05,
"loss": 0.8237,
"step": 67
},
{
"epoch": 0.07651195499296765,
"grad_norm": 0.1484062820672989,
"learning_rate": 7.871643313414718e-05,
"loss": 0.9237,
"step": 68
},
{
"epoch": 0.07763713080168777,
"grad_norm": 0.15595759451389313,
"learning_rate": 7.803575286758364e-05,
"loss": 0.9254,
"step": 69
},
{
"epoch": 0.07876230661040788,
"grad_norm": 0.14984622597694397,
"learning_rate": 7.734740790612136e-05,
"loss": 0.9135,
"step": 70
},
{
"epoch": 0.07988748241912799,
"grad_norm": 0.1518310010433197,
"learning_rate": 7.66515864363997e-05,
"loss": 0.8526,
"step": 71
},
{
"epoch": 0.0810126582278481,
"grad_norm": 0.14291878044605255,
"learning_rate": 7.594847868906076e-05,
"loss": 0.7966,
"step": 72
},
{
"epoch": 0.08213783403656821,
"grad_norm": 0.14978663623332977,
"learning_rate": 7.52382768867422e-05,
"loss": 0.8995,
"step": 73
},
{
"epoch": 0.08326300984528832,
"grad_norm": 0.15922611951828003,
"learning_rate": 7.452117519152542e-05,
"loss": 0.924,
"step": 74
},
{
"epoch": 0.08438818565400844,
"grad_norm": 0.1653391420841217,
"learning_rate": 7.379736965185368e-05,
"loss": 0.9522,
"step": 75
},
{
"epoch": 0.08551336146272855,
"grad_norm": 0.1648348867893219,
"learning_rate": 7.30670581489344e-05,
"loss": 0.9158,
"step": 76
},
{
"epoch": 0.08663853727144867,
"grad_norm": 0.1728581339120865,
"learning_rate": 7.233044034264034e-05,
"loss": 0.9934,
"step": 77
},
{
"epoch": 0.08776371308016878,
"grad_norm": 0.16981300711631775,
"learning_rate": 7.158771761692464e-05,
"loss": 0.9469,
"step": 78
},
{
"epoch": 0.08888888888888889,
"grad_norm": 0.1611807942390442,
"learning_rate": 7.083909302476453e-05,
"loss": 0.777,
"step": 79
},
{
"epoch": 0.090014064697609,
"grad_norm": 0.17365488409996033,
"learning_rate": 7.008477123264848e-05,
"loss": 0.896,
"step": 80
},
{
"epoch": 0.09113924050632911,
"grad_norm": 0.173142209649086,
"learning_rate": 6.932495846462261e-05,
"loss": 0.7878,
"step": 81
},
{
"epoch": 0.09226441631504922,
"grad_norm": 0.174965038895607,
"learning_rate": 6.855986244591104e-05,
"loss": 0.7868,
"step": 82
},
{
"epoch": 0.09338959212376934,
"grad_norm": 0.17928966879844666,
"learning_rate": 6.778969234612584e-05,
"loss": 0.8433,
"step": 83
},
{
"epoch": 0.09451476793248945,
"grad_norm": 0.1770177185535431,
"learning_rate": 6.701465872208216e-05,
"loss": 0.8024,
"step": 84
},
{
"epoch": 0.09563994374120956,
"grad_norm": 0.17353080213069916,
"learning_rate": 6.623497346023418e-05,
"loss": 0.7235,
"step": 85
},
{
"epoch": 0.09676511954992968,
"grad_norm": 0.19138696789741516,
"learning_rate": 6.545084971874738e-05,
"loss": 0.8868,
"step": 86
},
{
"epoch": 0.09789029535864979,
"grad_norm": 0.1914050281047821,
"learning_rate": 6.466250186922325e-05,
"loss": 0.8618,
"step": 87
},
{
"epoch": 0.0990154711673699,
"grad_norm": 0.18584732711315155,
"learning_rate": 6.387014543809223e-05,
"loss": 0.672,
"step": 88
},
{
"epoch": 0.10014064697609001,
"grad_norm": 0.19127503037452698,
"learning_rate": 6.307399704769099e-05,
"loss": 0.7385,
"step": 89
},
{
"epoch": 0.10126582278481013,
"grad_norm": 0.20417876541614532,
"learning_rate": 6.227427435703997e-05,
"loss": 0.6295,
