chchen's picture
End of training
956cab8 verified
{
"best_metric": 0.08639644831418991,
"best_model_checkpoint": "saves/psy-course-info-chain/MentaLLaMA-chat-7B/train/fold2/checkpoint-110",
"epoch": 4.938271604938271,
"eval_steps": 10,
"global_step": 125,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03950617283950617,
"grad_norm": 0.772149384021759,
"learning_rate": 7.692307692307694e-06,
"loss": 0.64,
"step": 1
},
{
"epoch": 0.07901234567901234,
"grad_norm": 0.8438737988471985,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.7052,
"step": 2
},
{
"epoch": 0.11851851851851852,
"grad_norm": 0.7375575304031372,
"learning_rate": 2.307692307692308e-05,
"loss": 0.5818,
"step": 3
},
{
"epoch": 0.1580246913580247,
"grad_norm": 0.8077000975608826,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.6531,
"step": 4
},
{
"epoch": 0.19753086419753085,
"grad_norm": 0.7314829230308533,
"learning_rate": 3.846153846153846e-05,
"loss": 0.6428,
"step": 5
},
{
"epoch": 0.23703703703703705,
"grad_norm": 1.3161226511001587,
"learning_rate": 4.615384615384616e-05,
"loss": 1.2319,
"step": 6
},
{
"epoch": 0.2765432098765432,
"grad_norm": 0.8937004804611206,
"learning_rate": 5.384615384615385e-05,
"loss": 0.5189,
"step": 7
},
{
"epoch": 0.3160493827160494,
"grad_norm": 0.9438484311103821,
"learning_rate": 6.153846153846155e-05,
"loss": 0.6509,
"step": 8
},
{
"epoch": 0.35555555555555557,
"grad_norm": 1.0674121379852295,
"learning_rate": 6.923076923076924e-05,
"loss": 0.5228,
"step": 9
},
{
"epoch": 0.3950617283950617,
"grad_norm": 1.0031065940856934,
"learning_rate": 7.692307692307693e-05,
"loss": 0.3866,
"step": 10
},
{
"epoch": 0.3950617283950617,
"eval_loss": 0.32570451498031616,
"eval_runtime": 24.8124,
"eval_samples_per_second": 1.814,
"eval_steps_per_second": 1.814,
"step": 10
},
{
"epoch": 0.4345679012345679,
"grad_norm": 1.117361307144165,
"learning_rate": 8.461538461538461e-05,
"loss": 0.3251,
"step": 11
},
{
"epoch": 0.4740740740740741,
"grad_norm": 0.6498613357543945,
"learning_rate": 9.230769230769232e-05,
"loss": 0.2418,
"step": 12
},
{
"epoch": 0.5135802469135803,
"grad_norm": 0.3887569308280945,
"learning_rate": 0.0001,
"loss": 0.1588,
"step": 13
},
{
"epoch": 0.5530864197530864,
"grad_norm": 0.40630266070365906,
"learning_rate": 9.998033131915266e-05,
"loss": 0.2048,
"step": 14
},
{
"epoch": 0.5925925925925926,
"grad_norm": 0.4417363703250885,
"learning_rate": 9.992134075089084e-05,
"loss": 0.1627,
"step": 15
},
{
"epoch": 0.6320987654320988,
"grad_norm": 0.35771891474723816,
"learning_rate": 9.982307470588098e-05,
"loss": 0.1805,
"step": 16
},
{
"epoch": 0.671604938271605,
"grad_norm": 0.5804832577705383,
"learning_rate": 9.968561049466214e-05,
"loss": 0.1509,
"step": 17
},
{
"epoch": 0.7111111111111111,
"grad_norm": 0.28622952103614807,
"learning_rate": 9.950905626682228e-05,
"loss": 0.1125,
"step": 18
},
{
"epoch": 0.7506172839506173,
"grad_norm": 0.46204349398612976,
"learning_rate": 9.92935509259118e-05,
"loss": 0.1409,
"step": 19
},
{
"epoch": 0.7901234567901234,
"grad_norm": 0.48902198672294617,
"learning_rate": 9.903926402016153e-05,
"loss": 0.1461,
"step": 20
},
{
"epoch": 0.7901234567901234,
"eval_loss": 0.14785434305667877,
"eval_runtime": 24.7788,
"eval_samples_per_second": 1.816,
