gpucce's picture
Upload folder using huggingface_hub
8174899 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9996105008958479,
"eval_steps": 25,
"global_step": 401,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.009971177066292747,
"grad_norm": 23.35832977294922,
"learning_rate": 1.9512195121951222e-05,
"loss": 3.1378,
"step": 4
},
{
"epoch": 0.019942354132585494,
"grad_norm": 7.3288469314575195,
"learning_rate": 3.9024390243902444e-05,
"loss": 2.3678,
"step": 8
},
{
"epoch": 0.029913531198878244,
"grad_norm": 1.554034948348999,
"learning_rate": 5.853658536585366e-05,
"loss": 1.5701,
"step": 12
},
{
"epoch": 0.03988470826517099,
"grad_norm": 0.8166317343711853,
"learning_rate": 7.804878048780489e-05,
"loss": 1.3583,
"step": 16
},
{
"epoch": 0.04985588533146374,
"grad_norm": 0.7018758058547974,
"learning_rate": 9.75609756097561e-05,
"loss": 1.3179,
"step": 20
},
{
"epoch": 0.05982706239775649,
"grad_norm": 0.5763296484947205,
"learning_rate": 0.00011707317073170732,
"loss": 1.27,
"step": 24
},
{
"epoch": 0.062319856664329674,
"eval_loss": 1.2523891925811768,
"eval_runtime": 160.09,
"eval_samples_per_second": 25.586,
"eval_steps_per_second": 1.599,
"step": 25
},
{
"epoch": 0.06979823946404923,
"grad_norm": 0.5097940564155579,
"learning_rate": 0.00013658536585365856,
"loss": 1.2733,
"step": 28
},
{
"epoch": 0.07976941653034197,
"grad_norm": 0.48720231652259827,
"learning_rate": 0.00015609756097560978,
"loss": 1.3002,
"step": 32
},
{
"epoch": 0.08974059359663472,
"grad_norm": 0.44958242774009705,
"learning_rate": 0.000175609756097561,
"loss": 1.2172,
"step": 36
},
{
"epoch": 0.09971177066292748,
"grad_norm": 0.459570974111557,
"learning_rate": 0.0001951219512195122,
"loss": 1.1891,
"step": 40
},
{
"epoch": 0.10968294772922023,
"grad_norm": 0.4571148753166199,
"learning_rate": 0.00019833333333333335,
"loss": 1.2378,
"step": 44
},
{
"epoch": 0.11965412479551298,
"grad_norm": 0.4622347056865692,
"learning_rate": 0.00019611111111111112,
"loss": 1.1931,
"step": 48
},
{
"epoch": 0.12463971332865935,
"eval_loss": 1.18223237991333,
"eval_runtime": 159.6761,
"eval_samples_per_second": 25.652,
"eval_steps_per_second": 1.603,
"step": 50
},
{
"epoch": 0.1296253018618057,
"grad_norm": 0.47264593839645386,
"learning_rate": 0.0001938888888888889,
"loss": 1.1967,
"step": 52
},
{
"epoch": 0.13959647892809846,
"grad_norm": 0.443099707365036,
"learning_rate": 0.00019166666666666667,
"loss": 1.1844,
"step": 56
},
{
"epoch": 0.1495676559943912,
"grad_norm": 0.4309901297092438,
"learning_rate": 0.00018944444444444445,
"loss": 1.1734,
"step": 60
},
{
"epoch": 0.15953883306068395,
"grad_norm": 0.4467671513557434,
"learning_rate": 0.00018722222222222222,
"loss": 1.1783,
"step": 64
},
{
"epoch": 0.1695100101269767,
"grad_norm": 0.4321148991584778,
"learning_rate": 0.00018500000000000002,
"loss": 1.1625,
"step": 68
},
{
"epoch": 0.17948118719326944,
"grad_norm": 0.4267221987247467,
"learning_rate": 0.00018277777777777777,
"loss": 1.1571,
"step": 72
},
{
"epoch": 0.18695956999298902,
"eval_loss": 1.15470552444458,
"eval_runtime": 159.6542,
"eval_samples_per_second": 25.655,
"eval_steps_per_second": 1.603,
"step": 75
},
{
"epoch": 0.1894523642595622,
"grad_norm": 0.44214680790901184,
"learning_rate": 0.00018055555555555557,
"loss": 1.1463,
"step": 76
},
{
"epoch": 0.19942354132585496,