"step": 90
},
{
"epoch": 0.10239099859353024,
"grad_norm": 0.20187601447105408,
"learning_rate": 6.147119600233758e-05,
"loss": 0.6068,
"step": 91
},
{
"epoch": 0.10351617440225035,
"grad_norm": 0.20402470231056213,
"learning_rate": 6.066498153718735e-05,
"loss": 0.5709,
"step": 92
},
{
"epoch": 0.10464135021097046,
"grad_norm": 0.21485945582389832,
"learning_rate": 5.985585137257401e-05,
"loss": 0.5194,
"step": 93
},
{
"epoch": 0.10576652601969058,
"grad_norm": 0.2264915555715561,
"learning_rate": 5.90440267166055e-05,
"loss": 0.5609,
"step": 94
},
{
"epoch": 0.10689170182841069,
"grad_norm": 0.24080972373485565,
"learning_rate": 5.8229729514036705e-05,
"loss": 0.6146,
"step": 95
},
{
"epoch": 0.1080168776371308,
"grad_norm": 0.2546713650226593,
"learning_rate": 5.74131823855921e-05,
"loss": 0.6081,
"step": 96
},
{
"epoch": 0.10914205344585091,
"grad_norm": 0.2535207271575928,
"learning_rate": 5.6594608567103456e-05,
"loss": 0.4883,
"step": 97
},
{
"epoch": 0.11026722925457103,
"grad_norm": 0.2906816601753235,
"learning_rate": 5.577423184847932e-05,
"loss": 0.5954,
"step": 98
},
{
"epoch": 0.11139240506329114,
"grad_norm": 0.37003785371780396,
"learning_rate": 5.495227651252315e-05,
"loss": 0.6574,
"step": 99
},
{
"epoch": 0.11251758087201125,
"grad_norm": 0.45093151926994324,
"learning_rate": 5.4128967273616625e-05,
"loss": 0.6752,
"step": 100
},
{
"epoch": 0.11251758087201125,
"eval_loss": 0.772516131401062,
"eval_runtime": 73.5359,
"eval_samples_per_second": 20.357,
"eval_steps_per_second": 5.1,
"step": 100
},
{
"epoch": 0.11364275668073136,
"grad_norm": 0.22953110933303833,
"learning_rate": 5.330452921628497e-05,
"loss": 0.6165,
"step": 101
},
{
"epoch": 0.11476793248945148,
"grad_norm": 0.22733551263809204,
"learning_rate": 5.247918773366112e-05,
"loss": 0.5645,
"step": 102
},
{
"epoch": 0.1158931082981716,
"grad_norm": 0.1909782588481903,
"learning_rate": 5.165316846586541e-05,
"loss": 0.5878,
"step": 103
},
{
"epoch": 0.1170182841068917,
"grad_norm": 0.18363453447818756,
"learning_rate": 5.0826697238317935e-05,
"loss": 0.7127,
"step": 104
},
{
"epoch": 0.11814345991561181,
"grad_norm": 0.16456936299800873,
"learning_rate": 5e-05,
"loss": 0.6618,
"step": 105
},
{
"epoch": 0.11926863572433193,
"grad_norm": 0.14698876440525055,
"learning_rate": 4.917330276168208e-05,
"loss": 0.7152,
"step": 106
},
{
"epoch": 0.12039381153305204,
"grad_norm": 0.1356571763753891,
"learning_rate": 4.834683153413459e-05,
"loss": 0.7407,
"step": 107
},
{
"epoch": 0.12151898734177215,
"grad_norm": 0.13574330508708954,
"learning_rate": 4.7520812266338885e-05,
"loss": 0.77,
"step": 108
},
{
"epoch": 0.12264416315049226,
"grad_norm": 0.13620668649673462,
"learning_rate": 4.669547078371504e-05,
"loss": 0.745,
"step": 109
},
{
"epoch": 0.12376933895921238,
"grad_norm": 0.14419007301330566,
"learning_rate": 4.5871032726383386e-05,
"loss": 0.9416,
"step": 110
},
{
"epoch": 0.1248945147679325,
"grad_norm": 0.15939465165138245,
"learning_rate": 4.504772348747687e-05,
"loss": 0.9578,
"step": 111
},
{
"epoch": 0.1260196905766526,
"grad_norm": 0.1532604992389679,
"learning_rate": 4.4225768151520694e-05,