"eval_steps_per_second": 1.816,
"step": 20
},
{
"epoch": 0.8296296296296296,
"grad_norm": 0.3153349459171295,
"learning_rate": 9.874639560909117e-05,
"loss": 0.1261,
"step": 21
},
{
"epoch": 0.8691358024691358,
"grad_norm": 0.3094187378883362,
"learning_rate": 9.841517610611309e-05,
"loss": 0.1409,
"step": 22
},
{
"epoch": 0.908641975308642,
"grad_norm": 0.2341873198747635,
"learning_rate": 9.804586609725499e-05,
"loss": 0.1007,
"step": 23
},
{
"epoch": 0.9481481481481482,
"grad_norm": 0.20925667881965637,
"learning_rate": 9.763875613614482e-05,
"loss": 0.1027,
"step": 24
},
{
"epoch": 0.9876543209876543,
"grad_norm": 0.23388352990150452,
"learning_rate": 9.719416651541839e-05,
"loss": 0.1216,
"step": 25
},
{
"epoch": 1.0271604938271606,
"grad_norm": 0.6843671202659607,
"learning_rate": 9.671244701472999e-05,
"loss": 0.268,
"step": 26
},
{
"epoch": 1.0666666666666667,
"grad_norm": 0.22474437952041626,
"learning_rate": 9.619397662556435e-05,
"loss": 0.0738,
"step": 27
},
{
"epoch": 1.106172839506173,
"grad_norm": 0.3029688000679016,
"learning_rate": 9.563916325306594e-05,
"loss": 0.163,
"step": 28
},
{
"epoch": 1.145679012345679,
"grad_norm": 0.2332800328731537,
"learning_rate": 9.504844339512095e-05,
"loss": 0.0913,
"step": 29
},
{
"epoch": 1.1851851851851851,
"grad_norm": 0.3389436602592468,
"learning_rate": 9.442228179894362e-05,
"loss": 0.1416,
"step": 30
},
{
"epoch": 1.1851851851851851,
"eval_loss": 0.11412136256694794,
"eval_runtime": 24.7848,
"eval_samples_per_second": 1.816,
"eval_steps_per_second": 1.816,
"step": 30
},
{
"epoch": 1.2246913580246914,
"grad_norm": 0.23156620562076569,
"learning_rate": 9.376117109543769e-05,
"loss": 0.0958,
"step": 31
},
{
"epoch": 1.2641975308641975,
"grad_norm": 0.1964586228132248,
"learning_rate": 9.306563141162046e-05,
"loss": 0.0906,
"step": 32
},
{
"epoch": 1.3037037037037038,
"grad_norm": 0.3127536177635193,
"learning_rate": 9.233620996141421e-05,
"loss": 0.1221,
"step": 33
},
{
"epoch": 1.34320987654321,
"grad_norm": 0.2193470150232315,
"learning_rate": 9.157348061512727e-05,
"loss": 0.0756,
"step": 34
},
{
"epoch": 1.382716049382716,
"grad_norm": 0.3020366430282593,
"learning_rate": 9.077804344796302e-05,
"loss": 0.1097,
"step": 35
},
{
"epoch": 1.4222222222222223,
"grad_norm": 0.2154160439968109,
"learning_rate": 8.995052426791247e-05,
"loss": 0.096,
"step": 36
},
{
"epoch": 1.4617283950617284,
"grad_norm": 0.16960011422634125,
"learning_rate": 8.90915741234015e-05,
"loss": 0.0619,
"step": 37
},
{
"epoch": 1.5012345679012347,
"grad_norm": 0.2908982038497925,
"learning_rate": 8.820186879108038e-05,
"loss": 0.1137,
"step": 38
},
{
"epoch": 1.5407407407407407,
"grad_norm": 0.2491985559463501,
"learning_rate": 8.728210824415827e-05,
"loss": 0.1078,
"step": 39
},
{
"epoch": 1.5802469135802468,
"grad_norm": 0.22408314049243927,
"learning_rate": 8.633301610170135e-05,
"loss": 0.0776,
"step": 40
},
{
"epoch": 1.5802469135802468,
"eval_loss": 0.10050783306360245,
"eval_runtime": 24.7945,
"eval_samples_per_second": 1.815,
"eval_steps_per_second": 1.815,
"step": 40
},
{
"epoch": 1.6197530864197531,
"grad_norm": 0.23565658926963806,
"learning_rate": 8.535533905932738e-05,
"loss": 0.0753,
"step": 41
},
{
"epoch": 1.6592592592592592,
