train_cb_1757340168 / trainer_state.json
rbelanec's picture
End of training
4665b8e verified
{
"best_global_step": 232,
"best_metric": 0.036776382476091385,
"best_model_checkpoint": "saves_stability/p-tuning/llama-3-8b-instruct/train_cb_1757340168/checkpoint-232",
"epoch": 10.0,
"eval_steps": 29,
"global_step": 570,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08771929824561403,
"grad_norm": 246.364501953125,
"learning_rate": 3.5087719298245615e-06,
"loss": 8.0729,
"num_input_tokens_seen": 3200,
"step": 5
},
{
"epoch": 0.17543859649122806,
"grad_norm": 49.566925048828125,
"learning_rate": 7.894736842105263e-06,
"loss": 1.9463,
"num_input_tokens_seen": 6400,
"step": 10
},
{
"epoch": 0.2631578947368421,
"grad_norm": 10.775127410888672,
"learning_rate": 1.2280701754385964e-05,
"loss": 0.6031,
"num_input_tokens_seen": 9312,
"step": 15
},
{
"epoch": 0.3508771929824561,
"grad_norm": 9.173545837402344,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.2836,
"num_input_tokens_seen": 12384,
"step": 20
},
{
"epoch": 0.43859649122807015,
"grad_norm": 36.368595123291016,
"learning_rate": 2.105263157894737e-05,
"loss": 0.2601,
"num_input_tokens_seen": 15360,
"step": 25
},
{
"epoch": 0.5087719298245614,
"eval_loss": 0.23696745932102203,
"eval_runtime": 0.9004,
"eval_samples_per_second": 27.766,
"eval_steps_per_second": 7.774,
"num_input_tokens_seen": 18048,
"step": 29
},
{
"epoch": 0.5263157894736842,
"grad_norm": 22.77605628967285,
"learning_rate": 2.5438596491228074e-05,
"loss": 0.3487,
"num_input_tokens_seen": 18496,
"step": 30
},
{
"epoch": 0.6140350877192983,
"grad_norm": 6.796410083770752,
"learning_rate": 2.9824561403508772e-05,
"loss": 0.1889,
"num_input_tokens_seen": 23008,
"step": 35
},
{
"epoch": 0.7017543859649122,
"grad_norm": 60.28683853149414,
"learning_rate": 3.421052631578947e-05,
"loss": 0.5959,
"num_input_tokens_seen": 26336,
"step": 40
},
{
"epoch": 0.7894736842105263,
"grad_norm": 45.21583938598633,
"learning_rate": 3.859649122807018e-05,
"loss": 0.5759,
"num_input_tokens_seen": 29568,
"step": 45
},
{
"epoch": 0.8771929824561403,
"grad_norm": 11.374096870422363,
"learning_rate": 4.298245614035088e-05,
"loss": 0.2359,
"num_input_tokens_seen": 32864,
"step": 50
},
{
"epoch": 0.9649122807017544,
"grad_norm": 10.98805046081543,
"learning_rate": 4.736842105263158e-05,
"loss": 0.3128,
"num_input_tokens_seen": 35712,
"step": 55
},
{
"epoch": 1.0175438596491229,
"eval_loss": 0.4423607885837555,
"eval_runtime": 0.9038,
"eval_samples_per_second": 27.66,
"eval_steps_per_second": 7.745,
"num_input_tokens_seen": 36928,
"step": 58
},
{
"epoch": 1.0526315789473684,
"grad_norm": 12.87694263458252,
"learning_rate": 4.999812487773597e-05,
"loss": 0.2068,
"num_input_tokens_seen": 37824,
"step": 60
},
{
"epoch": 1.1403508771929824,
"grad_norm": 6.1870036125183105,
"learning_rate": 4.997703298253406e-05,
"loss": 0.247,
"num_input_tokens_seen": 40576,
"step": 65
},
{
"epoch": 1.2280701754385965,
"grad_norm": 5.793450355529785,
