GuntramG's picture
Upload folder using huggingface_hub
1f52f54 verified
{
"best_metric": 0.29826417565345764,
"best_model_checkpoint": "autotrain-nb4wh-9me5w/checkpoint-1362",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1362,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05506607929515418,
"grad_norm": 17.699098587036133,
"learning_rate": 8.02919708029197e-06,
"loss": 1.789,
"step": 25
},
{
"epoch": 0.11013215859030837,
"grad_norm": 24.31856918334961,
"learning_rate": 1.715328467153285e-05,
"loss": 1.6122,
"step": 50
},
{
"epoch": 0.16519823788546256,
"grad_norm": 22.508787155151367,
"learning_rate": 2.6277372262773724e-05,
"loss": 1.3215,
"step": 75
},
{
"epoch": 0.22026431718061673,
"grad_norm": 20.886804580688477,
"learning_rate": 3.467153284671533e-05,
"loss": 1.0448,
"step": 100
},
{
"epoch": 0.2753303964757709,
"grad_norm": 38.399627685546875,
"learning_rate": 4.379562043795621e-05,
"loss": 0.7886,
"step": 125
},
{
"epoch": 0.3303964757709251,
"grad_norm": 26.71021842956543,
"learning_rate": 4.967346938775511e-05,
"loss": 0.5643,
"step": 150
},
{
"epoch": 0.3854625550660793,
"grad_norm": 17.157649993896484,
"learning_rate": 4.8653061224489796e-05,
"loss": 0.5184,
"step": 175
},
{
"epoch": 0.44052863436123346,
"grad_norm": 27.793960571289062,
"learning_rate": 4.763265306122449e-05,
"loss": 0.4071,
"step": 200
},
{
"epoch": 0.4955947136563877,
"grad_norm": 3.2827534675598145,
"learning_rate": 4.6612244897959185e-05,
"loss": 0.3605,
"step": 225
},
{
"epoch": 0.5506607929515418,
"grad_norm": 14.194032669067383,
"learning_rate": 4.559183673469388e-05,
"loss": 0.3437,
"step": 250
},
{
"epoch": 0.6057268722466961,
"grad_norm": 25.65274429321289,
"learning_rate": 4.4571428571428574e-05,
"loss": 0.5132,
"step": 275
},
{
"epoch": 0.6607929515418502,
"grad_norm": 13.928115844726562,
"learning_rate": 4.355102040816327e-05,
"loss": 0.2919,
"step": 300
},
{
"epoch": 0.7158590308370044,
"grad_norm": 14.263054847717285,
"learning_rate": 4.253061224489796e-05,
"loss": 0.3613,
"step": 325
},
{
"epoch": 0.7709251101321586,
"grad_norm": 63.43931198120117,
"learning_rate": 4.151020408163265e-05,
"loss": 0.1767,
"step": 350
},
{
"epoch": 0.8259911894273128,
"grad_norm": 13.402261734008789,
"learning_rate": 4.048979591836735e-05,
"loss": 0.4263,
"step": 375
},
{
"epoch": 0.8810572687224669,
"grad_norm": 80.55384063720703,
"learning_rate": 3.9469387755102045e-05,
"loss": 0.3597,
"step": 400
},
{
"epoch": 0.9361233480176211,
"grad_norm": 2.136183500289917,
"learning_rate": 3.844897959183674e-05,
"loss": 0.2739,
"step": 425
},
{
"epoch": 0.9911894273127754,
"grad_norm": 34.432132720947266,
"learning_rate": 3.742857142857143e-05,
"loss": 0.4018,
"step": 450
},
{
"epoch": 1.0,
"eval_accuracy": 0.8665195808052951,
"eval_f1_macro": 0.8283997321654719,
"eval_f1_micro": 0.8665195808052951,
"eval_f1_weighted": 0.8686614641516474,
"eval_loss": 0.3665294647216797,
"eval_precision_macro": 0.851578163810387,
"eval_precision_micro": 0.8665195808052951,
"eval_precision_weighted": 0.8862860589163636,
"eval_recall_macro": 0.8254227786088771,
"eval_recall_micro": 0.8665195808052951,
"eval_recall_weighted": 0.8665195808052951,