"loss": 0.9745,
"step": 112
},
{
"epoch": 0.1271448663853727,
"grad_norm": 0.15922436118125916,
"learning_rate": 4.3405391432896555e-05,
"loss": 0.9107,
"step": 113
},
{
"epoch": 0.12827004219409283,
"grad_norm": 0.16051270067691803,
"learning_rate": 4.2586817614407895e-05,
"loss": 1.0319,
"step": 114
},
{
"epoch": 0.12939521800281295,
"grad_norm": 0.15996387600898743,
"learning_rate": 4.17702704859633e-05,
"loss": 0.8851,
"step": 115
},
{
"epoch": 0.13052039381153305,
"grad_norm": 0.16803978383541107,
"learning_rate": 4.095597328339452e-05,
"loss": 1.0785,
"step": 116
},
{
"epoch": 0.13164556962025317,
"grad_norm": 0.1578872948884964,
"learning_rate": 4.0144148627425993e-05,
"loss": 0.9266,
"step": 117
},
{
"epoch": 0.13277074542897327,
"grad_norm": 0.15383996069431305,
"learning_rate": 3.933501846281267e-05,
"loss": 0.8485,
"step": 118
},
{
"epoch": 0.1338959212376934,
"grad_norm": 0.15688839554786682,
"learning_rate": 3.852880399766243e-05,
"loss": 0.8195,
"step": 119
},
{
"epoch": 0.1350210970464135,
"grad_norm": 0.153232604265213,
"learning_rate": 3.772572564296005e-05,
"loss": 0.775,
"step": 120
},
{
"epoch": 0.13614627285513362,
"grad_norm": 0.17287659645080566,
"learning_rate": 3.6926002952309016e-05,
"loss": 0.9116,
"step": 121
},
{
"epoch": 0.13727144866385374,
"grad_norm": 0.14835681021213531,
"learning_rate": 3.612985456190778e-05,
"loss": 0.775,
"step": 122
},
{
"epoch": 0.13839662447257384,
"grad_norm": 0.1736976057291031,
"learning_rate": 3.533749813077677e-05,
"loss": 0.9944,
"step": 123
},
{
"epoch": 0.13952180028129396,
"grad_norm": 0.16409090161323547,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.9142,
"step": 124
},
{
"epoch": 0.14064697609001406,
"grad_norm": 0.16181126236915588,
"learning_rate": 3.3765026539765834e-05,
"loss": 0.7883,
"step": 125
},
{
"epoch": 0.14177215189873418,
"grad_norm": 0.1793828010559082,
"learning_rate": 3.298534127791785e-05,
"loss": 1.0582,
"step": 126
},
{
"epoch": 0.14289732770745428,
"grad_norm": 0.16566577553749084,
"learning_rate": 3.221030765387417e-05,
"loss": 0.8617,
"step": 127
},
{
"epoch": 0.1440225035161744,
"grad_norm": 0.17740024626255035,
"learning_rate": 3.144013755408895e-05,
"loss": 0.954,
"step": 128
},
{
"epoch": 0.1451476793248945,
"grad_norm": 0.179423987865448,
"learning_rate": 3.0675041535377405e-05,
"loss": 0.8954,
"step": 129
},
{
"epoch": 0.14627285513361463,
"grad_norm": 0.18432916700839996,
"learning_rate": 2.991522876735154e-05,
"loss": 0.953,
"step": 130
},
{
"epoch": 0.14739803094233475,
"grad_norm": 0.17559075355529785,
"learning_rate": 2.916090697523549e-05,
"loss": 0.7705,
"step": 131
},
{
"epoch": 0.14852320675105485,
"grad_norm": 0.1845751702785492,
"learning_rate": 2.8412282383075363e-05,
"loss": 0.8383,
"step": 132
},
{
"epoch": 0.14964838255977497,
"grad_norm": 0.19049273431301117,
"learning_rate": 2.766955965735968e-05,
"loss": 0.8802,
"step": 133
},
{
"epoch": 0.15077355836849507,
"grad_norm": 0.18441186845302582,
"learning_rate": 2.693294185106562e-05,
"loss": 0.8099,
"step": 134
},
{
"epoch": 0.1518987341772152,
"grad_norm": 0.1854603886604309,