"learning_rate": 4.993252512887069e-05,
"loss": 0.2448,
"num_input_tokens_seen": 43360,
"step": 70
},
{
"epoch": 1.3157894736842106,
"grad_norm": 8.36977767944336,
"learning_rate": 4.986464304284091e-05,
"loss": 0.2155,
"num_input_tokens_seen": 45824,
"step": 75
},
{
"epoch": 1.4035087719298245,
"grad_norm": 10.006280899047852,
"learning_rate": 4.977345036387331e-05,
"loss": 0.1287,
"num_input_tokens_seen": 49312,
"step": 80
},
{
"epoch": 1.4912280701754386,
"grad_norm": 133.27513122558594,
"learning_rate": 4.965903258506806e-05,
"loss": 1.7629,
"num_input_tokens_seen": 52704,
"step": 85
},
{
"epoch": 1.526315789473684,
"eval_loss": 0.5561293363571167,
"eval_runtime": 0.9082,
"eval_samples_per_second": 27.526,
"eval_steps_per_second": 7.707,
"num_input_tokens_seen": 54176,
"step": 87
},
{
"epoch": 1.5789473684210527,
"grad_norm": 14.203841209411621,
"learning_rate": 4.952149697304716e-05,
"loss": 0.5176,
"num_input_tokens_seen": 56352,
"step": 90
},
{
"epoch": 1.6666666666666665,
"grad_norm": 141.86170959472656,
"learning_rate": 4.9360972467392056e-05,
"loss": 0.3207,
"num_input_tokens_seen": 58944,
"step": 95
},
{
"epoch": 1.7543859649122808,
"grad_norm": 14.194103240966797,
"learning_rate": 4.917760955976277e-05,
"loss": 0.5147,
"num_input_tokens_seen": 62176,
"step": 100
},
{
"epoch": 1.8421052631578947,
"grad_norm": 11.15134334564209,
"learning_rate": 4.897158015281209e-05,
"loss": 0.3268,
"num_input_tokens_seen": 65504,
"step": 105
},
{
"epoch": 1.9298245614035088,
"grad_norm": 16.564889907836914,
"learning_rate": 4.874307739902689e-05,
"loss": 0.2571,
"num_input_tokens_seen": 69312,
"step": 110
},
{
"epoch": 2.017543859649123,
"grad_norm": 4.9545817375183105,
"learning_rate": 4.849231551964771e-05,
"loss": 0.3378,
"num_input_tokens_seen": 72464,
"step": 115
},
{
"epoch": 2.0350877192982457,
"eval_loss": 0.20199881494045258,
"eval_runtime": 0.9071,
"eval_samples_per_second": 27.561,
"eval_steps_per_second": 7.717,
"num_input_tokens_seen": 73136,
"step": 116
},
{
"epoch": 2.1052631578947367,
"grad_norm": 8.720367431640625,
"learning_rate": 4.821952960383649e-05,
"loss": 0.1158,
"num_input_tokens_seen": 75472,
"step": 120
},
{
"epoch": 2.192982456140351,
"grad_norm": 5.152599334716797,
"learning_rate": 4.7924975388280524e-05,
"loss": 0.1046,
"num_input_tokens_seen": 78480,
"step": 125
},
{
"epoch": 2.280701754385965,
"grad_norm": 0.22107002139091492,
"learning_rate": 4.760892901743944e-05,
"loss": 0.1558,
"num_input_tokens_seen": 81840,
"step": 130
},
{
"epoch": 2.3684210526315788,
"grad_norm": 13.14340591430664,
"learning_rate": 4.727168678465988e-05,
"loss": 0.1763,
"num_input_tokens_seen": 85456,
"step": 135
},
{
"epoch": 2.456140350877193,
"grad_norm": 0.03462052717804909,
"learning_rate": 4.6913564854400595e-05,
"loss": 0.3756,
"num_input_tokens_seen": 88304,
"step": 140
},
{
"epoch": 2.543859649122807,
"grad_norm": 10.07657527923584,
"learning_rate": 4.6534898965828405e-05,
"loss": 0.3303,