"eval_runtime": 24.5021,
"eval_samples_per_second": 147.987,
"eval_steps_per_second": 9.265,
"step": 454
},
{
"epoch": 1.0462555066079295,
"grad_norm": 32.53194046020508,
"learning_rate": 3.640816326530612e-05,
"loss": 0.3578,
"step": 475
},
{
"epoch": 1.1013215859030836,
"grad_norm": 12.507505416870117,
"learning_rate": 3.538775510204082e-05,
"loss": 0.283,
"step": 500
},
{
"epoch": 1.1563876651982379,
"grad_norm": 21.437583923339844,
"learning_rate": 3.436734693877551e-05,
"loss": 0.3169,
"step": 525
},
{
"epoch": 1.2114537444933922,
"grad_norm": 24.21172332763672,
"learning_rate": 3.3346938775510205e-05,
"loss": 0.2746,
"step": 550
},
{
"epoch": 1.2665198237885462,
"grad_norm": 16.129947662353516,
"learning_rate": 3.23265306122449e-05,
"loss": 0.224,
"step": 575
},
{
"epoch": 1.3215859030837005,
"grad_norm": 0.1952405422925949,
"learning_rate": 3.1306122448979594e-05,
"loss": 0.2148,
"step": 600
},
{
"epoch": 1.3766519823788546,
"grad_norm": 8.216381072998047,
"learning_rate": 3.0285714285714288e-05,
"loss": 0.33,
"step": 625
},
{
"epoch": 1.4317180616740088,
"grad_norm": 14.885648727416992,
"learning_rate": 2.9265306122448982e-05,
"loss": 0.2717,
"step": 650
},
{
"epoch": 1.4867841409691631,
"grad_norm": 40.765113830566406,
"learning_rate": 2.8244897959183673e-05,
"loss": 0.3455,
"step": 675
},
{
"epoch": 1.5418502202643172,
"grad_norm": 19.627338409423828,
"learning_rate": 2.7224489795918368e-05,
"loss": 0.262,
"step": 700
},
{
"epoch": 1.5969162995594712,
"grad_norm": 7.5291972160339355,
"learning_rate": 2.620408163265306e-05,
"loss": 0.4149,
"step": 725
},
{
"epoch": 1.6519823788546255,
"grad_norm": 18.426895141601562,
"learning_rate": 2.518367346938776e-05,
"loss": 0.2655,
"step": 750
},
{
"epoch": 1.7070484581497798,
"grad_norm": 24.276607513427734,
"learning_rate": 2.416326530612245e-05,
"loss": 0.401,
"step": 775
},
{
"epoch": 1.7621145374449338,
"grad_norm": 4.47360372543335,
"learning_rate": 2.3142857142857145e-05,
"loss": 0.2396,
"step": 800
},
{
"epoch": 1.8171806167400881,
"grad_norm": 89.49807739257812,
"learning_rate": 2.2122448979591836e-05,
"loss": 0.2951,
"step": 825
},
{
"epoch": 1.8722466960352424,
"grad_norm": 13.01455020904541,
"learning_rate": 2.110204081632653e-05,
"loss": 0.2654,
"step": 850
},
{
"epoch": 1.9273127753303965,
"grad_norm": 0.8529973030090332,
"learning_rate": 2.0081632653061225e-05,
"loss": 0.3684,
"step": 875
},
{
"epoch": 1.9823788546255505,
"grad_norm": 18.54584503173828,
"learning_rate": 1.906122448979592e-05,
"loss": 0.3434,
"step": 900
},
{
"epoch": 2.0,
"eval_accuracy": 0.8626585769442913,
"eval_f1_macro": 0.8149603266772006,
"eval_f1_micro": 0.8626585769442913,
"eval_f1_weighted": 0.862521320160242,
"eval_loss": 0.42735883593559265,
"eval_precision_macro": 0.864044899871371,
"eval_precision_micro": 0.8626585769442913,
"eval_precision_weighted": 0.8869813676514895,
"eval_recall_macro": 0.8017329444734634,
"eval_recall_micro": 0.8626585769442913,
"eval_recall_weighted": 0.8626585769442913,
"eval_runtime": 24.5304,
"eval_samples_per_second": 147.816,
"eval_steps_per_second": 9.254,
"step": 908
},
{
"epoch": 2.037444933920705,
"grad_norm": 32.09855651855469,