"grad_norm": 0.44037795066833496,
"learning_rate": 0.00017833333333333335,
"loss": 1.1477,
"step": 80
},
{
"epoch": 0.2093947183921477,
"grad_norm": 0.4275970160961151,
"learning_rate": 0.00017611111111111112,
"loss": 1.1642,
"step": 84
},
{
"epoch": 0.21936589545844046,
"grad_norm": 0.5124487280845642,
"learning_rate": 0.0001738888888888889,
"loss": 1.1789,
"step": 88
},
{
"epoch": 0.2293370725247332,
"grad_norm": 0.4456328749656677,
"learning_rate": 0.00017166666666666667,
"loss": 1.1466,
"step": 92
},
{
"epoch": 0.23930824959102595,
"grad_norm": 0.41848745942115784,
"learning_rate": 0.00016944444444444445,
"loss": 1.1576,
"step": 96
},
{
"epoch": 0.2492794266573187,
"grad_norm": 0.41770660877227783,
"learning_rate": 0.00016722222222222222,
"loss": 1.1543,
"step": 100
},
{
"epoch": 0.2492794266573187,
"eval_loss": 1.1412527561187744,
"eval_runtime": 159.6274,
"eval_samples_per_second": 25.66,
"eval_steps_per_second": 1.604,
"step": 100
},
{
"epoch": 0.2592506037236114,
"grad_norm": 0.4416305720806122,
"learning_rate": 0.000165,
"loss": 1.1251,
"step": 104
},
{
"epoch": 0.26922178078990416,
"grad_norm": 0.4185228943824768,
"learning_rate": 0.00016277777777777777,
"loss": 1.1442,
"step": 108
},
{
"epoch": 0.2791929578561969,
"grad_norm": 0.4267406463623047,
"learning_rate": 0.00016055555555555558,
"loss": 1.1438,
"step": 112
},
{
"epoch": 0.28916413492248966,
"grad_norm": 0.414470374584198,
"learning_rate": 0.00015833333333333332,
"loss": 1.1572,
"step": 116
},
{
"epoch": 0.2991353119887824,
"grad_norm": 0.41629141569137573,
"learning_rate": 0.00015611111111111113,
"loss": 1.1439,
"step": 120
},
{
"epoch": 0.30910648905507515,
"grad_norm": 0.4665207862854004,
"learning_rate": 0.0001538888888888889,
"loss": 1.1336,
"step": 124
},
{
"epoch": 0.3115992833216484,
"eval_loss": 1.1312440633773804,
"eval_runtime": 159.6919,
"eval_samples_per_second": 25.649,
"eval_steps_per_second": 1.603,
"step": 125
},
{
"epoch": 0.3190776661213679,
"grad_norm": 0.44851216673851013,
"learning_rate": 0.00015166666666666668,
"loss": 1.1398,
"step": 128
},
{
"epoch": 0.32904884318766064,
"grad_norm": 0.46069833636283875,
"learning_rate": 0.00014944444444444445,
"loss": 1.1375,
"step": 132
},
{
"epoch": 0.3390200202539534,
"grad_norm": 0.4321020543575287,
"learning_rate": 0.00014722222222222223,
"loss": 1.143,
"step": 136
},
{
"epoch": 0.34899119732024614,
"grad_norm": 0.41148263216018677,
"learning_rate": 0.000145,
"loss": 1.1265,
"step": 140
},
{
"epoch": 0.3589623743865389,
"grad_norm": 0.4245862364768982,
"learning_rate": 0.00014277777777777778,
"loss": 1.1034,
"step": 144
},
{
"epoch": 0.36893355145283163,
"grad_norm": 0.48434320092201233,
"learning_rate": 0.00014055555555555555,
"loss": 1.1183,
"step": 148
},
{
"epoch": 0.37391913998597803,
"eval_loss": 1.1238796710968018,
"eval_runtime": 159.6817,
"eval_samples_per_second": 25.651,
"eval_steps_per_second": 1.603,
"step": 150
},
{
"epoch": 0.3789047285191244,
"grad_norm": 0.40798208117485046,
"learning_rate": 0.00013833333333333333,
"loss": 1.131,
"step": 152
},
{
"epoch": 0.3888759055854172,
"grad_norm": 0.4265343248844147,
"learning_rate": 0.00013611111111111113,
"loss": 1.1486,
"step": 156
},
{
"epoch": 0.3988470826517099,
"grad_norm": 0.4202587604522705,
"learning_rate": 0.00013388888888888888,
"loss": 1.1156,
"step": 160
},
{