"num_input_tokens_seen": 91216,
"step": 145
},
{
"epoch": 2.543859649122807,
"eval_loss": 0.16141179203987122,
"eval_runtime": 0.9129,
"eval_samples_per_second": 27.385,
"eval_steps_per_second": 7.668,
"num_input_tokens_seen": 91216,
"step": 145
},
{
"epoch": 2.6315789473684212,
"grad_norm": 14.401127815246582,
"learning_rate": 4.613604411806285e-05,
"loss": 0.1186,
"num_input_tokens_seen": 94512,
"step": 150
},
{
"epoch": 2.719298245614035,
"grad_norm": 2.1707918643951416,
"learning_rate": 4.5717374237364665e-05,
"loss": 0.053,
"num_input_tokens_seen": 98000,
"step": 155
},
{
"epoch": 2.807017543859649,
"grad_norm": 0.5812787413597107,
"learning_rate": 4.5279281826580056e-05,
"loss": 0.2145,
"num_input_tokens_seen": 101232,
"step": 160
},
{
"epoch": 2.8947368421052633,
"grad_norm": 0.14216437935829163,
"learning_rate": 4.482217759716946e-05,
"loss": 0.0657,
"num_input_tokens_seen": 104752,
"step": 165
},
{
"epoch": 2.982456140350877,
"grad_norm": 1.3072863817214966,
"learning_rate": 4.434649008416565e-05,
"loss": 0.0453,
"num_input_tokens_seen": 108080,
"step": 170
},
{
"epoch": 3.0526315789473686,
"eval_loss": 0.2379472255706787,
"eval_runtime": 0.9072,
"eval_samples_per_second": 27.559,
"eval_steps_per_second": 7.716,
"num_input_tokens_seen": 110696,
"step": 174
},
{
"epoch": 3.0701754385964914,
"grad_norm": 0.8564387559890747,
"learning_rate": 4.385266524442241e-05,
"loss": 0.544,
"num_input_tokens_seen": 111464,
"step": 175
},
{
"epoch": 3.1578947368421053,
"grad_norm": 0.11828005313873291,
"learning_rate": 4.334116603853007e-05,
"loss": 0.3419,
"num_input_tokens_seen": 114056,
"step": 180
},
{
"epoch": 3.245614035087719,
"grad_norm": 11.512298583984375,
"learning_rate": 4.2812471996790206e-05,
"loss": 0.2339,
"num_input_tokens_seen": 116872,
"step": 185
},
{
"epoch": 3.3333333333333335,
"grad_norm": 1.017046570777893,
"learning_rate": 4.226707876965611e-05,
"loss": 0.0893,
"num_input_tokens_seen": 120424,
"step": 190
},
{
"epoch": 3.4210526315789473,
"grad_norm": 10.220879554748535,
"learning_rate": 4.1705497663060767e-05,
"loss": 0.1081,
"num_input_tokens_seen": 124008,
"step": 195
},
{
"epoch": 3.5087719298245617,
"grad_norm": 0.5506229400634766,
"learning_rate": 4.1128255159067665e-05,
"loss": 0.116,
"num_input_tokens_seen": 127496,
"step": 200
},
{
"epoch": 3.56140350877193,
"eval_loss": 0.10014169663190842,
"eval_runtime": 0.9092,
"eval_samples_per_second": 27.497,
"eval_steps_per_second": 7.699,
"num_input_tokens_seen": 129448,
"step": 203
},
{
"epoch": 3.5964912280701755,
"grad_norm": 4.8370184898376465,
"learning_rate": 4.053589242229412e-05,
"loss": 0.05,
"num_input_tokens_seen": 130888,
"step": 205
},
{
"epoch": 3.6842105263157894,
"grad_norm": 20.419565200805664,
"learning_rate": 3.9928964792569655e-05,
"loss": 0.3039,
"num_input_tokens_seen": 133896,
"step": 210
},
{
"epoch": 3.7719298245614032,
"grad_norm": 0.8667486310005188,
"learning_rate": 3.930804126430513e-05,
"loss": 0.1435,
"num_input_tokens_seen": 137160,
