samuellimabraz's picture
End of training
6b2d855 verified
{
"best_metric": 0.04876178875565529,
"best_model_checkpoint": "/content/train/Qwen2-VL-7B-Instruct-unsloth-r4-rslora-bf16-tuned/checkpoint-220",
"epoch": 1.6629001883239172,
"eval_steps": 10,
"global_step": 220,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.007532956685499058,
"grad_norm": 0.29860490560531616,
"learning_rate": 1e-05,
"loss": 1.462,
"step": 1
},
{
"epoch": 0.015065913370998116,
"grad_norm": 0.5057499408721924,
"learning_rate": 2e-05,
"loss": 1.5835,
"step": 2
},
{
"epoch": 0.022598870056497175,
"grad_norm": 0.32325854897499084,
"learning_rate": 3e-05,
"loss": 1.4388,
"step": 3
},
{
"epoch": 0.030131826741996232,
"grad_norm": 0.357746422290802,
"learning_rate": 4e-05,
"loss": 1.5551,
"step": 4
},
{
"epoch": 0.03766478342749529,
"grad_norm": 0.6203590035438538,
"learning_rate": 5e-05,
"loss": 1.6868,
"step": 5
},
{
"epoch": 0.04519774011299435,
"grad_norm": 0.3148535192012787,
"learning_rate": 6e-05,
"loss": 1.2584,
"step": 6
},
{
"epoch": 0.05273069679849341,
"grad_norm": 0.8858975768089294,
"learning_rate": 7e-05,
"loss": 1.4839,
"step": 7
},
{
"epoch": 0.060263653483992465,
"grad_norm": 0.41307175159454346,
"learning_rate": 8e-05,
"loss": 1.465,
"step": 8
},
{
"epoch": 0.06779661016949153,
"grad_norm": 0.711910605430603,
"learning_rate": 9e-05,
"loss": 1.4146,
"step": 9
},
{
"epoch": 0.07532956685499058,
"grad_norm": 0.6907219886779785,
"learning_rate": 0.0001,
"loss": 1.5244,
"step": 10
},
{
"epoch": 0.07532956685499058,
"eval_loss": 1.4021275043487549,
"eval_runtime": 60.9671,
"eval_samples_per_second": 1.23,
"eval_steps_per_second": 0.623,
"step": 10
},
{
"epoch": 0.08286252354048965,
"grad_norm": 0.6071083545684814,
"learning_rate": 9.999834399079165e-05,
"loss": 1.5861,
"step": 11
},
{
"epoch": 0.0903954802259887,
"grad_norm": 0.4335213601589203,
"learning_rate": 9.99933760728612e-05,
"loss": 1.3366,
"step": 12
},
{
"epoch": 0.09792843691148775,
"grad_norm": 0.43898504972457886,
"learning_rate": 9.99850965752854e-05,
"loss": 1.2906,
"step": 13
},
{
"epoch": 0.10546139359698682,
"grad_norm": 0.400079607963562,
"learning_rate": 9.997350604650123e-05,
"loss": 1.2677,
"step": 14
},
{
"epoch": 0.11299435028248588,
"grad_norm": 0.41405242681503296,
"learning_rate": 9.995860525426954e-05,
"loss": 1.285,
"step": 15
},
{
"epoch": 0.12052730696798493,
"grad_norm": 0.7896008491516113,
"learning_rate": 9.994039518562432e-05,
"loss": 1.1366,
"step": 16
},
{
"epoch": 0.128060263653484,
"grad_norm": 0.45816895365715027,
"learning_rate": 9.991887704680724e-05,
"loss": 1.2656,
"step": 17
},
{
"epoch": 0.13559322033898305,
"grad_norm": 0.5465638637542725,
"learning_rate": 9.989405226318772e-05,
"loss": 1.362,
"step": 18
},
{
"epoch": 0.1431261770244821,
"grad_norm": 0.46899810433387756,
"learning_rate": 9.986592247916858e-05,
"loss": 1.1479,
"step": 19
},
{
"epoch": 0.15065913370998116,
"grad_norm": 0.5480923056602478,
"learning_rate": 9.983448955807708e-05,
"loss": 1.1834,
"step": 20
},
{
"epoch": 0.15065913370998116,
"eval_loss": 1.1339441537857056,
"eval_runtime": 50.1262,
"eval_samples_per_second": 1.496,
"eval_steps_per_second": 0.758,
"step": 20
},
{
"epoch": 0.15819209039548024,
"grad_norm": 0.6135687232017517,
"learning_rate": 9.979975558204147e-05,
"loss": 1.1895,
"step": 21
},
{
"epoch": 0.1657250470809793,
"grad_norm": 0.6562265753746033,
"learning_rate": 9.976172285185314e-05,
"loss": 1.1213,
"step": 22
},
{
"epoch": 0.17325800376647835,
"grad_norm": 0.7003594040870667,
"learning_rate": 9.972039388681413e-05,
"loss": 1.1117,
"step": 23
},
{
"epoch": 0.1807909604519774,
"grad_norm": 0.6009169220924377,
"learning_rate": 9.967577142457032e-05,
"loss": 1.0146,
"step": 24
},
{
"epoch": 0.18832391713747645,
"grad_norm": 0.9375618696212769,
"learning_rate": 9.962785842093003e-05,
"loss": 1.0485,
"step": 25
},
{
"epoch": 0.1958568738229755,
"grad_norm": 0.7120280861854553,
"learning_rate": 9.957665804966829e-05,
"loss": 0.8638,
"step": 26
},
{
"epoch": 0.2033898305084746,
"grad_norm": 0.9676161408424377,
"learning_rate": 9.952217370231653e-05,
"loss": 0.9569,
"step": 27
},
{
"epoch": 0.21092278719397364,
"grad_norm": 0.8478333353996277,
"learning_rate": 9.946440898793801e-05,
"loss": 0.8989,