"epoch": 0.4088182597180027,
"grad_norm": 0.4195230305194855,
"learning_rate": 0.00013166666666666668,
"loss": 1.1128,
"step": 164
},
{
"epoch": 0.4187894367842954,
"grad_norm": 0.44741353392601013,
"learning_rate": 0.00012944444444444445,
"loss": 1.1235,
"step": 168
},
{
"epoch": 0.42876061385058817,
"grad_norm": 0.4431656002998352,
"learning_rate": 0.00012722222222222223,
"loss": 1.1008,
"step": 172
},
{
"epoch": 0.4362389966503077,
"eval_loss": 1.117403268814087,
"eval_runtime": 159.8175,
"eval_samples_per_second": 25.629,
"eval_steps_per_second": 1.602,
"step": 175
},
{
"epoch": 0.4387317909168809,
"grad_norm": 0.40237733721733093,
"learning_rate": 0.000125,
"loss": 1.1171,
"step": 176
},
{
"epoch": 0.44870296798317366,
"grad_norm": 0.42873087525367737,
"learning_rate": 0.0001227777777777778,
"loss": 1.1132,
"step": 180
},
{
"epoch": 0.4586741450494664,
"grad_norm": 0.42686423659324646,
"learning_rate": 0.00012055555555555555,
"loss": 1.1311,
"step": 184
},
{
"epoch": 0.46864532211575916,
"grad_norm": 0.4393009543418884,
"learning_rate": 0.00011833333333333334,
"loss": 1.1288,
"step": 188
},
{
"epoch": 0.4786164991820519,
"grad_norm": 0.4396825432777405,
"learning_rate": 0.00011611111111111113,
"loss": 1.0963,
"step": 192
},
{
"epoch": 0.48858767624834465,
"grad_norm": 0.4490801990032196,
"learning_rate": 0.00011388888888888889,
"loss": 1.116,
"step": 196
},
{
"epoch": 0.4985588533146374,
"grad_norm": 0.4502253532409668,
"learning_rate": 0.00011166666666666668,
"loss": 1.1341,
"step": 200
},
{
"epoch": 0.4985588533146374,
"eval_loss": 1.1130955219268799,
"eval_runtime": 159.9517,
"eval_samples_per_second": 25.608,
"eval_steps_per_second": 1.6,
"step": 200
},
{
"epoch": 0.5085300303809301,
"grad_norm": 0.4383712410926819,
"learning_rate": 0.00010944444444444445,
"loss": 1.1205,
"step": 204
},
{
"epoch": 0.5185012074472228,
"grad_norm": 0.48988428711891174,
"learning_rate": 0.00010722222222222223,
"loss": 1.1409,
"step": 208
},
{
"epoch": 0.5284723845135156,
"grad_norm": 0.4293093979358673,
"learning_rate": 0.000105,
"loss": 1.1176,
"step": 212
},
{
"epoch": 0.5384435615798083,
"grad_norm": 0.45622044801712036,
"learning_rate": 0.00010277777777777778,
"loss": 1.1001,
"step": 216
},
{
"epoch": 0.5484147386461011,
"grad_norm": 0.4486154615879059,
"learning_rate": 0.00010055555555555555,
"loss": 1.0903,
"step": 220
},
{
"epoch": 0.5583859157123938,
"grad_norm": 0.43276774883270264,
"learning_rate": 9.833333333333333e-05,
"loss": 1.1058,
"step": 224
},
{
"epoch": 0.560878709978967,
"eval_loss": 1.1073756217956543,
"eval_runtime": 159.9944,
"eval_samples_per_second": 25.601,
"eval_steps_per_second": 1.6,
"step": 225
},
{
"epoch": 0.5683570927786866,
"grad_norm": 0.417212575674057,
"learning_rate": 9.611111111111112e-05,
"loss": 1.104,
"step": 228
},
{
"epoch": 0.5783282698449793,
"grad_norm": 0.4814886152744293,
"learning_rate": 9.388888888888889e-05,
"loss": 1.1131,
"step": 232
},
{
"epoch": 0.5882994469112721,
"grad_norm": 0.46115347743034363,
"learning_rate": 9.166666666666667e-05,
"loss": 1.1163,
"step": 236
},
{
"epoch": 0.5982706239775648,
"grad_norm": 0.4268442690372467,
"learning_rate": 8.944444444444446e-05,
"loss": 1.1109,
"step": 240
},
{
"epoch": 0.6082418010438576,
"grad_norm": 0.43017688393592834,
"learning_rate": 8.722222222222223e-05,
"loss": 1.0922,