"step": 215
},
{
"epoch": 3.8596491228070176,
"grad_norm": 0.30487579107284546,
"learning_rate": 3.867370395306068e-05,
"loss": 0.0368,
"num_input_tokens_seen": 140328,
"step": 220
},
{
"epoch": 3.9473684210526314,
"grad_norm": 1.794018030166626,
"learning_rate": 3.8026547549812665e-05,
"loss": 0.0058,
"num_input_tokens_seen": 143368,
"step": 225
},
{
"epoch": 4.035087719298246,
"grad_norm": 8.562941551208496,
"learning_rate": 3.736717876343106e-05,
"loss": 0.1798,
"num_input_tokens_seen": 145832,
"step": 230
},
{
"epoch": 4.0701754385964914,
"eval_loss": 0.036776382476091385,
"eval_runtime": 0.9089,
"eval_samples_per_second": 27.506,
"eval_steps_per_second": 7.702,
"num_input_tokens_seen": 147176,
"step": 232
},
{
"epoch": 4.12280701754386,
"grad_norm": 4.4760518074035645,
"learning_rate": 3.66962157518902e-05,
"loss": 0.0416,
"num_input_tokens_seen": 148712,
"step": 235
},
{
"epoch": 4.2105263157894735,
"grad_norm": 1.3935602903366089,
"learning_rate": 3.601428754274584e-05,
"loss": 0.0841,
"num_input_tokens_seen": 151752,
"step": 240
},
{
"epoch": 4.298245614035087,
"grad_norm": 0.30636581778526306,
"learning_rate": 3.532203344342212e-05,
"loss": 0.1876,
"num_input_tokens_seen": 154760,
"step": 245
},
{
"epoch": 4.385964912280702,
"grad_norm": 3.755957841873169,
"learning_rate": 3.4620102441861143e-05,
"loss": 0.1858,
"num_input_tokens_seen": 157896,
"step": 250
},
{
"epoch": 4.473684210526316,
"grad_norm": 0.09167452156543732,
"learning_rate": 3.390915259809696e-05,
"loss": 0.0475,
"num_input_tokens_seen": 160520,
"step": 255
},
{
"epoch": 4.56140350877193,
"grad_norm": 0.08018083870410919,
"learning_rate": 3.318985042732461e-05,
"loss": 0.2801,
"num_input_tokens_seen": 163880,
"step": 260
},
{
"epoch": 4.578947368421053,
"eval_loss": 0.11944518983364105,
"eval_runtime": 0.9101,
"eval_samples_per_second": 27.47,
"eval_steps_per_second": 7.691,
"num_input_tokens_seen": 164424,
"step": 261
},
{
"epoch": 4.649122807017544,
"grad_norm": 0.07898657023906708,
"learning_rate": 3.246287027504237e-05,
"loss": 0.1213,
"num_input_tokens_seen": 167464,
"step": 265
},
{
"epoch": 4.7368421052631575,
"grad_norm": 0.8377333879470825,
"learning_rate": 3.172889368485311e-05,
"loss": 0.0034,
"num_input_tokens_seen": 170792,
"step": 270
},
{
"epoch": 4.824561403508772,
"grad_norm": 4.984710216522217,
"learning_rate": 3.0988608759517475e-05,
"loss": 0.0195,
"num_input_tokens_seen": 173480,
"step": 275
},
{
"epoch": 4.912280701754386,
"grad_norm": 0.026097286492586136,
"learning_rate": 3.0242709515857758e-05,
"loss": 0.0018,
"num_input_tokens_seen": 177544,
"step": 280
},
{
"epoch": 5.0,
"grad_norm": 0.031160056591033936,
"learning_rate": 2.949189523411747e-05,
"loss": 0.0738,
"num_input_tokens_seen": 180504,
"step": 285
},
{
"epoch": 5.087719298245614,
"grad_norm": 0.029113443568348885,
"learning_rate": 2.8736869802386364e-05,
"loss": 0.0358,
"num_input_tokens_seen": 183416,
"step": 290
},
{
"epoch": 5.087719298245614,