"step": 28
},
{
"epoch": 0.2184557438794727,
"grad_norm": 0.9060878753662109,
"learning_rate": 9.940336773288865e-05,
"loss": 0.8083,
"step": 29
},
{
"epoch": 0.22598870056497175,
"grad_norm": 0.9778569936752319,
"learning_rate": 9.933905398056372e-05,
"loss": 0.7268,
"step": 30
},
{
"epoch": 0.22598870056497175,
"eval_loss": 0.7190647125244141,
"eval_runtime": 50.1226,
"eval_samples_per_second": 1.496,
"eval_steps_per_second": 0.758,
"step": 30
},
{
"epoch": 0.2335216572504708,
"grad_norm": 0.9858911633491516,
"learning_rate": 9.92714719911298e-05,
"loss": 0.6885,
"step": 31
},
{
"epoch": 0.24105461393596986,
"grad_norm": 1.0453399419784546,
"learning_rate": 9.920062624124282e-05,
"loss": 0.6971,
"step": 32
},
{
"epoch": 0.24858757062146894,
"grad_norm": 0.9439508318901062,
"learning_rate": 9.912652142375132e-05,
"loss": 0.7523,
"step": 33
},
{
"epoch": 0.256120527306968,
"grad_norm": 0.8011656999588013,
"learning_rate": 9.904916244738571e-05,
"loss": 0.6094,
"step": 34
},
{
"epoch": 0.263653483992467,
"grad_norm": 0.8053231835365295,
"learning_rate": 9.896855443643308e-05,
"loss": 0.5719,
"step": 35
},
{
"epoch": 0.2711864406779661,
"grad_norm": 0.7347720265388489,
"learning_rate": 9.888470273039775e-05,
"loss": 0.5913,
"step": 36
},
{
"epoch": 0.2787193973634652,
"grad_norm": 0.8015826344490051,
"learning_rate": 9.879761288364766e-05,
"loss": 0.5636,
"step": 37
},
{
"epoch": 0.2862523540489642,
"grad_norm": 0.4674820303916931,
"learning_rate": 9.870729066504629e-05,
"loss": 0.4962,
"step": 38
},
{
"epoch": 0.2937853107344633,
"grad_norm": 0.3237204849720001,
"learning_rate": 9.861374205757068e-05,
"loss": 0.5201,
"step": 39
},
{
"epoch": 0.3013182674199623,
"grad_norm": 0.3314957320690155,
"learning_rate": 9.851697325791505e-05,
"loss": 0.5162,
"step": 40
},
{
"epoch": 0.3013182674199623,
"eval_loss": 0.4833310544490814,
"eval_runtime": 50.1791,
"eval_samples_per_second": 1.495,
"eval_steps_per_second": 0.757,
"step": 40
},
{
"epoch": 0.3088512241054614,
"grad_norm": 0.44042736291885376,
"learning_rate": 9.841699067608033e-05,
"loss": 0.4832,
"step": 41
},
{
"epoch": 0.3163841807909605,
"grad_norm": 0.5744893550872803,
"learning_rate": 9.831380093494957e-05,
"loss": 0.4676,
"step": 42
},
{
"epoch": 0.3239171374764595,
"grad_norm": 0.6231745481491089,
"learning_rate": 9.820741086984924e-05,
"loss": 0.4778,
"step": 43
},
{
"epoch": 0.3314500941619586,
"grad_norm": 0.652641773223877,
"learning_rate": 9.809782752809644e-05,
"loss": 0.4618,
"step": 44
},
{
"epoch": 0.3389830508474576,
"grad_norm": 0.34044504165649414,
"learning_rate": 9.798505816853208e-05,
"loss": 0.5053,
"step": 45
},
{
"epoch": 0.3465160075329567,
"grad_norm": 0.3873239755630493,
"learning_rate": 9.786911026104007e-05,
"loss": 0.4319,
"step": 46
},
{
"epoch": 0.3540489642184557,
"grad_norm": 0.34049129486083984,
"learning_rate": 9.774999148605251e-05,
"loss": 0.4713,
"step": 47
},
{
"epoch": 0.3615819209039548,
"grad_norm": 0.39110735058784485,
"learning_rate": 9.762770973404094e-05,
"loss": 0.4605,
"step": 48
},
{
"epoch": 0.3691148775894539,
"grad_norm": 0.3248206675052643,
"learning_rate": 9.750227310499366e-05,
"loss": 0.4259,
"step": 49
},
{
"epoch": 0.3766478342749529,
"grad_norm": 0.624284029006958,
"learning_rate": 9.737368990787916e-05,
"loss": 0.3921,
"step": 50
},
{
"epoch": 0.3766478342749529,
"eval_loss": 0.42401236295700073,
"eval_runtime": 50.1482,
"eval_samples_per_second": 1.496,
"eval_steps_per_second": 0.758,
"step": 50
},
{
"epoch": 0.384180790960452,
"grad_norm": 0.3228764533996582,
"learning_rate": 9.72419686600958e-05,
"loss": 0.4269,
"step": 51
},
{
"epoch": 0.391713747645951,
"grad_norm": 0.2958717346191406,
"learning_rate": 9.710711808690754e-05,
"loss": 0.4804,
"step": 52
},
{
"epoch": 0.3992467043314501,
"grad_norm": 0.5469731092453003,
"learning_rate": 9.696914712086603e-05,
"loss": 0.4463,
"step": 53
},
{
"epoch": 0.4067796610169492,
"grad_norm": 0.35308223962783813,
"learning_rate": 9.682806490121885e-05,
"loss": 0.3708,
"step": 54
},
{
"epoch": 0.4143126177024482,
"grad_norm": 0.4369649589061737,
"learning_rate": 9.668388077330421e-05,
"loss": 0.4226,
"step": 55
},
{
"epoch": 0.4218455743879473,
"grad_norm": 0.7406517863273621,
"learning_rate": 9.653660428793188e-05,