"step": 244
},
{
"epoch": 0.6182129781101503,
"grad_norm": 0.4273425340652466,
"learning_rate": 8.5e-05,
"loss": 1.105,
"step": 248
},
{
"epoch": 0.6231985666432968,
"eval_loss": 1.1038172245025635,
"eval_runtime": 160.1646,
"eval_samples_per_second": 25.574,
"eval_steps_per_second": 1.598,
"step": 250
},
{
"epoch": 0.6281841551764431,
"grad_norm": 0.4336010813713074,
"learning_rate": 8.277777777777778e-05,
"loss": 1.106,
"step": 252
},
{
"epoch": 0.6381553322427358,
"grad_norm": 0.4563632309436798,
"learning_rate": 8.055555555555556e-05,
"loss": 1.1366,
"step": 256
},
{
"epoch": 0.6481265093090286,
"grad_norm": 0.4345051944255829,
"learning_rate": 7.833333333333333e-05,
"loss": 1.1195,
"step": 260
},
{
"epoch": 0.6580976863753213,
"grad_norm": 0.4438092112541199,
"learning_rate": 7.61111111111111e-05,
"loss": 1.1209,
"step": 264
},
{
"epoch": 0.6680688634416141,
"grad_norm": 0.4323583245277405,
"learning_rate": 7.38888888888889e-05,
"loss": 1.0757,
"step": 268
},
{
"epoch": 0.6780400405079068,
"grad_norm": 0.48928600549697876,
"learning_rate": 7.166666666666667e-05,
"loss": 1.0916,
"step": 272
},
{
"epoch": 0.6855184233076264,
"eval_loss": 1.100623607635498,
"eval_runtime": 159.5136,
"eval_samples_per_second": 25.678,
"eval_steps_per_second": 1.605,
"step": 275
},
{
"epoch": 0.6880112175741996,
"grad_norm": 0.4694391191005707,
"learning_rate": 6.944444444444444e-05,
"loss": 1.0973,
"step": 276
},
{
"epoch": 0.6979823946404923,
"grad_norm": 0.4758254289627075,
"learning_rate": 6.722222222222223e-05,
"loss": 1.0915,
"step": 280
},
{
"epoch": 0.7079535717067851,
"grad_norm": 0.44181302189826965,
"learning_rate": 6.500000000000001e-05,
"loss": 1.0975,
"step": 284
},
{
"epoch": 0.7179247487730778,
"grad_norm": 0.43584778904914856,
"learning_rate": 6.277777777777778e-05,
"loss": 1.1253,
"step": 288
},
{
"epoch": 0.7278959258393706,
"grad_norm": 0.45839089155197144,
"learning_rate": 6.055555555555555e-05,
"loss": 1.1588,
"step": 292
},
{
"epoch": 0.7378671029056633,
"grad_norm": 0.468307763338089,
"learning_rate": 5.833333333333334e-05,
"loss": 1.0903,
"step": 296
},
{
"epoch": 0.7478382799719561,
"grad_norm": 0.43359532952308655,
"learning_rate": 5.6111111111111114e-05,
"loss": 1.0861,
"step": 300
},
{
"epoch": 0.7478382799719561,
"eval_loss": 1.096602201461792,
"eval_runtime": 159.5808,
"eval_samples_per_second": 25.667,
"eval_steps_per_second": 1.604,
"step": 300
},
{
"epoch": 0.7578094570382488,
"grad_norm": 0.4408925771713257,
"learning_rate": 5.388888888888889e-05,
"loss": 1.1312,
"step": 304
},
{
"epoch": 0.7677806341045416,
"grad_norm": 0.441047728061676,
"learning_rate": 5.166666666666667e-05,
"loss": 1.1003,
"step": 308
},
{
"epoch": 0.7777518111708344,
"grad_norm": 0.4418092966079712,
"learning_rate": 4.9444444444444446e-05,
"loss": 1.0769,
"step": 312
},
{
"epoch": 0.787722988237127,
"grad_norm": 0.43967655301094055,
"learning_rate": 4.722222222222222e-05,
"loss": 1.1025,
"step": 316
},
{
"epoch": 0.7976941653034199,
"grad_norm": 0.4572228193283081,
"learning_rate": 4.5e-05,
"loss": 1.089,
"step": 320
},
{
"epoch": 0.8076653423697125,
"grad_norm": 0.4731937050819397,
"learning_rate": 4.277777777777778e-05,
"loss": 1.0935,
"step": 324
},
{
"epoch": 0.8101581366362858,
"eval_loss": 1.0938494205474854,
"eval_runtime": 159.6842,
"eval_samples_per_second": 25.651,