"eval_loss": 0.07741459459066391,
"eval_runtime": 0.9076,
"eval_samples_per_second": 27.545,
"eval_steps_per_second": 7.712,
"num_input_tokens_seen": 183416,
"step": 290
},
{
"epoch": 5.175438596491228,
"grad_norm": 0.16369421780109406,
"learning_rate": 2.797834105670559e-05,
"loss": 0.013,
"num_input_tokens_seen": 186712,
"step": 295
},
{
"epoch": 5.2631578947368425,
"grad_norm": 0.2860761284828186,
"learning_rate": 2.7217020117471793e-05,
"loss": 0.0459,
"num_input_tokens_seen": 189912,
"step": 300
},
{
"epoch": 5.350877192982456,
"grad_norm": 0.5779882073402405,
"learning_rate": 2.6453620722761896e-05,
"loss": 0.054,
"num_input_tokens_seen": 193624,
"step": 305
},
{
"epoch": 5.43859649122807,
"grad_norm": 0.03386834263801575,
"learning_rate": 2.5688858559204053e-05,
"loss": 0.017,
"num_input_tokens_seen": 197720,
"step": 310
},
{
"epoch": 5.526315789473684,
"grad_norm": 0.3514273166656494,
"learning_rate": 2.492345059102164e-05,
"loss": 0.2572,
"num_input_tokens_seen": 200856,
"step": 315
},
{
"epoch": 5.5964912280701755,
"eval_loss": 0.0888652354478836,
"eval_runtime": 0.909,
"eval_samples_per_second": 27.502,
"eval_steps_per_second": 7.701,
"num_input_tokens_seen": 203256,
"step": 319
},
{
"epoch": 5.614035087719298,
"grad_norm": 3.447037696838379,
"learning_rate": 2.4158114387879616e-05,
"loss": 0.1036,
"num_input_tokens_seen": 203800,
"step": 320
},
{
"epoch": 5.701754385964913,
"grad_norm": 0.24111364781856537,
"learning_rate": 2.3393567452163252e-05,
"loss": 0.1138,
"num_input_tokens_seen": 207064,
"step": 325
},
{
"epoch": 5.7894736842105265,
"grad_norm": 2.426321029663086,
"learning_rate": 2.2630526546319914e-05,
"loss": 0.0398,
"num_input_tokens_seen": 210168,
"step": 330
},
{
"epoch": 5.87719298245614,
"grad_norm": 0.14726001024246216,
"learning_rate": 2.186970702089457e-05,
"loss": 0.0054,
"num_input_tokens_seen": 213080,
"step": 335
},
{
"epoch": 5.964912280701754,
"grad_norm": 0.016804184764623642,
"learning_rate": 2.111182214388893e-05,
"loss": 0.0109,
"num_input_tokens_seen": 216152,
"step": 340
},
{
"epoch": 6.052631578947368,
"grad_norm": 0.14003737270832062,
"learning_rate": 2.0357582432072957e-05,
"loss": 0.0011,
"num_input_tokens_seen": 218736,
"step": 345
},
{
"epoch": 6.105263157894737,
"eval_loss": 0.110874705016613,
"eval_runtime": 0.9068,
"eval_samples_per_second": 27.569,
"eval_steps_per_second": 7.719,
"num_input_tokens_seen": 220912,
"step": 348
},
{
"epoch": 6.140350877192983,
"grad_norm": 0.7981622219085693,
"learning_rate": 1.9607694984875754e-05,
"loss": 0.1037,
"num_input_tokens_seen": 222160,
"step": 350
},
{
"epoch": 6.228070175438597,
"grad_norm": 0.006725190207362175,
"learning_rate": 1.8862862821480025e-05,
"loss": 0.0163,
"num_input_tokens_seen": 225904,
"step": 355
},
{
"epoch": 6.315789473684211,
"grad_norm": 0.01605769619345665,
"learning_rate": 1.8123784221741964e-05,
"loss": 0.0047,
"num_input_tokens_seen": 228912,
"step": 360
},
{
"epoch": 6.4035087719298245,