"learning_rate": 2.6202630348146324e-05,
"loss": 0.7365,
"step": 135
},
{
"epoch": 0.1530239099859353,
"grad_norm": 0.19071020185947418,
"learning_rate": 2.547882480847461e-05,
"loss": 0.7677,
"step": 136
},
{
"epoch": 0.15414908579465542,
"grad_norm": 0.19896270334720612,
"learning_rate": 2.476172311325783e-05,
"loss": 0.7863,
"step": 137
},
{
"epoch": 0.15527426160337554,
"grad_norm": 0.20366181433200836,
"learning_rate": 2.405152131093926e-05,
"loss": 0.674,
"step": 138
},
{
"epoch": 0.15639943741209564,
"grad_norm": 0.20192216336727142,
"learning_rate": 2.3348413563600325e-05,
"loss": 0.6419,
"step": 139
},
{
"epoch": 0.15752461322081576,
"grad_norm": 0.20215179026126862,
"learning_rate": 2.2652592093878666e-05,
"loss": 0.6013,
"step": 140
},
{
"epoch": 0.15864978902953586,
"grad_norm": 0.2117607742547989,
"learning_rate": 2.196424713241637e-05,
"loss": 0.6145,
"step": 141
},
{
"epoch": 0.15977496483825598,
"grad_norm": 0.22218337655067444,
"learning_rate": 2.128356686585282e-05,
"loss": 0.6115,
"step": 142
},
{
"epoch": 0.16090014064697608,
"grad_norm": 0.23613807559013367,
"learning_rate": 2.061073738537635e-05,
"loss": 0.6019,
"step": 143
},
{
"epoch": 0.1620253164556962,
"grad_norm": 0.23598013818264008,
"learning_rate": 1.9945942635848748e-05,
"loss": 0.5546,
"step": 144
},
{
"epoch": 0.1631504922644163,
"grad_norm": 0.24847006797790527,
"learning_rate": 1.928936436551661e-05,
"loss": 0.5478,
"step": 145
},
{
"epoch": 0.16427566807313643,
"grad_norm": 0.2659261226654053,
"learning_rate": 1.8641182076323148e-05,
"loss": 0.6526,
"step": 146
},
{
"epoch": 0.16540084388185655,
"grad_norm": 0.297800749540329,
"learning_rate": 1.800157297483417e-05,
"loss": 0.5923,
"step": 147
},
{
"epoch": 0.16652601969057665,
"grad_norm": 0.2947784662246704,
"learning_rate": 1.7370711923791567e-05,
"loss": 0.5992,
"step": 148
},
{
"epoch": 0.16765119549929677,
"grad_norm": 0.34464070200920105,
"learning_rate": 1.6748771394307585e-05,
"loss": 0.5523,
"step": 149
},
{
"epoch": 0.16877637130801687,
"grad_norm": 0.47710785269737244,
"learning_rate": 1.6135921418712956e-05,
"loss": 0.6658,
"step": 150
},
{
"epoch": 0.16877637130801687,
"eval_loss": 0.7469105124473572,
"eval_runtime": 73.3748,
"eval_samples_per_second": 20.402,
"eval_steps_per_second": 5.111,
"step": 150
},
{
"epoch": 0.169901547116737,
"grad_norm": 0.1582491099834442,
"learning_rate": 1.553232954407171e-05,
"loss": 0.5628,
"step": 151
},
{
"epoch": 0.1710267229254571,
"grad_norm": 0.1542208045721054,
"learning_rate": 1.4938160786375572e-05,
"loss": 0.4797,
"step": 152
},
{
"epoch": 0.17215189873417722,
"grad_norm": 0.15295161306858063,
"learning_rate": 1.435357758543015e-05,
"loss": 0.5469,
"step": 153
},
{
"epoch": 0.17327707454289734,
"grad_norm": 0.1632860004901886,
"learning_rate": 1.3778739760445552e-05,
"loss": 0.5956,
"step": 154
},
{
"epoch": 0.17440225035161744,
"grad_norm": 0.16465741395950317,
"learning_rate": 1.3213804466343421e-05,
"loss": 0.6921,
"step": 155
},
{
"epoch": 0.17552742616033756,
"grad_norm": 0.1658942550420761,
"learning_rate": 1.2658926150792322e-05,
"loss": 0.6817,
"step": 156
},
{
"epoch": 0.17665260196905766,