"loss": 0.4082,
"step": 56
},
{
"epoch": 0.4293785310734463,
"grad_norm": 0.4191276729106903,
"learning_rate": 9.638624520075046e-05,
"loss": 0.3736,
"step": 57
},
{
"epoch": 0.4369114877589454,
"grad_norm": 0.3738877475261688,
"learning_rate": 9.623281347160127e-05,
"loss": 0.3987,
"step": 58
},
{
"epoch": 0.4444444444444444,
"grad_norm": 0.3371034562587738,
"learning_rate": 9.607631926385859e-05,
"loss": 0.4276,
"step": 59
},
{
"epoch": 0.4519774011299435,
"grad_norm": 0.3625945746898651,
"learning_rate": 9.591677294375636e-05,
"loss": 0.3952,
"step": 60
},
{
"epoch": 0.4519774011299435,
"eval_loss": 0.3758457601070404,
"eval_runtime": 50.0723,
"eval_samples_per_second": 1.498,
"eval_steps_per_second": 0.759,
"step": 60
},
{
"epoch": 0.4595103578154426,
"grad_norm": 0.4314848780632019,
"learning_rate": 9.575418507970161e-05,
"loss": 0.4264,
"step": 61
},
{
"epoch": 0.4670433145009416,
"grad_norm": 0.3458515703678131,
"learning_rate": 9.558856644157432e-05,
"loss": 0.3845,
"step": 62
},
{
"epoch": 0.4745762711864407,
"grad_norm": 0.30270910263061523,
"learning_rate": 9.541992800001409e-05,
"loss": 0.3984,
"step": 63
},
{
"epoch": 0.4821092278719397,
"grad_norm": 0.3931046426296234,
"learning_rate": 9.52482809256934e-05,
"loss": 0.4019,
"step": 64
},
{
"epoch": 0.4896421845574388,
"grad_norm": 0.49052339792251587,
"learning_rate": 9.507363658857768e-05,
"loss": 0.4353,
"step": 65
},
{
"epoch": 0.4971751412429379,
"grad_norm": 0.3206973075866699,
"learning_rate": 9.489600655717217e-05,
"loss": 0.4599,
"step": 66
},
{
"epoch": 0.504708097928437,
"grad_norm": 0.36185964941978455,
"learning_rate": 9.471540259775554e-05,
"loss": 0.3684,
"step": 67
},
{
"epoch": 0.512241054613936,
"grad_norm": 0.4438144266605377,
"learning_rate": 9.453183667360062e-05,
"loss": 0.3924,
"step": 68
},
{
"epoch": 0.519774011299435,
"grad_norm": 0.408000111579895,
"learning_rate": 9.43453209441818e-05,
"loss": 0.3165,
"step": 69
},
{
"epoch": 0.527306967984934,
"grad_norm": 0.5293291211128235,
"learning_rate": 9.415586776436973e-05,
"loss": 0.3696,
"step": 70
},
{
"epoch": 0.527306967984934,
"eval_loss": 0.3250181972980499,
"eval_runtime": 50.0681,
"eval_samples_per_second": 1.498,
"eval_steps_per_second": 0.759,
"step": 70
},
{
"epoch": 0.5348399246704332,
"grad_norm": 0.7923517227172852,
"learning_rate": 9.396348968361281e-05,
"loss": 0.388,
"step": 71
},
{
"epoch": 0.5423728813559322,
"grad_norm": 0.5696645975112915,
"learning_rate": 9.376819944510598e-05,
"loss": 0.3383,
"step": 72
},
{
"epoch": 0.5499058380414312,
"grad_norm": 0.8812904357910156,
"learning_rate": 9.357000998494656e-05,
"loss": 0.2872,
"step": 73
},
{
"epoch": 0.5574387947269304,
"grad_norm": 0.4949493110179901,
"learning_rate": 9.336893443127738e-05,
"loss": 0.3039,
"step": 74
},
{
"epoch": 0.5649717514124294,
"grad_norm": 0.40088051557540894,
"learning_rate": 9.31649861034172e-05,
"loss": 0.3246,
"step": 75
},
{
"epoch": 0.5725047080979284,
"grad_norm": 0.40099695324897766,
"learning_rate": 9.295817851097837e-05,
"loss": 0.3544,
"step": 76
},
{
"epoch": 0.5800376647834274,
"grad_norm": 0.4039609432220459,
"learning_rate": 9.274852535297198e-05,
"loss": 0.333,
"step": 77
},
{
"epoch": 0.5875706214689266,
"grad_norm": 0.46073368191719055,
"learning_rate": 9.253604051690046e-05,
"loss": 0.2505,
"step": 78
},
{
"epoch": 0.5951035781544256,
"grad_norm": 0.3831747770309448,
"learning_rate": 9.232073807783759e-05,
"loss": 0.2545,
"step": 79
},
{
"epoch": 0.6026365348399246,
"grad_norm": 0.668875515460968,
"learning_rate": 9.210263229749626e-05,
"loss": 0.2892,
"step": 80
},
{
"epoch": 0.6026365348399246,
"eval_loss": 0.25938624143600464,
"eval_runtime": 50.0589,
"eval_samples_per_second": 1.498,
"eval_steps_per_second": 0.759,
"step": 80
},
{
"epoch": 0.6101694915254238,
"grad_norm": 0.4702552556991577,
"learning_rate": 9.188173762328367e-05,
"loss": 0.259,
"step": 81
},
{
"epoch": 0.6177024482109228,
"grad_norm": 0.6220546364784241,
"learning_rate": 9.165806868734444e-05,
"loss": 0.2636,
"step": 82
},
{
"epoch": 0.6252354048964218,
"grad_norm": 0.526050329208374,
"learning_rate": 9.143164030559122e-05,
"loss": 0.2903,
"step": 83
},
{
"epoch": 0.632768361581921,
"grad_norm": 0.48076707124710083,
"learning_rate": 9.120246747672347e-05,