"grad_norm": 8.218822479248047,
"learning_rate": 1.73911520715541e-05,
"loss": 0.0418,
"num_input_tokens_seen": 232496,
"step": 365
},
{
"epoch": 6.491228070175438,
"grad_norm": 0.012366142123937607,
"learning_rate": 1.666565321326512e-05,
"loss": 0.0109,
"num_input_tokens_seen": 235792,
"step": 370
},
{
"epoch": 6.578947368421053,
"grad_norm": 0.011026023887097836,
"learning_rate": 1.5947967801765345e-05,
"loss": 0.0696,
"num_input_tokens_seen": 238960,
"step": 375
},
{
"epoch": 6.614035087719298,
"eval_loss": 0.09308334439992905,
"eval_runtime": 0.9106,
"eval_samples_per_second": 27.453,
"eval_steps_per_second": 7.687,
"num_input_tokens_seen": 240336,
"step": 377
},
{
"epoch": 6.666666666666667,
"grad_norm": 1.693655014038086,
"learning_rate": 1.5238768666841907e-05,
"loss": 0.0098,
"num_input_tokens_seen": 242064,
"step": 380
},
{
"epoch": 6.754385964912281,
"grad_norm": 0.3411250412464142,
"learning_rate": 1.4538720682400969e-05,
"loss": 0.0396,
"num_input_tokens_seen": 245328,
"step": 385
},
{
"epoch": 6.842105263157895,
"grad_norm": 0.03175486996769905,
"learning_rate": 1.3848480143148839e-05,
"loss": 0.0549,
"num_input_tokens_seen": 248144,
"step": 390
},
{
"epoch": 6.9298245614035086,
"grad_norm": 0.30593249201774597,
"learning_rate": 1.3168694149315796e-05,
"loss": 0.0017,
"num_input_tokens_seen": 250928,
"step": 395
},
{
"epoch": 7.017543859649122,
"grad_norm": 0.05055861920118332,
"learning_rate": 1.2500000000000006e-05,
"loss": 0.002,
"num_input_tokens_seen": 254168,
"step": 400
},
{
"epoch": 7.105263157894737,
"grad_norm": 0.06664076447486877,
"learning_rate": 1.1843024595699805e-05,
"loss": 0.0251,
"num_input_tokens_seen": 257080,
"step": 405
},
{
"epoch": 7.12280701754386,
"eval_loss": 0.08810269832611084,
"eval_runtime": 0.9051,
"eval_samples_per_second": 27.622,
"eval_steps_per_second": 7.734,
"num_input_tokens_seen": 257848,
"step": 406
},
{
"epoch": 7.192982456140351,
"grad_norm": 0.023075159639120102,
"learning_rate": 1.1198383850594758e-05,
"loss": 0.0009,
"num_input_tokens_seen": 260696,
"step": 410
},
{
"epoch": 7.280701754385965,
"grad_norm": 0.02422865480184555,
"learning_rate": 1.0566682115126344e-05,
"loss": 0.0012,
"num_input_tokens_seen": 263672,
"step": 415
},
{
"epoch": 7.368421052631579,
"grad_norm": 0.0777999609708786,
"learning_rate": 9.948511609419675e-06,
"loss": 0.0183,
"num_input_tokens_seen": 266296,
"step": 420
},
{
"epoch": 7.456140350877193,
"grad_norm": 0.02744252234697342,
"learning_rate": 9.344451868077353e-06,
"loss": 0.0006,
"num_input_tokens_seen": 270200,
"step": 425
},
{
"epoch": 7.543859649122807,
"grad_norm": 0.004234077874571085,
"learning_rate": 8.755069196866014e-06,
"loss": 0.0003,
"num_input_tokens_seen": 273624,
"step": 430
},
{
"epoch": 7.631578947368421,
"grad_norm": 0.016323991119861603,
"learning_rate": 8.180916141804906e-06,
"loss": 0.006,
"num_input_tokens_seen": 276824,
"step": 435
},
{
"epoch": 7.631578947368421,
"eval_loss": 0.08048205077648163,
"eval_runtime": 0.906,