"grad_norm": 0.1764805167913437,
"learning_rate": 1.2114256511983274e-05,
"loss": 0.791,
"step": 157
},
{
"epoch": 0.17777777777777778,
"grad_norm": 0.1769816130399704,
"learning_rate": 1.157994445715706e-05,
"loss": 0.7917,
"step": 158
},
{
"epoch": 0.17890295358649788,
"grad_norm": 0.17534379661083221,
"learning_rate": 1.1056136061894384e-05,
"loss": 0.8361,
"step": 159
},
{
"epoch": 0.180028129395218,
"grad_norm": 0.16584567725658417,
"learning_rate": 1.0542974530180327e-05,
"loss": 0.861,
"step": 160
},
{
"epoch": 0.1811533052039381,
"grad_norm": 0.16908419132232666,
"learning_rate": 1.0040600155253765e-05,
"loss": 0.8828,
"step": 161
},
{
"epoch": 0.18227848101265823,
"grad_norm": 0.16447937488555908,
"learning_rate": 9.549150281252633e-06,
"loss": 0.8599,
"step": 162
},
{
"epoch": 0.18340365682137835,
"grad_norm": 0.15618117153644562,
"learning_rate": 9.068759265665384e-06,
"loss": 0.8877,
"step": 163
},
{
"epoch": 0.18452883263009845,
"grad_norm": 0.1508748084306717,
"learning_rate": 8.599558442598998e-06,
"loss": 0.8117,
"step": 164
},
{
"epoch": 0.18565400843881857,
"grad_norm": 0.14652839303016663,
"learning_rate": 8.141676086873572e-06,
"loss": 0.8105,
"step": 165
},
{
"epoch": 0.18677918424753867,
"grad_norm": 0.14726658165454865,
"learning_rate": 7.695237378953223e-06,
"loss": 0.7873,
"step": 166
},
{
"epoch": 0.1879043600562588,
"grad_norm": 0.1607804000377655,
"learning_rate": 7.260364370723044e-06,
"loss": 0.9894,
"step": 167
},
{
"epoch": 0.1890295358649789,
"grad_norm": 0.16779617965221405,
"learning_rate": 6.837175952121306e-06,
"loss": 1.0314,
"step": 168
},
{
"epoch": 0.19015471167369902,
"grad_norm": 0.15478791296482086,
"learning_rate": 6.425787818636131e-06,
"loss": 0.7906,
"step": 169
},
{
"epoch": 0.19127988748241911,
"grad_norm": 0.16402015089988708,
"learning_rate": 6.026312439675552e-06,
"loss": 0.9198,
"step": 170
},
{
"epoch": 0.19240506329113924,
"grad_norm": 0.1725064367055893,
"learning_rate": 5.6388590278194096e-06,
"loss": 1.0657,
"step": 171
},
{
"epoch": 0.19353023909985936,
"grad_norm": 0.16302773356437683,
"learning_rate": 5.263533508961827e-06,
"loss": 0.827,
"step": 172
},
{
"epoch": 0.19465541490857946,
"grad_norm": 0.16457612812519073,
"learning_rate": 4.900438493352055e-06,
"loss": 0.8887,
"step": 173
},
{
"epoch": 0.19578059071729959,
"grad_norm": 0.1730884611606598,
"learning_rate": 4.549673247541875e-06,
"loss": 0.8992,
"step": 174
},
{
"epoch": 0.19690576652601968,
"grad_norm": 0.17574100196361542,
"learning_rate": 4.2113336672471245e-06,
"loss": 0.9013,
"step": 175
},
{
"epoch": 0.1980309423347398,
"grad_norm": 0.17158779501914978,
"learning_rate": 3.885512251130763e-06,
"loss": 0.8673,
"step": 176
},
{
"epoch": 0.1991561181434599,
"grad_norm": 0.18105894327163696,
"learning_rate": 3.5722980755146517e-06,
"loss": 0.9216,
"step": 177
},
{
"epoch": 0.20028129395218003,
"grad_norm": 0.17232400178909302,
"learning_rate": 3.271776770026963e-06,
"loss": 0.8429,
"step": 178
},
{
"epoch": 0.20140646976090015,
"grad_norm": 0.18575268983840942,
"learning_rate": 2.9840304941919415e-06,
"loss": 0.9932,
"step": 179
},
{
