autotrain-v2-test3 / checkpoint-1530 /trainer_state.json
younoger's picture
Upload folder using huggingface_hub
c8ed38b verified
{
"best_metric": 0.009224997833371162,
"best_model_checkpoint": "/tmp/model/checkpoint-1530",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1530,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"learning_rate": 8.169934640522877e-06,
"loss": 0.2238,
"step": 25
},
{
"epoch": 0.1,
"learning_rate": 1.6339869281045753e-05,
"loss": 0.1052,
"step": 50
},
{
"epoch": 0.15,
"learning_rate": 2.4509803921568626e-05,
"loss": 0.0724,
"step": 75
},
{
"epoch": 0.2,
"learning_rate": 3.2679738562091506e-05,
"loss": 0.0251,
"step": 100
},
{
"epoch": 0.25,
"learning_rate": 4.084967320261438e-05,
"loss": 0.0326,
"step": 125
},
{
"epoch": 0.29,
"learning_rate": 4.901960784313725e-05,
"loss": 0.0421,
"step": 150
},
{
"epoch": 0.34,
"learning_rate": 4.920116194625999e-05,
"loss": 0.003,
"step": 175
},
{
"epoch": 0.39,
"learning_rate": 4.829339143064633e-05,
"loss": 0.0415,
"step": 200
},
{
"epoch": 0.44,
"learning_rate": 4.742193173565723e-05,
"loss": 0.0138,
"step": 225
},
{
"epoch": 0.49,
"learning_rate": 4.651416122004357e-05,
"loss": 0.0002,
"step": 250
},
{
"epoch": 0.54,
"learning_rate": 4.5606390704429926e-05,
"loss": 0.0015,
"step": 275
},
{
"epoch": 0.59,
"learning_rate": 4.469862018881627e-05,
"loss": 0.0002,
"step": 300
},
{
"epoch": 0.64,
"learning_rate": 4.379084967320262e-05,
"loss": 0.0164,
"step": 325
},
{
"epoch": 0.69,
"learning_rate": 4.295570079883805e-05,
"loss": 0.039,
"step": 350
},
{
"epoch": 0.74,
"learning_rate": 4.20479302832244e-05,
"loss": 0.0115,
"step": 375
},
{
"epoch": 0.78,
"learning_rate": 4.1140159767610744e-05,
"loss": 0.0002,
"step": 400
},
{
"epoch": 0.83,
"learning_rate": 4.02323892519971e-05,
"loss": 0.0001,
"step": 425
},
{
"epoch": 0.88,
"learning_rate": 3.932461873638344e-05,
"loss": 0.0,
"step": 450
},
{
"epoch": 0.93,
"learning_rate": 3.841684822076979e-05,
"loss": 0.0,
"step": 475
},
{
"epoch": 0.98,
"learning_rate": 3.7509077705156135e-05,
"loss": 0.0,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.9980411361410382,
"eval_auc": 0.9945804195804195,
"eval_f1": 0.9473684210526316,
"eval_loss": 0.016766857355833054,
"eval_precision": 1.0,
"eval_recall": 0.9,
"eval_runtime": 1.4347,
"eval_samples_per_second": 711.629,
"eval_steps_per_second": 44.608,
"step": 510
},
{
"epoch": 1.03,
"learning_rate": 3.6601307189542484e-05,
"loss": 0.0066,
"step": 525
},
{
"epoch": 1.08,
"learning_rate": 3.5693536673928834e-05,
"loss": 0.0093,
"step": 550
},
{
"epoch": 1.13,
"learning_rate": 3.478576615831518e-05,
"loss": 0.0001,
"step": 575
},
{
"epoch": 1.18,
"learning_rate": 3.3877995642701525e-05,
"loss": 0.0,
"step": 600
},
{
"epoch": 1.23,
"learning_rate": 3.2970225127087875e-05,
"loss": 0.0,
"step": 625
},
{
"epoch": 1.27,
"learning_rate": 3.206245461147422e-05,
"loss": 0.0,
"step": 650
},
{
"epoch": 1.32,
"learning_rate": 3.115468409586057e-05,
"loss": 0.0,
"step": 675
},
{
"epoch": 1.37,