"eval_steps_per_second": 1.603,
"step": 325
},
{
"epoch": 0.8176365194360053,
"grad_norm": 0.4658983051776886,
"learning_rate": 4.055555555555556e-05,
"loss": 1.1127,
"step": 328
},
{
"epoch": 0.827607696502298,
"grad_norm": 0.4431600272655487,
"learning_rate": 3.8333333333333334e-05,
"loss": 1.1115,
"step": 332
},
{
"epoch": 0.8375788735685908,
"grad_norm": 0.531471848487854,
"learning_rate": 3.611111111111111e-05,
"loss": 1.0852,
"step": 336
},
{
"epoch": 0.8475500506348835,
"grad_norm": 0.43536490201950073,
"learning_rate": 3.388888888888889e-05,
"loss": 1.0834,
"step": 340
},
{
"epoch": 0.8575212277011763,
"grad_norm": 0.4632166624069214,
"learning_rate": 3.1666666666666666e-05,
"loss": 1.1029,
"step": 344
},
{
"epoch": 0.867492404767469,
"grad_norm": 0.46226751804351807,
"learning_rate": 2.9444444444444448e-05,
"loss": 1.0967,
"step": 348
},
{
"epoch": 0.8724779933006154,
"eval_loss": 1.0916736125946045,
"eval_runtime": 159.6244,
"eval_samples_per_second": 25.66,
"eval_steps_per_second": 1.604,
"step": 350
},
{
"epoch": 0.8774635818337618,
"grad_norm": 0.46160823106765747,
"learning_rate": 2.7222222222222223e-05,
"loss": 1.0907,
"step": 352
},
{
"epoch": 0.8874347589000545,
"grad_norm": 0.4519442915916443,
"learning_rate": 2.5e-05,
"loss": 1.1106,
"step": 356
},
{
"epoch": 0.8974059359663473,
"grad_norm": 0.43158119916915894,
"learning_rate": 2.277777777777778e-05,
"loss": 1.0957,
"step": 360
},
{
"epoch": 0.90737711303264,
"grad_norm": 0.4569935202598572,
"learning_rate": 2.0555555555555555e-05,
"loss": 1.1244,
"step": 364
},
{
"epoch": 0.9173482900989328,
"grad_norm": 0.44798123836517334,
"learning_rate": 1.8333333333333333e-05,
"loss": 1.0899,
"step": 368
},
{
"epoch": 0.9273194671652255,
"grad_norm": 0.459721177816391,
"learning_rate": 1.6111111111111115e-05,
"loss": 1.1039,
"step": 372
},
{
"epoch": 0.9347978499649451,
"eval_loss": 1.0899683237075806,
"eval_runtime": 159.8757,
"eval_samples_per_second": 25.62,
"eval_steps_per_second": 1.601,
"step": 375
},
{
"epoch": 0.9372906442315183,
"grad_norm": 0.4426051080226898,
"learning_rate": 1.388888888888889e-05,
"loss": 1.0921,
"step": 376
},
{
"epoch": 0.947261821297811,
"grad_norm": 0.4699947237968445,
"learning_rate": 1.1666666666666668e-05,
"loss": 1.1004,
"step": 380
},
{
"epoch": 0.9572329983641038,
"grad_norm": 0.4296768307685852,
"learning_rate": 9.444444444444445e-06,
"loss": 1.09,
"step": 384
},
{
"epoch": 0.9672041754303965,
"grad_norm": 0.46838051080703735,
"learning_rate": 7.222222222222222e-06,
"loss": 1.1073,
"step": 388
},
{
"epoch": 0.9771753524966893,
"grad_norm": 0.46618735790252686,
"learning_rate": 5e-06,
"loss": 1.1122,
"step": 392
},
{
"epoch": 0.987146529562982,
"grad_norm": 0.4417199492454529,
"learning_rate": 2.777777777777778e-06,
"loss": 1.0874,
"step": 396
},
{
"epoch": 0.9971177066292748,
"grad_norm": 0.4636310040950775,
"learning_rate": 5.555555555555556e-07,
"loss": 1.1026,
"step": 400
},
{
"epoch": 0.9971177066292748,
"eval_loss": 1.0892398357391357,
"eval_runtime": 159.6704,
"eval_samples_per_second": 25.653,
"eval_steps_per_second": 1.603,
"step": 400
}
],
"logging_steps": 4,
"max_steps": 401,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 512,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.4365963772771697e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}