"loss": 0.2847,
"step": 84
},
{
"epoch": 0.64030131826742,
"grad_norm": 0.5487018823623657,
"learning_rate": 9.097056538123376e-05,
"loss": 0.2625,
"step": 85
},
{
"epoch": 0.647834274952919,
"grad_norm": 0.6256678700447083,
"learning_rate": 9.073594938040231e-05,
"loss": 0.267,
"step": 86
},
{
"epoch": 0.655367231638418,
"grad_norm": 0.6361900568008423,
"learning_rate": 9.049863501527947e-05,
"loss": 0.2927,
"step": 87
},
{
"epoch": 0.6629001883239172,
"grad_norm": 0.5942044258117676,
"learning_rate": 9.025863800565613e-05,
"loss": 0.2995,
"step": 88
},
{
"epoch": 0.6704331450094162,
"grad_norm": 0.5061842203140259,
"learning_rate": 9.001597424902267e-05,
"loss": 0.232,
"step": 89
},
{
"epoch": 0.6779661016949152,
"grad_norm": 0.826519250869751,
"learning_rate": 8.977065981951566e-05,
"loss": 0.2039,
"step": 90
},
{
"epoch": 0.6779661016949152,
"eval_loss": 0.2045535147190094,
"eval_runtime": 50.1117,
"eval_samples_per_second": 1.497,
"eval_steps_per_second": 0.758,
"step": 90
},
{
"epoch": 0.6854990583804144,
"grad_norm": 0.5888376832008362,
"learning_rate": 8.952271096685332e-05,
"loss": 0.1997,
"step": 91
},
{
"epoch": 0.6930320150659134,
"grad_norm": 0.7269095182418823,
"learning_rate": 8.927214411525895e-05,
"loss": 0.2589,
"step": 92
},
{
"epoch": 0.7005649717514124,
"grad_norm": 0.8657869696617126,
"learning_rate": 8.90189758623731e-05,
"loss": 0.1956,
"step": 93
},
{
"epoch": 0.7080979284369114,
"grad_norm": 0.7702244520187378,
"learning_rate": 8.876322297815405e-05,
"loss": 0.2218,
"step": 94
},
{
"epoch": 0.7156308851224106,
"grad_norm": 0.6147786974906921,
"learning_rate": 8.850490240376711e-05,
"loss": 0.212,
"step": 95
},
{
"epoch": 0.7231638418079096,
"grad_norm": 0.5774387717247009,
"learning_rate": 8.824403125046225e-05,
"loss": 0.1908,
"step": 96
},
{
"epoch": 0.7306967984934086,
"grad_norm": 0.75771164894104,
"learning_rate": 8.798062679844077e-05,
"loss": 0.1696,
"step": 97
},
{
"epoch": 0.7382297551789078,
"grad_norm": 0.6371806859970093,
"learning_rate": 8.771470649571056e-05,
"loss": 0.2085,
"step": 98
},
{
"epoch": 0.7457627118644068,
"grad_norm": 0.5286451578140259,
"learning_rate": 8.744628795693047e-05,
"loss": 0.1982,
"step": 99
},
{
"epoch": 0.7532956685499058,
"grad_norm": 0.5060010552406311,
"learning_rate": 8.717538896224332e-05,
"loss": 0.2027,
"step": 100
},
{
"epoch": 0.7532956685499058,
"eval_loss": 0.1616896241903305,
"eval_runtime": 50.0794,
"eval_samples_per_second": 1.498,
"eval_steps_per_second": 0.759,
"step": 100
},
{
"epoch": 0.7608286252354048,
"grad_norm": 0.7836325764656067,
"learning_rate": 8.690202745609835e-05,
"loss": 0.1358,
"step": 101
},
{
"epoch": 0.768361581920904,
"grad_norm": 0.675710141658783,
"learning_rate": 8.662622154606237e-05,
"loss": 0.1846,
"step": 102
},
{
"epoch": 0.775894538606403,
"grad_norm": 0.8798868656158447,
"learning_rate": 8.634798950162048e-05,
"loss": 0.1966,
"step": 103
},
{
"epoch": 0.783427495291902,
"grad_norm": 0.5943530201911926,
"learning_rate": 8.606734975296578e-05,
"loss": 0.1632,
"step": 104
},
{
"epoch": 0.7909604519774012,
"grad_norm": 0.4987153708934784,
"learning_rate": 8.578432088977859e-05,
"loss": 0.1113,
"step": 105
},
{
"epoch": 0.7984934086629002,
"grad_norm": 0.7684951424598694,
"learning_rate": 8.549892165999505e-05,
"loss": 0.1434,
"step": 106
},
{
"epoch": 0.8060263653483992,
"grad_norm": 0.624474823474884,
"learning_rate": 8.521117096856528e-05,
"loss": 0.1754,
"step": 107
},
{
"epoch": 0.8135593220338984,
"grad_norm": 1.0357481241226196,
"learning_rate": 8.492108787620105e-05,
"loss": 0.1761,
"step": 108
},
{
"epoch": 0.8210922787193974,
"grad_norm": 0.7299608588218689,
"learning_rate": 8.462869159811327e-05,
"loss": 0.1145,
"step": 109
},
{
"epoch": 0.8286252354048964,
"grad_norm": 0.7747260332107544,
"learning_rate": 8.433400150273906e-05,
"loss": 0.1494,
"step": 110
},
{
"epoch": 0.8286252354048964,
"eval_loss": 0.12168504297733307,
"eval_runtime": 50.0938,
"eval_samples_per_second": 1.497,
"eval_steps_per_second": 0.759,
"step": 110
},
{
"epoch": 0.8361581920903954,
"grad_norm": 0.7779563665390015,
"learning_rate": 8.403703711045892e-05,
"loss": 0.159,
"step": 111
},
{
"epoch": 0.8436911487758946,
"grad_norm": 1.1017848253250122,
"learning_rate": 8.373781809230355e-05,