"epoch": 0.20253164556962025,
"grad_norm": 0.1802740842103958,
"learning_rate": 2.7091379149682685e-06,
"loss": 0.9037,
"step": 180
},
{
"epoch": 0.20365682137834037,
"grad_norm": 0.1830461174249649,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.8986,
"step": 181
},
{
"epoch": 0.20478199718706047,
"grad_norm": 0.19233980774879456,
"learning_rate": 2.1982109232821178e-06,
"loss": 0.9323,
"step": 182
},
{
"epoch": 0.2059071729957806,
"grad_norm": 0.1919834464788437,
"learning_rate": 1.962316193157593e-06,
"loss": 0.8753,
"step": 183
},
{
"epoch": 0.2070323488045007,
"grad_norm": 0.18953673541545868,
"learning_rate": 1.7395544861325718e-06,
"loss": 0.7629,
"step": 184
},
{
"epoch": 0.20815752461322082,
"grad_norm": 0.19449080526828766,
"learning_rate": 1.5299867030334814e-06,
"loss": 0.8019,
"step": 185
},
{
"epoch": 0.20928270042194091,
"grad_norm": 0.20156420767307281,
"learning_rate": 1.333670137599713e-06,
"loss": 0.8906,
"step": 186
},
{
"epoch": 0.21040787623066104,
"grad_norm": 0.19894199073314667,
"learning_rate": 1.1506584608200367e-06,
"loss": 0.7401,
"step": 187
},
{
"epoch": 0.21153305203938116,
"grad_norm": 0.20983977615833282,
"learning_rate": 9.810017062595322e-07,
"loss": 0.7363,
"step": 188
},
{
"epoch": 0.21265822784810126,
"grad_norm": 0.20518995821475983,
"learning_rate": 8.247462563808817e-07,
"loss": 0.6407,
"step": 189
},
{
"epoch": 0.21378340365682139,
"grad_norm": 0.20329764485359192,
"learning_rate": 6.819348298638839e-07,
"loss": 0.554,
"step": 190
},
{
"epoch": 0.21490857946554148,
"grad_norm": 0.22132454812526703,
"learning_rate": 5.526064699265753e-07,
"loss": 0.6635,
"step": 191
},
{
"epoch": 0.2160337552742616,
"grad_norm": 0.22702468931674957,
"learning_rate": 4.367965336512403e-07,
"loss": 0.6114,
"step": 192
},
{
"epoch": 0.2171589310829817,
"grad_norm": 0.23989348113536835,
"learning_rate": 3.3453668231809286e-07,
"loss": 0.5186,
"step": 193
},
{
"epoch": 0.21828410689170183,
"grad_norm": 0.24007925391197205,
"learning_rate": 2.458548727494292e-07,
"loss": 0.451,
"step": 194
},
{
"epoch": 0.21940928270042195,
"grad_norm": 0.2690707743167877,
"learning_rate": 1.7077534966650766e-07,
"loss": 0.5844,
"step": 195
},
{
"epoch": 0.22053445850914205,
"grad_norm": 0.26564493775367737,
"learning_rate": 1.0931863906127327e-07,
"loss": 0.5892,
"step": 196
},
{
"epoch": 0.22165963431786218,
"grad_norm": 0.28619420528411865,
"learning_rate": 6.150154258476315e-08,
"loss": 0.5762,
"step": 197
},
{
"epoch": 0.22278481012658227,
"grad_norm": 0.31425023078918457,
"learning_rate": 2.7337132953697554e-08,
"loss": 0.5186,
"step": 198
},
{
"epoch": 0.2239099859353024,
"grad_norm": 0.37038055062294006,
"learning_rate": 6.834750376549792e-09,
"loss": 0.5492,
"step": 199
},
{
"epoch": 0.2250351617440225,
"grad_norm": 0.4530652165412903,
"learning_rate": 0.0,
"loss": 0.6368,
"step": 200
},
{
"epoch": 0.2250351617440225,
"eval_loss": 0.7400540113449097,
"eval_runtime": 73.6329,
"eval_samples_per_second": 20.331,
"eval_steps_per_second": 5.093,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.5087188916043776e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}