"grad_norm": 0.2485012710094452,
"learning_rate": 8.434984630174509e-05,
"loss": 0.1028,
"step": 42
},
{
"epoch": 1.6987654320987655,
"grad_norm": 0.2391873449087143,
"learning_rate": 8.33173288976002e-05,
"loss": 0.0812,
"step": 43
},
{
"epoch": 1.7382716049382716,
"grad_norm": 0.2207205444574356,
"learning_rate": 8.225859917710439e-05,
"loss": 0.0868,
"step": 44
},
{
"epoch": 1.7777777777777777,
"grad_norm": 1.3163838386535645,
"learning_rate": 8.117449009293668e-05,
"loss": 0.6011,
"step": 45
},
{
"epoch": 1.817283950617284,
"grad_norm": 0.28205960988998413,
"learning_rate": 8.006585456492029e-05,
"loss": 0.0981,
"step": 46
},
{
"epoch": 1.8567901234567903,
"grad_norm": 0.2213909775018692,
"learning_rate": 7.89335648089903e-05,
"loss": 0.0795,
"step": 47
},
{
"epoch": 1.8962962962962964,
"grad_norm": 0.22839370369911194,
"learning_rate": 7.777851165098012e-05,
"loss": 0.0714,
"step": 48
},
{
"epoch": 1.9358024691358025,
"grad_norm": 0.22298012673854828,
"learning_rate": 7.660160382576683e-05,
"loss": 0.0705,
"step": 49
},
{
"epoch": 1.9753086419753085,
"grad_norm": 0.26656123995780945,
"learning_rate": 7.540376726232648e-05,
"loss": 0.1284,
"step": 50
},
{
"epoch": 1.9753086419753085,
"eval_loss": 0.09547383338212967,
"eval_runtime": 24.7961,
"eval_samples_per_second": 1.815,
"eval_steps_per_second": 1.815,
"step": 50
},
{
"epoch": 2.0148148148148146,
"grad_norm": 0.4964837431907654,
"learning_rate": 7.4185944355262e-05,
"loss": 0.1919,
"step": 51
},
{
"epoch": 2.054320987654321,
"grad_norm": 0.20750653743743896,
"learning_rate": 7.294909322337689e-05,
"loss": 0.068,
"step": 52
},
{
"epoch": 2.093827160493827,
"grad_norm": 0.19626370072364807,
"learning_rate": 7.169418695587791e-05,
"loss": 0.0801,
"step": 53
},
{
"epoch": 2.1333333333333333,
"grad_norm": 0.2759949862957001,
"learning_rate": 7.042221284679982e-05,
"loss": 0.0982,
"step": 54
},
{
"epoch": 2.1728395061728394,
"grad_norm": 0.2729087769985199,
"learning_rate": 6.91341716182545e-05,
"loss": 0.0578,
"step": 55
},
{
"epoch": 2.212345679012346,
"grad_norm": 0.21501068770885468,
"learning_rate": 6.783107663311565e-05,
"loss": 0.0686,
"step": 56
},
{
"epoch": 2.251851851851852,
"grad_norm": 0.2189883589744568,
"learning_rate": 6.651395309775837e-05,
"loss": 0.1039,
"step": 57
},
{
"epoch": 2.291358024691358,
"grad_norm": 0.21976900100708008,
"learning_rate": 6.518383725548074e-05,
"loss": 0.0606,
"step": 58
},
{
"epoch": 2.330864197530864,
"grad_norm": 0.2630636990070343,
"learning_rate": 6.384177557124247e-05,
"loss": 0.1034,
"step": 59
},
{
"epoch": 2.3703703703703702,
"grad_norm": 0.25591370463371277,
"learning_rate": 6.248882390836135e-05,
"loss": 0.0614,
"step": 60
},
{
"epoch": 2.3703703703703702,
"eval_loss": 0.0925067812204361,
"eval_runtime": 24.7877,
"eval_samples_per_second": 1.815,
"eval_steps_per_second": 1.815,
"step": 60
},
{
"epoch": 2.4098765432098768,
"grad_norm": 0.2179541289806366,
"learning_rate": 6.112604669781572e-05,
"loss": 0.0442,
"step": 61
},
{
"epoch": 2.449382716049383,
"grad_norm": 0.3989110589027405,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.0716,
"step": 62
},
{
"epoch": 2.488888888888889,
"grad_norm": 0.23151126503944397,
"learning_rate": 5.837531116523682e-05,
"loss": 0.0765,
"step": 63
},
{