"loss": 0.2012,
"step": 112
},
{
"epoch": 0.8512241054613936,
"grad_norm": 0.4848591983318329,
"learning_rate": 8.343636426865096e-05,
"loss": 0.1215,
"step": 113
},
{
"epoch": 0.8587570621468926,
"grad_norm": 0.8865452408790588,
"learning_rate": 8.313269560791342e-05,
"loss": 0.0923,
"step": 114
},
{
"epoch": 0.8662900188323918,
"grad_norm": 0.699765145778656,
"learning_rate": 8.28268322252149e-05,
"loss": 0.1587,
"step": 115
},
{
"epoch": 0.8738229755178908,
"grad_norm": 0.5934118628501892,
"learning_rate": 8.251879438105854e-05,
"loss": 0.1288,
"step": 116
},
{
"epoch": 0.8813559322033898,
"grad_norm": 0.7120998501777649,
"learning_rate": 8.220860247998456e-05,
"loss": 0.101,
"step": 117
},
{
"epoch": 0.8888888888888888,
"grad_norm": 1.0435795783996582,
"learning_rate": 8.189627706921877e-05,
"loss": 0.1067,
"step": 118
},
{
"epoch": 0.896421845574388,
"grad_norm": 1.4066674709320068,
"learning_rate": 8.15818388373114e-05,
"loss": 0.1313,
"step": 119
},
{
"epoch": 0.903954802259887,
"grad_norm": 0.7823694348335266,
"learning_rate": 8.126530861276677e-05,
"loss": 0.0863,
"step": 120
},
{
"epoch": 0.903954802259887,
"eval_loss": 0.09002000838518143,
"eval_runtime": 50.1325,
"eval_samples_per_second": 1.496,
"eval_steps_per_second": 0.758,
"step": 120
},
{
"epoch": 0.911487758945386,
"grad_norm": 0.617436945438385,
"learning_rate": 8.094670736266353e-05,
"loss": 0.0868,
"step": 121
},
{
"epoch": 0.9190207156308852,
"grad_norm": 0.602743923664093,
"learning_rate": 8.062605619126584e-05,
"loss": 0.0983,
"step": 122
},
{
"epoch": 0.9265536723163842,
"grad_norm": 1.1149927377700806,
"learning_rate": 8.030337633862542e-05,
"loss": 0.1078,
"step": 123
},
{
"epoch": 0.9340866290018832,
"grad_norm": 0.688164472579956,
"learning_rate": 7.997868917917453e-05,
"loss": 0.0722,
"step": 124
},
{
"epoch": 0.9416195856873822,
"grad_norm": 0.6507720351219177,
"learning_rate": 7.965201622031021e-05,
"loss": 0.0824,
"step": 125
},
{
"epoch": 0.9491525423728814,
"grad_norm": 0.5873366594314575,
"learning_rate": 7.932337910096961e-05,
"loss": 0.0633,
"step": 126
},
{
"epoch": 0.9566854990583804,
"grad_norm": 0.48810163140296936,
"learning_rate": 7.899279959019654e-05,
"loss": 0.0579,
"step": 127
},
{
"epoch": 0.9642184557438794,
"grad_norm": 0.7808175086975098,
"learning_rate": 7.866029958569956e-05,
"loss": 0.0959,
"step": 128
},
{
"epoch": 0.9717514124293786,
"grad_norm": 0.7213129997253418,
"learning_rate": 7.832590111240145e-05,
"loss": 0.1074,
"step": 129
},
{
"epoch": 0.9792843691148776,
"grad_norm": 0.7429501414299011,
"learning_rate": 7.798962632098024e-05,
"loss": 0.0883,
"step": 130
},
{
"epoch": 0.9792843691148776,
"eval_loss": 0.07171642780303955,
"eval_runtime": 50.1218,
"eval_samples_per_second": 1.496,
"eval_steps_per_second": 0.758,
"step": 130
},
{
"epoch": 0.9868173258003766,
"grad_norm": 1.2204382419586182,
"learning_rate": 7.765149748640197e-05,
"loss": 0.0543,
"step": 131
},
{
"epoch": 0.9943502824858758,
"grad_norm": 0.4847294092178345,
"learning_rate": 7.73115370064452e-05,
"loss": 0.0646,
"step": 132
},
{
"epoch": 1.0075329566854991,
"grad_norm": 0.7584130764007568,
"learning_rate": 7.696976740021733e-05,
"loss": 0.1122,
"step": 133
},
{
"epoch": 1.015065913370998,
"grad_norm": 0.4241285026073456,
"learning_rate": 7.6626211306663e-05,
"loss": 0.0382,
"step": 134
},
{
"epoch": 1.0225988700564972,
"grad_norm": 0.6364421844482422,
"learning_rate": 7.628089148306434e-05,
"loss": 0.0707,
"step": 135
},
{
"epoch": 1.0301318267419963,
"grad_norm": 0.6198002099990845,
"learning_rate": 7.59338308035337e-05,
"loss": 0.0942,
"step": 136
},
{
"epoch": 1.0376647834274952,
"grad_norm": 0.43464764952659607,
"learning_rate": 7.558505225749827e-05,
"loss": 0.086,
"step": 137
},
{
"epoch": 1.0451977401129944,
"grad_norm": 0.3746040463447571,
"learning_rate": 7.523457894817745e-05,
"loss": 0.0426,
"step": 138
},
{
"epoch": 1.0527306967984935,
"grad_norm": 0.4349992573261261,
"learning_rate": 7.488243409105233e-05,
"loss": 0.0665,
"step": 139
},
{
"epoch": 1.0602636534839924,
"grad_norm": 0.44264963269233704,
"learning_rate": 7.452864101232798e-05,
"loss": 0.0854,
"step": 140
},
{
"epoch": 1.0602636534839924,
"eval_loss": 0.061161428689956665,
"eval_runtime": 50.0795,