"eval_samples_per_second": 27.594,
"eval_steps_per_second": 7.726,
"num_input_tokens_seen": 276824,
"step": 435
},
{
"epoch": 7.719298245614035,
"grad_norm": 0.007384572643786669,
"learning_rate": 7.622530971154199e-06,
"loss": 0.0003,
"num_input_tokens_seen": 279896,
"step": 440
},
{
"epoch": 7.807017543859649,
"grad_norm": 0.039172444492578506,
"learning_rate": 7.080437170788723e-06,
"loss": 0.0004,
"num_input_tokens_seen": 282872,
"step": 445
},
{
"epoch": 7.894736842105263,
"grad_norm": 1.4211935997009277,
"learning_rate": 6.555142953430158e-06,
"loss": 0.0038,
"num_input_tokens_seen": 286456,
"step": 450
},
{
"epoch": 7.982456140350877,
"grad_norm": 1.4576354026794434,
"learning_rate": 6.0471407821978135e-06,
"loss": 0.0071,
"num_input_tokens_seen": 289208,
"step": 455
},
{
"epoch": 8.070175438596491,
"grad_norm": 0.01859288290143013,
"learning_rate": 5.556906908924655e-06,
"loss": 0.0004,
"num_input_tokens_seen": 291944,
"step": 460
},
{
"epoch": 8.140350877192983,
"eval_loss": 0.10053229331970215,
"eval_runtime": 0.9071,
"eval_samples_per_second": 27.559,
"eval_steps_per_second": 7.717,
"num_input_tokens_seen": 294504,
"step": 464
},
{
"epoch": 8.157894736842104,
"grad_norm": 0.29108142852783203,
"learning_rate": 5.084900927671393e-06,
"loss": 0.0014,
"num_input_tokens_seen": 295400,
"step": 465
},
{
"epoch": 8.24561403508772,
"grad_norm": 0.5007472634315491,
"learning_rate": 4.631565343857239e-06,
"loss": 0.0025,
"num_input_tokens_seen": 298792,
"step": 470
},
{
"epoch": 8.333333333333334,
"grad_norm": 0.12529756128787994,
"learning_rate": 4.19732515941125e-06,
"loss": 0.0011,
"num_input_tokens_seen": 302024,
"step": 475
},
{
"epoch": 8.421052631578947,
"grad_norm": 0.061395179480314255,
"learning_rate": 3.7825874743331907e-06,
"loss": 0.0008,
"num_input_tokens_seen": 305352,
"step": 480
},
{
"epoch": 8.508771929824562,
"grad_norm": 0.019067196175456047,
"learning_rate": 3.3877411050374424e-06,
"loss": 0.0004,
"num_input_tokens_seen": 308072,
"step": 485
},
{
"epoch": 8.596491228070175,
"grad_norm": 0.03797854110598564,
"learning_rate": 3.013156219837776e-06,
"loss": 0.0008,
"num_input_tokens_seen": 311144,
"step": 490
},
{
"epoch": 8.649122807017545,
"eval_loss": 0.0856977105140686,
"eval_runtime": 0.9056,
"eval_samples_per_second": 27.606,
"eval_steps_per_second": 7.73,
"num_input_tokens_seen": 313576,
"step": 493
},
{
"epoch": 8.68421052631579,
"grad_norm": 0.06051577627658844,
"learning_rate": 2.659183991914696e-06,
"loss": 0.0083,
"num_input_tokens_seen": 314504,
"step": 495
},
{
"epoch": 8.771929824561404,
"grad_norm": 0.004321712534874678,
"learning_rate": 2.326156270090735e-06,
"loss": 0.0004,
"num_input_tokens_seen": 317736,
"step": 500
},
{
"epoch": 8.859649122807017,
"grad_norm": 0.036203958094120026,
"learning_rate": 2.0143852677223075e-06,
"loss": 0.0029,
"num_input_tokens_seen": 321640,
"step": 505
},
{
"epoch": 8.947368421052632,
"grad_norm": 0.00752919539809227,
"learning_rate": 1.7241632699998123e-06,