"epoch": 2.528395061728395,
"grad_norm": 0.3186756670475006,
"learning_rate": 5.698951697677498e-05,
"loss": 0.0867,
"step": 64
},
{
"epoch": 2.567901234567901,
"grad_norm": 0.23965106904506683,
"learning_rate": 5.559822380516539e-05,
"loss": 0.0693,
"step": 65
},
{
"epoch": 2.6074074074074076,
"grad_norm": 0.2724037766456604,
"learning_rate": 5.420252624646238e-05,
"loss": 0.0883,
"step": 66
},
{
"epoch": 2.6469135802469137,
"grad_norm": 0.19838418066501617,
"learning_rate": 5.2803522361859594e-05,
"loss": 0.0374,
"step": 67
},
{
"epoch": 2.68641975308642,
"grad_norm": 0.2965606451034546,
"learning_rate": 5.140231281379345e-05,
"loss": 0.0747,
"step": 68
},
{
"epoch": 2.725925925925926,
"grad_norm": 0.2672410309314728,
"learning_rate": 5e-05,
"loss": 0.0884,
"step": 69
},
{
"epoch": 2.765432098765432,
"grad_norm": 0.3098633885383606,
"learning_rate": 4.859768718620656e-05,
"loss": 0.0718,
"step": 70
},
{
"epoch": 2.765432098765432,
"eval_loss": 0.09093321859836578,
"eval_runtime": 24.7969,
"eval_samples_per_second": 1.815,
"eval_steps_per_second": 1.815,
"step": 70
},
{
"epoch": 2.8049382716049385,
"grad_norm": 0.3163372874259949,
"learning_rate": 4.7196477638140404e-05,
"loss": 0.0539,
"step": 71
},
{
"epoch": 2.8444444444444446,
"grad_norm": 0.2201339453458786,
"learning_rate": 4.579747375353763e-05,
"loss": 0.0621,
"step": 72
},
{
"epoch": 2.8839506172839506,
"grad_norm": 0.23914173245429993,
"learning_rate": 4.4401776194834613e-05,
"loss": 0.0695,
"step": 73
},
{
"epoch": 2.9234567901234567,
"grad_norm": 0.9590194821357727,
"learning_rate": 4.3010483023225045e-05,
"loss": 0.5062,
"step": 74
},
{
"epoch": 2.962962962962963,
"grad_norm": 0.35146364569664,
"learning_rate": 4.162468883476319e-05,
"loss": 0.114,
"step": 75
},
{
"epoch": 3.0024691358024693,
"grad_norm": 0.48039498925209045,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.1096,
"step": 76
},
{
"epoch": 3.0419753086419754,
"grad_norm": 0.24013695120811462,
"learning_rate": 3.887395330218429e-05,
"loss": 0.0575,
"step": 77
},
{
"epoch": 3.0814814814814815,
"grad_norm": 0.6489439606666565,
"learning_rate": 3.7511176091638653e-05,
"loss": 0.4444,
"step": 78
},
{
"epoch": 3.1209876543209876,
"grad_norm": 0.35072818398475647,
"learning_rate": 3.6158224428757535e-05,
"loss": 0.0686,
"step": 79
},
{
"epoch": 3.1604938271604937,
"grad_norm": 0.24817728996276855,
"learning_rate": 3.4816162744519263e-05,
"loss": 0.0483,
"step": 80
},
{
"epoch": 3.1604938271604937,
"eval_loss": 0.08724228292703629,
"eval_runtime": 24.7767,
"eval_samples_per_second": 1.816,
"eval_steps_per_second": 1.816,
"step": 80
},
{
"epoch": 3.2,
"grad_norm": 0.23139391839504242,
"learning_rate": 3.3486046902241664e-05,
"loss": 0.0758,
"step": 81
},
{
"epoch": 3.2395061728395063,
"grad_norm": 0.2520310580730438,
"learning_rate": 3.216892336688435e-05,
"loss": 0.0552,
"step": 82
},
{
"epoch": 3.2790123456790123,
"grad_norm": 0.2255639284849167,
"learning_rate": 3.086582838174551e-05,
"loss": 0.055,
"step": 83
},
{
"epoch": 3.3185185185185184,
"grad_norm": 0.2261783480644226,
"learning_rate": 2.9577787153200197e-05,
"loss": 0.0749,
"step": 84
},
{
"epoch": 3.3580246913580245,
"grad_norm": 0.24274060130119324,
"learning_rate": 2.8305813044122097e-05,
"loss": 0.0586,
"step": 85