"eval_samples_per_second": 1.498,
"eval_steps_per_second": 0.759,
"step": 140
},
{
"epoch": 1.0677966101694916,
"grad_norm": 0.535400390625,
"learning_rate": 7.417322314738822e-05,
"loss": 0.0502,
"step": 141
},
{
"epoch": 1.0753295668549905,
"grad_norm": 0.4334566295146942,
"learning_rate": 7.381620403924333e-05,
"loss": 0.0547,
"step": 142
},
{
"epoch": 1.0828625235404896,
"grad_norm": 0.6763977408409119,
"learning_rate": 7.345760733697055e-05,
"loss": 0.0576,
"step": 143
},
{
"epoch": 1.0903954802259888,
"grad_norm": 0.6230652928352356,
"learning_rate": 7.30974567941475e-05,
"loss": 0.0746,
"step": 144
},
{
"epoch": 1.0979284369114877,
"grad_norm": 0.5115144848823547,
"learning_rate": 7.273577626727884e-05,
"loss": 0.0707,
"step": 145
},
{
"epoch": 1.1054613935969868,
"grad_norm": 0.4081382751464844,
"learning_rate": 7.237258971421587e-05,
"loss": 0.0417,
"step": 146
},
{
"epoch": 1.112994350282486,
"grad_norm": 0.45929810404777527,
"learning_rate": 7.20079211925696e-05,
"loss": 0.0402,
"step": 147
},
{
"epoch": 1.1205273069679849,
"grad_norm": 0.41027042269706726,
"learning_rate": 7.164179485811727e-05,
"loss": 0.057,
"step": 148
},
{
"epoch": 1.128060263653484,
"grad_norm": 0.732723593711853,
"learning_rate": 7.127423496320212e-05,
"loss": 0.0686,
"step": 149
},
{
"epoch": 1.1355932203389831,
"grad_norm": 0.4201294481754303,
"learning_rate": 7.090526585512696e-05,
"loss": 0.075,
"step": 150
},
{
"epoch": 1.1355932203389831,
"eval_loss": 0.056692853569984436,
"eval_runtime": 50.061,
"eval_samples_per_second": 1.498,
"eval_steps_per_second": 0.759,
"step": 150
},
{
"epoch": 1.143126177024482,
"grad_norm": 0.3101370930671692,
"learning_rate": 7.053491197454142e-05,
"loss": 0.0366,
"step": 151
},
{
"epoch": 1.1506591337099812,
"grad_norm": 0.4567885100841522,
"learning_rate": 7.016319785382296e-05,
"loss": 0.0778,
"step": 152
},
{
"epoch": 1.1581920903954803,
"grad_norm": 0.3678460419178009,
"learning_rate": 6.979014811545189e-05,
"loss": 0.0495,
"step": 153
},
{
"epoch": 1.1657250470809792,
"grad_norm": 0.5862255096435547,
"learning_rate": 6.941578747038023e-05,
"loss": 0.0735,
"step": 154
},
{
"epoch": 1.1732580037664784,
"grad_norm": 0.5297702550888062,
"learning_rate": 6.904014071639503e-05,
"loss": 0.034,
"step": 155
},
{
"epoch": 1.1807909604519775,
"grad_norm": 0.3692375123500824,
"learning_rate": 6.866323273647563e-05,
"loss": 0.0587,
"step": 156
},
{
"epoch": 1.1883239171374764,
"grad_norm": 0.3478219509124756,
"learning_rate": 6.828508849714546e-05,
"loss": 0.0676,
"step": 157
},
{
"epoch": 1.1958568738229756,
"grad_norm": 0.5066402554512024,
"learning_rate": 6.79057330468182e-05,
"loss": 0.0362,
"step": 158
},
{
"epoch": 1.2033898305084745,
"grad_norm": 0.38956108689308167,
"learning_rate": 6.752519151413861e-05,
"loss": 0.0475,
"step": 159
},
{
"epoch": 1.2109227871939736,
"grad_norm": 0.3372087776660919,
"learning_rate": 6.7143489106318e-05,
"loss": 0.0835,
"step": 160
},
{
"epoch": 1.2109227871939736,
"eval_loss": 0.054186370223760605,
"eval_runtime": 50.1057,
"eval_samples_per_second": 1.497,
"eval_steps_per_second": 0.758,
"step": 160
},
{
"epoch": 1.2184557438794728,
"grad_norm": 0.4884163737297058,
"learning_rate": 6.676065110746444e-05,
"loss": 0.057,
"step": 161
},
{
"epoch": 1.2259887005649717,
"grad_norm": 0.42741522192955017,
"learning_rate": 6.637670287690799e-05,
"loss": 0.0493,
"step": 162
},
{
"epoch": 1.2335216572504708,
"grad_norm": 0.37808606028556824,
"learning_rate": 6.599166984752087e-05,
"loss": 0.0324,
"step": 163
},
{
"epoch": 1.24105461393597,
"grad_norm": 0.6114926934242249,
"learning_rate": 6.560557752403277e-05,
"loss": 0.0975,
"step": 164
},
{
"epoch": 1.2485875706214689,
"grad_norm": 0.2513774633407593,
"learning_rate": 6.52184514813414e-05,
"loss": 0.0323,
"step": 165
},
{
"epoch": 1.256120527306968,
"grad_norm": 0.319553941488266,
"learning_rate": 6.483031736281843e-05,
"loss": 0.0246,
"step": 166
},
{
"epoch": 1.2636534839924671,
"grad_norm": 0.6170870661735535,
"learning_rate": 6.444120087861081e-05,
"loss": 0.05,
"step": 167
},
{
"epoch": 1.271186440677966,
"grad_norm": 0.4168320596218109,
"learning_rate": 6.40511278039378e-05,
"loss": 0.0586,
"step": 168
},
{
"epoch": 1.2787193973634652,
"grad_norm": 0.3265027403831482,