"loss": 0.0008,
"num_input_tokens_seen": 324552,
"step": 510
},
{
"epoch": 9.035087719298245,
"grad_norm": 0.03985239192843437,
"learning_rate": 1.4557623599303903e-06,
"loss": 0.001,
"num_input_tokens_seen": 327328,
"step": 515
},
{
"epoch": 9.12280701754386,
"grad_norm": 0.019234662875533104,
"learning_rate": 1.2094341632602064e-06,
"loss": 0.0015,
"num_input_tokens_seen": 330592,
"step": 520
},
{
"epoch": 9.157894736842104,
"eval_loss": 0.09537296742200851,
"eval_runtime": 0.9091,
"eval_samples_per_second": 27.499,
"eval_steps_per_second": 7.7,
"num_input_tokens_seen": 332256,
"step": 522
},
{
"epoch": 9.210526315789474,
"grad_norm": 0.18579529225826263,
"learning_rate": 9.85409612575411e-07,
"loss": 0.0011,
"num_input_tokens_seen": 334080,
"step": 525
},
{
"epoch": 9.298245614035087,
"grad_norm": 0.019816020503640175,
"learning_rate": 7.838987308029427e-07,
"loss": 0.001,
"num_input_tokens_seen": 336928,
"step": 530
},
{
"epoch": 9.385964912280702,
"grad_norm": 0.008153663016855717,
"learning_rate": 6.050904343141095e-07,
"loss": 0.0003,
"num_input_tokens_seen": 340160,
"step": 535
},
{
"epoch": 9.473684210526315,
"grad_norm": 0.7912395596504211,
"learning_rate": 4.491523558155714e-07,
"loss": 0.0026,
"num_input_tokens_seen": 343424,
"step": 540
},
{
"epoch": 9.56140350877193,
"grad_norm": 0.0477537140250206,
"learning_rate": 3.162306871937387e-07,
"loss": 0.0004,
"num_input_tokens_seen": 346816,
"step": 545
},
{
"epoch": 9.649122807017545,
"grad_norm": 0.07864265143871307,
"learning_rate": 2.064500424599436e-07,
"loss": 0.0009,
"num_input_tokens_seen": 349376,
"step": 550
},
{
"epoch": 9.666666666666666,
"eval_loss": 0.09962736070156097,
"eval_runtime": 0.9076,
"eval_samples_per_second": 27.546,
"eval_steps_per_second": 7.713,
"num_input_tokens_seen": 350336,
"step": 551
},
{
"epoch": 9.736842105263158,
"grad_norm": 0.016740398481488228,
"learning_rate": 1.1991334092484318e-07,
"loss": 0.0004,
"num_input_tokens_seen": 353152,
"step": 555
},
{
"epoch": 9.824561403508772,
"grad_norm": 0.009569455869495869,
"learning_rate": 5.6701710711626334e-08,
"loss": 0.0004,
"num_input_tokens_seen": 355904,
"step": 560
},
{
"epoch": 9.912280701754385,
"grad_norm": 0.017078828066587448,
"learning_rate": 1.6874412698408836e-08,
"loss": 0.0009,
"num_input_tokens_seen": 358912,
"step": 565
},
{
"epoch": 10.0,
"grad_norm": 0.033932194113731384,
"learning_rate": 4.687849611939576e-10,
"loss": 0.0016,
"num_input_tokens_seen": 361992,
"step": 570
},
{
"epoch": 10.0,
"num_input_tokens_seen": 361992,
"step": 570,
"total_flos": 1.6300336151199744e+16,
"train_loss": 0.21586008377173066,
"train_runtime": 185.0165,
"train_samples_per_second": 12.161,
"train_steps_per_second": 3.081
}
],
"logging_steps": 5,
"max_steps": 570,
"num_input_tokens_seen": 361992,
"num_train_epochs": 10,
"save_steps": 29,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.6300336151199744e+16,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}