},
{
"epoch": 3.397530864197531,
"grad_norm": 0.24875684082508087,
"learning_rate": 2.705090677662311e-05,
"loss": 0.0792,
"step": 86
},
{
"epoch": 3.437037037037037,
"grad_norm": 0.24777759611606598,
"learning_rate": 2.581405564473801e-05,
"loss": 0.0442,
"step": 87
},
{
"epoch": 3.476543209876543,
"grad_norm": 0.21496568620204926,
"learning_rate": 2.459623273767354e-05,
"loss": 0.0389,
"step": 88
},
{
"epoch": 3.5160493827160493,
"grad_norm": 0.2810584306716919,
"learning_rate": 2.3398396174233178e-05,
"loss": 0.0569,
"step": 89
},
{
"epoch": 3.5555555555555554,
"grad_norm": 0.19330354034900665,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.0421,
"step": 90
},
{
"epoch": 3.5555555555555554,
"eval_loss": 0.08732187002897263,
"eval_runtime": 24.7583,
"eval_samples_per_second": 1.818,
"eval_steps_per_second": 1.818,
"step": 90
},
{
"epoch": 3.595061728395062,
"grad_norm": 0.27564504742622375,
"learning_rate": 2.1066435191009715e-05,
"loss": 0.1067,
"step": 91
},
{
"epoch": 3.634567901234568,
"grad_norm": 0.22622695565223694,
"learning_rate": 1.9934145435079702e-05,
"loss": 0.061,
"step": 92
},
{
"epoch": 3.674074074074074,
"grad_norm": 0.22893360257148743,
"learning_rate": 1.8825509907063327e-05,
"loss": 0.0501,
"step": 93
},
{
"epoch": 3.71358024691358,
"grad_norm": 0.19763456284999847,
"learning_rate": 1.774140082289563e-05,
"loss": 0.0622,
"step": 94
},
{
"epoch": 3.753086419753086,
"grad_norm": 0.24398531019687653,
"learning_rate": 1.6682671102399805e-05,
"loss": 0.0896,
"step": 95
},
{
"epoch": 3.7925925925925927,
"grad_norm": 0.23638160526752472,
"learning_rate": 1.5650153698254916e-05,
"loss": 0.0658,
"step": 96
},
{
"epoch": 3.832098765432099,
"grad_norm": 0.19654731452465057,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.0421,
"step": 97
},
{
"epoch": 3.871604938271605,
"grad_norm": 0.26146942377090454,
"learning_rate": 1.3666983898298657e-05,
"loss": 0.0634,
"step": 98
},
{
"epoch": 3.911111111111111,
"grad_norm": 0.286037802696228,
"learning_rate": 1.2717891755841722e-05,
"loss": 0.0618,
"step": 99
},
{
"epoch": 3.950617283950617,
"grad_norm": 0.23712097108364105,
"learning_rate": 1.1798131208919627e-05,
"loss": 0.0594,
"step": 100
},
{
"epoch": 3.950617283950617,
"eval_loss": 0.08704684674739838,
"eval_runtime": 24.7479,
"eval_samples_per_second": 1.818,
"eval_steps_per_second": 1.818,
"step": 100
},
{
"epoch": 3.9901234567901236,
"grad_norm": 0.38823768496513367,
"learning_rate": 1.090842587659851e-05,
"loss": 0.0889,
"step": 101
},
{
"epoch": 4.029629629629629,
"grad_norm": 0.5831246972084045,
"learning_rate": 1.004947573208756e-05,
"loss": 0.0997,
"step": 102
},
{
"epoch": 4.069135802469136,
"grad_norm": 0.2512650787830353,
"learning_rate": 9.221956552036992e-06,
"loss": 0.0529,
"step": 103
},
{
"epoch": 4.108641975308642,
"grad_norm": 0.22888073325157166,
"learning_rate": 8.426519384872733e-06,
"loss": 0.0553,
"step": 104
},
{
"epoch": 4.148148148148148,
"grad_norm": 0.22015266120433807,
"learning_rate": 7.663790038585793e-06,
"loss": 0.0529,
"step": 105
},
{
"epoch": 4.187654320987654,
"grad_norm": 0.21228307485580444,
"learning_rate": 6.934368588379553e-06,
"loss": 0.0505,
"step": 106
},
{
"epoch": 4.22716049382716,
"grad_norm": 0.23412545025348663,