"learning_rate": 6.366012397738355e-05,
"loss": 0.0666,
"step": 169
},
{
"epoch": 1.286252354048964,
"grad_norm": 0.609319806098938,
"learning_rate": 6.326821529918553e-05,
"loss": 0.085,
"step": 170
},
{
"epoch": 1.286252354048964,
"eval_loss": 0.053176406770944595,
"eval_runtime": 50.1048,
"eval_samples_per_second": 1.497,
"eval_steps_per_second": 0.758,
"step": 170
},
{
"epoch": 1.2937853107344632,
"grad_norm": 0.5599777698516846,
"learning_rate": 6.287542772951897e-05,
"loss": 0.0723,
"step": 171
},
{
"epoch": 1.3013182674199624,
"grad_norm": 0.4176930785179138,
"learning_rate": 6.248178728677711e-05,
"loss": 0.0728,
"step": 172
},
{
"epoch": 1.3088512241054615,
"grad_norm": 0.3369368314743042,
"learning_rate": 6.208732004584791e-05,
"loss": 0.0499,
"step": 173
},
{
"epoch": 1.3163841807909604,
"grad_norm": 0.45373421907424927,
"learning_rate": 6.16920521363867e-05,
"loss": 0.0792,
"step": 174
},
{
"epoch": 1.3239171374764596,
"grad_norm": 0.3415266275405884,
"learning_rate": 6.129600974108538e-05,
"loss": 0.048,
"step": 175
},
{
"epoch": 1.3314500941619585,
"grad_norm": 0.5422535538673401,
"learning_rate": 6.089921909393812e-05,
"loss": 0.0883,
"step": 176
},
{
"epoch": 1.3389830508474576,
"grad_norm": 0.25546208024024963,
"learning_rate": 6.050170647850351e-05,
"loss": 0.0473,
"step": 177
},
{
"epoch": 1.3465160075329567,
"grad_norm": 0.5453774929046631,
"learning_rate": 6.0103498226163603e-05,
"loss": 0.0984,
"step": 178
},
{
"epoch": 1.3540489642184557,
"grad_norm": 0.340578556060791,
"learning_rate": 5.970462071437973e-05,
"loss": 0.0354,
"step": 179
},
{
"epoch": 1.3615819209039548,
"grad_norm": 0.4705830216407776,
"learning_rate": 5.93051003649452e-05,
"loss": 0.054,
"step": 180
},
{
"epoch": 1.3615819209039548,
"eval_loss": 0.051415782421827316,
"eval_runtime": 50.1031,
"eval_samples_per_second": 1.497,
"eval_steps_per_second": 0.758,
"step": 180
},
{
"epoch": 1.369114877589454,
"grad_norm": 0.5732293128967285,
"learning_rate": 5.890496364223509e-05,
"loss": 0.0626,
"step": 181
},
{
"epoch": 1.3766478342749529,
"grad_norm": 0.4315062463283539,
"learning_rate": 5.850423705145334e-05,
"loss": 0.0613,
"step": 182
},
{
"epoch": 1.384180790960452,
"grad_norm": 0.5873361825942993,
"learning_rate": 5.8102947136876876e-05,
"loss": 0.0915,
"step": 183
},
{
"epoch": 1.3917137476459511,
"grad_norm": 0.2784740626811981,
"learning_rate": 5.770112048009747e-05,
"loss": 0.0259,
"step": 184
},
{
"epoch": 1.39924670433145,
"grad_norm": 0.36659327149391174,
"learning_rate": 5.7298783698260874e-05,
"loss": 0.0643,
"step": 185
},
{
"epoch": 1.4067796610169492,
"grad_norm": 0.31498560309410095,
"learning_rate": 5.68959634423037e-05,
"loss": 0.0345,
"step": 186
},
{
"epoch": 1.414312617702448,
"grad_norm": 0.4332311451435089,
"learning_rate": 5.64926863951881e-05,
"loss": 0.0461,
"step": 187
},
{
"epoch": 1.4218455743879472,
"grad_norm": 0.35596826672554016,
"learning_rate": 5.60889792701342e-05,
"loss": 0.032,
"step": 188
},
{
"epoch": 1.4293785310734464,
"grad_norm": 0.43455907702445984,
"learning_rate": 5.568486880885068e-05,
"loss": 0.0283,
"step": 189
},
{
"epoch": 1.4369114877589455,
"grad_norm": 2.2231392860412598,
"learning_rate": 5.52803817797633e-05,
"loss": 0.0337,
"step": 190
},
{
"epoch": 1.4369114877589455,
"eval_loss": 0.050475846976041794,
"eval_runtime": 50.1291,
"eval_samples_per_second": 1.496,
"eval_steps_per_second": 0.758,
"step": 190
},
{
"epoch": 1.4444444444444444,
"grad_norm": 0.3397436738014221,
"learning_rate": 5.487554497624189e-05,
"loss": 0.0481,
"step": 191
},
{
"epoch": 1.4519774011299436,
"grad_norm": 0.3190496265888214,
"learning_rate": 5.4470385214825416e-05,
"loss": 0.0606,
"step": 192
},
{
"epoch": 1.4595103578154425,
"grad_norm": 0.3939787447452545,
"learning_rate": 5.406492933344571e-05,
"loss": 0.1776,
"step": 193
},
{
"epoch": 1.4670433145009416,
"grad_norm": 0.33525291085243225,
"learning_rate": 5.365920418964973e-05,
"loss": 0.0516,
"step": 194
},
{
"epoch": 1.4745762711864407,
"grad_norm": 0.32538145780563354,
"learning_rate": 5.3253236658820396e-05,
"loss": 0.0465,
"step": 195
},
{
"epoch": 1.4821092278719397,
"grad_norm": 0.3278179466724396,
"learning_rate": 5.28470536323965e-05,
"loss": 0.067,
"step": 196
},
{
"epoch": 1.4896421845574388,