"learning_rate": 1.8040816326530614e-05,
"loss": 0.3931,
"step": 925
},
{
"epoch": 2.092511013215859,
"grad_norm": 12.878518104553223,
"learning_rate": 1.7020408163265305e-05,
"loss": 0.2092,
"step": 950
},
{
"epoch": 2.147577092511013,
"grad_norm": 6.512836933135986,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.1755,
"step": 975
},
{
"epoch": 2.202643171806167,
"grad_norm": 13.462218284606934,
"learning_rate": 1.4979591836734694e-05,
"loss": 0.265,
"step": 1000
},
{
"epoch": 2.2577092511013217,
"grad_norm": 6.5825347900390625,
"learning_rate": 1.395918367346939e-05,
"loss": 0.3132,
"step": 1025
},
{
"epoch": 2.3127753303964758,
"grad_norm": 8.169792175292969,
"learning_rate": 1.2938775510204082e-05,
"loss": 0.2036,
"step": 1050
},
{
"epoch": 2.36784140969163,
"grad_norm": 0.07600528746843338,
"learning_rate": 1.1918367346938777e-05,
"loss": 0.2417,
"step": 1075
},
{
"epoch": 2.4229074889867843,
"grad_norm": 37.740264892578125,
"learning_rate": 1.089795918367347e-05,
"loss": 0.3434,
"step": 1100
},
{
"epoch": 2.4779735682819384,
"grad_norm": 0.7481518983840942,
"learning_rate": 9.877551020408164e-06,
"loss": 0.3904,
"step": 1125
},
{
"epoch": 2.5330396475770924,
"grad_norm": 19.178939819335938,
"learning_rate": 8.857142857142857e-06,
"loss": 0.2762,
"step": 1150
},
{
"epoch": 2.5881057268722465,
"grad_norm": 31.451202392578125,
"learning_rate": 7.836734693877551e-06,
"loss": 0.1749,
"step": 1175
},
{
"epoch": 2.643171806167401,
"grad_norm": 19.86487579345703,
"learning_rate": 6.857142857142858e-06,
"loss": 0.2828,
"step": 1200
},
{
"epoch": 2.698237885462555,
"grad_norm": 26.013954162597656,
"learning_rate": 5.8367346938775515e-06,
"loss": 0.2932,
"step": 1225
},
{
"epoch": 2.753303964757709,
"grad_norm": 9.863497734069824,
"learning_rate": 4.816326530612245e-06,
"loss": 0.1348,
"step": 1250
},
{
"epoch": 2.8083700440528636,
"grad_norm": 5.155836582183838,
"learning_rate": 3.7959183673469385e-06,
"loss": 0.1825,
"step": 1275
},
{
"epoch": 2.8634361233480177,
"grad_norm": 34.157859802246094,
"learning_rate": 2.775510204081633e-06,
"loss": 0.2959,
"step": 1300
},
{
"epoch": 2.9185022026431717,
"grad_norm": 18.83913803100586,
"learning_rate": 1.7551020408163264e-06,
"loss": 0.147,
"step": 1325
},
{
"epoch": 2.9735682819383262,
"grad_norm": 23.70765495300293,
"learning_rate": 7.346938775510204e-07,
"loss": 0.3109,
"step": 1350
},
{
"epoch": 3.0,
"eval_accuracy": 0.9117484831770546,
"eval_f1_macro": 0.8819634453630242,
"eval_f1_micro": 0.9117484831770546,
"eval_f1_weighted": 0.9111571757544475,
"eval_loss": 0.29826417565345764,
"eval_precision_macro": 0.9005385696343319,
"eval_precision_micro": 0.9117484831770546,
"eval_precision_weighted": 0.917903672857539,
"eval_recall_macro": 0.872875172834113,
"eval_recall_micro": 0.9117484831770546,
"eval_recall_weighted": 0.9117484831770546,
"eval_runtime": 24.4755,
"eval_samples_per_second": 148.148,
"eval_steps_per_second": 9.275,
"step": 1362
}
],
"logging_steps": 25,
"max_steps": 1362,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.01
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.7382422149074944e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}