"learning_rate": 6.238828904562316e-06,
"loss": 0.0619,
"step": 107
},
{
"epoch": 4.266666666666667,
"grad_norm": 0.2685701549053192,
"learning_rate": 5.577718201056392e-06,
"loss": 0.0609,
"step": 108
},
{
"epoch": 4.306172839506173,
"grad_norm": 0.28207308053970337,
"learning_rate": 4.951556604879048e-06,
"loss": 0.0626,
"step": 109
},
{
"epoch": 4.345679012345679,
"grad_norm": 0.20573092997074127,
"learning_rate": 4.360836746934055e-06,
"loss": 0.0526,
"step": 110
},
{
"epoch": 4.345679012345679,
"eval_loss": 0.08639644831418991,
"eval_runtime": 24.7528,
"eval_samples_per_second": 1.818,
"eval_steps_per_second": 1.818,
"step": 110
},
{
"epoch": 4.385185185185185,
"grad_norm": 0.29032766819000244,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.0554,
"step": 111
},
{
"epoch": 4.424691358024692,
"grad_norm": 0.33361726999282837,
"learning_rate": 3.2875529852700147e-06,
"loss": 0.0519,
"step": 112
},
{
"epoch": 4.4641975308641975,
"grad_norm": 0.2849586606025696,
"learning_rate": 2.8058334845816213e-06,
"loss": 0.0707,
"step": 113
},
{
"epoch": 4.503703703703704,
"grad_norm": 0.3416891098022461,
"learning_rate": 2.361243863855184e-06,
"loss": 0.1072,
"step": 114
},
{
"epoch": 4.54320987654321,
"grad_norm": 0.2449430674314499,
"learning_rate": 1.9541339027450256e-06,
"loss": 0.0268,
"step": 115
},
{
"epoch": 4.582716049382716,
"grad_norm": 0.2408374696969986,
"learning_rate": 1.584823893886933e-06,
"loss": 0.0584,
"step": 116
},
{
"epoch": 4.622222222222222,
"grad_norm": 0.23224718868732452,
"learning_rate": 1.2536043909088191e-06,
"loss": 0.039,
"step": 117
},
{
"epoch": 4.661728395061728,
"grad_norm": 0.3022216856479645,
"learning_rate": 9.607359798384785e-07,
"loss": 0.0744,
"step": 118
},
{
"epoch": 4.701234567901235,
"grad_norm": 0.2742868959903717,
"learning_rate": 7.064490740882057e-07,
"loss": 0.069,
"step": 119
},
{
"epoch": 4.7407407407407405,
"grad_norm": 0.24444344639778137,
"learning_rate": 4.909437331777179e-07,
"loss": 0.0656,
"step": 120
},
{
"epoch": 4.7407407407407405,
"eval_loss": 0.08666669577360153,
"eval_runtime": 24.7592,
"eval_samples_per_second": 1.818,
"eval_steps_per_second": 1.818,
"step": 120
},
{
"epoch": 4.780246913580247,
"grad_norm": 0.2698964476585388,
"learning_rate": 3.143895053378698e-07,
"loss": 0.0703,
"step": 121
},
{
"epoch": 4.8197530864197535,
"grad_norm": 0.22402559220790863,
"learning_rate": 1.7692529411904578e-07,
"loss": 0.039,
"step": 122
},
{
"epoch": 4.859259259259259,
"grad_norm": 0.1828380972146988,
"learning_rate": 7.865924910916977e-08,
"loss": 0.056,
"step": 123
},
{
"epoch": 4.898765432098766,
"grad_norm": 0.22039921581745148,
"learning_rate": 1.9668680847356735e-08,
"loss": 0.0557,
"step": 124
},
{
"epoch": 4.938271604938271,
"grad_norm": 1.0016368627548218,
"learning_rate": 0.0,
"loss": 0.3846,
"step": 125
},
{
"epoch": 4.938271604938271,
"step": 125,
"total_flos": 1.4059466194275533e+17,
"train_loss": 0.14620321166515352,
"train_runtime": 4226.743,
"train_samples_per_second": 0.479,
"train_steps_per_second": 0.03
}
],
"logging_steps": 1,
"max_steps": 125,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 10,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.4059466194275533e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}