"grad_norm": 0.41677576303482056,
"learning_rate": 5.244068201609133e-05,
"loss": 0.0519,
"step": 197
},
{
"epoch": 1.497175141242938,
"grad_norm": 0.44194525480270386,
"learning_rate": 5.2034148728110424e-05,
"loss": 0.0686,
"step": 198
},
{
"epoch": 1.5047080979284368,
"grad_norm": 0.3261134922504425,
"learning_rate": 5.162748069736851e-05,
"loss": 0.0534,
"step": 199
},
{
"epoch": 1.512241054613936,
"grad_norm": 0.4644230008125305,
"learning_rate": 5.1220704861705774e-05,
"loss": 0.0421,
"step": 200
},
{
"epoch": 1.512241054613936,
"eval_loss": 0.04965050518512726,
"eval_runtime": 50.0829,
"eval_samples_per_second": 1.498,
"eval_steps_per_second": 0.759,
"step": 200
},
{
"epoch": 1.5197740112994351,
"grad_norm": 0.3440283238887787,
"learning_rate": 5.081384816610336e-05,
"loss": 0.0621,
"step": 201
},
{
"epoch": 1.527306967984934,
"grad_norm": 0.2635885179042816,
"learning_rate": 5.0406937560898646e-05,
"loss": 0.0443,
"step": 202
},
{
"epoch": 1.5348399246704332,
"grad_norm": 0.6189826726913452,
"learning_rate": 5e-05,
"loss": 0.084,
"step": 203
},
{
"epoch": 1.542372881355932,
"grad_norm": 0.3221701383590698,
"learning_rate": 4.9593062439101365e-05,
"loss": 0.0348,
"step": 204
},
{
"epoch": 1.5499058380414312,
"grad_norm": 0.30998164415359497,
"learning_rate": 4.918615183389665e-05,
"loss": 0.0529,
"step": 205
},
{
"epoch": 1.5574387947269304,
"grad_norm": 0.47885751724243164,
"learning_rate": 4.877929513829424e-05,
"loss": 0.0454,
"step": 206
},
{
"epoch": 1.5649717514124295,
"grad_norm": 0.5070298910140991,
"learning_rate": 4.8372519302631486e-05,
"loss": 0.0473,
"step": 207
},
{
"epoch": 1.5725047080979284,
"grad_norm": 0.3871539533138275,
"learning_rate": 4.796585127188958e-05,
"loss": 0.056,
"step": 208
},
{
"epoch": 1.5800376647834273,
"grad_norm": 0.4367206394672394,
"learning_rate": 4.755931798390867e-05,
"loss": 0.0734,
"step": 209
},
{
"epoch": 1.5875706214689265,
"grad_norm": 0.2854059338569641,
"learning_rate": 4.715294636760352e-05,
"loss": 0.0563,
"step": 210
},
{
"epoch": 1.5875706214689265,
"eval_loss": 0.04947199299931526,
"eval_runtime": 50.1478,
"eval_samples_per_second": 1.496,
"eval_steps_per_second": 0.758,
"step": 210
},
{
"epoch": 1.5951035781544256,
"grad_norm": 0.3172830641269684,
"learning_rate": 4.674676334117962e-05,
"loss": 0.0356,
"step": 211
},
{
"epoch": 1.6026365348399247,
"grad_norm": 0.5930951237678528,
"learning_rate": 4.634079581035029e-05,
"loss": 0.0687,
"step": 212
},
{
"epoch": 1.6101694915254239,
"grad_norm": 0.3214702010154724,
"learning_rate": 4.59350706665543e-05,
"loss": 0.0433,
"step": 213
},
{
"epoch": 1.6177024482109228,
"grad_norm": 0.3200390636920929,
"learning_rate": 4.55296147851746e-05,
"loss": 0.0518,
"step": 214
},
{
"epoch": 1.6252354048964217,
"grad_norm": 0.32656821608543396,
"learning_rate": 4.512445502375813e-05,
"loss": 0.0391,
"step": 215
},
{
"epoch": 1.6327683615819208,
"grad_norm": 0.45625510811805725,
"learning_rate": 4.471961822023671e-05,
"loss": 0.0244,
"step": 216
},
{
"epoch": 1.64030131826742,
"grad_norm": 0.32512399554252625,
"learning_rate": 4.431513119114934e-05,
"loss": 0.1139,
"step": 217
},
{
"epoch": 1.6478342749529191,
"grad_norm": 0.3270999491214752,
"learning_rate": 4.391102072986581e-05,
"loss": 0.0988,
"step": 218
},
{
"epoch": 1.655367231638418,
"grad_norm": 0.44575634598731995,
"learning_rate": 4.350731360481191e-05,
"loss": 0.0525,
"step": 219
},
{
"epoch": 1.6629001883239172,
"grad_norm": 0.3585101366043091,
"learning_rate": 4.3104036557696295e-05,
"loss": 0.186,
"step": 220
},
{
"epoch": 1.6629001883239172,
"eval_loss": 0.04876178875565529,
"eval_runtime": 50.0932,
"eval_samples_per_second": 1.497,
"eval_steps_per_second": 0.759,
"step": 220
},
{
"epoch": 1.6629001883239172,
"step": 220,
"total_flos": 6.808102961998848e+16,
"train_loss": 0.33265126400034534,
"train_runtime": 4751.8019,
"train_samples_per_second": 0.67,
"train_steps_per_second": 0.083
}
],
"logging_steps": 1,
"max_steps": 396,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 4,
"early_stopping_threshold": 0.0015
},
"attributes": {
"early_stopping_patience_counter": 4
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6.808102961998848e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}