"learning_rate": 3.0246913580246916e-05,
"loss": 0.0,
"step": 700
},
{
"epoch": 1.42,
"learning_rate": 2.9339143064633262e-05,
"loss": 0.0,
"step": 725
},
{
"epoch": 1.47,
"learning_rate": 2.8431372549019608e-05,
"loss": 0.0457,
"step": 750
},
{
"epoch": 1.52,
"learning_rate": 2.7523602033405954e-05,
"loss": 0.0,
"step": 775
},
{
"epoch": 1.57,
"learning_rate": 2.6615831517792306e-05,
"loss": 0.0471,
"step": 800
},
{
"epoch": 1.62,
"learning_rate": 2.5708061002178652e-05,
"loss": 0.0008,
"step": 825
},
{
"epoch": 1.67,
"learning_rate": 2.4800290486564998e-05,
"loss": 0.0001,
"step": 850
},
{
"epoch": 1.72,
"learning_rate": 2.3892519970951344e-05,
"loss": 0.0001,
"step": 875
},
{
"epoch": 1.76,
"learning_rate": 2.2984749455337693e-05,
"loss": 0.0001,
"step": 900
},
{
"epoch": 1.81,
"learning_rate": 2.207697893972404e-05,
"loss": 0.0333,
"step": 925
},
{
"epoch": 1.86,
"learning_rate": 2.116920842411039e-05,
"loss": 0.0003,
"step": 950
},
{
"epoch": 1.91,
"learning_rate": 2.0261437908496734e-05,
"loss": 0.0002,
"step": 975
},
{
"epoch": 1.96,
"learning_rate": 1.935366739288308e-05,
"loss": 0.0001,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.9990205680705191,
"eval_auc": 0.9973276723276723,
"eval_f1": 0.9743589743589743,
"eval_loss": 0.010454983450472355,
"eval_precision": 1.0,
"eval_recall": 0.95,
"eval_runtime": 1.4324,
"eval_samples_per_second": 712.791,
"eval_steps_per_second": 44.68,
"step": 1020
},
{
"epoch": 2.01,
"learning_rate": 1.844589687726943e-05,
"loss": 0.0001,
"step": 1025
},
{
"epoch": 2.06,
"learning_rate": 1.7538126361655776e-05,
"loss": 0.0001,
"step": 1050
},
{
"epoch": 2.11,
"learning_rate": 1.663035584604212e-05,
"loss": 0.0,
"step": 1075
},
{
"epoch": 2.16,
"learning_rate": 1.5722585330428467e-05,
"loss": 0.0001,
"step": 1100
},
{
"epoch": 2.21,
"learning_rate": 1.4814814814814815e-05,
"loss": 0.0,
"step": 1125
},
{
"epoch": 2.25,
"learning_rate": 1.3907044299201164e-05,
"loss": 0.0001,
"step": 1150
},
{
"epoch": 2.3,
"learning_rate": 1.299927378358751e-05,
"loss": 0.0001,
"step": 1175
},
{
"epoch": 2.35,
"learning_rate": 1.2091503267973856e-05,
"loss": 0.0373,
"step": 1200
},
{
"epoch": 2.4,
"learning_rate": 1.1183732752360204e-05,
"loss": 0.0547,
"step": 1225
},
{
"epoch": 2.45,
"learning_rate": 1.0275962236746551e-05,
"loss": 0.0002,
"step": 1250
},
{
"epoch": 2.5,
"learning_rate": 9.368191721132897e-06,
"loss": 0.0005,
"step": 1275
},
{
"epoch": 2.55,
"learning_rate": 8.460421205519245e-06,
"loss": 0.0001,
"step": 1300
},
{
"epoch": 2.6,
"learning_rate": 7.5526506899055924e-06,
"loss": 0.0001,
"step": 1325
},
{
"epoch": 2.65,
"learning_rate": 6.64488017429194e-06,
"loss": 0.0028,
"step": 1350
},
{
"epoch": 2.7,
"learning_rate": 5.737109658678287e-06,
"loss": 0.0,
"step": 1375
},
{
"epoch": 2.75,
"learning_rate": 4.8293391430646336e-06,
"loss": 0.0001,
"step": 1400
},
{
"epoch": 2.79,
"learning_rate": 3.92156862745098e-06,
"loss": 0.0001,
"step": 1425
},
{
"epoch": 2.84,
"learning_rate": 3.0137981118373275e-06,
"loss": 0.0001,
"step": 1450
},
{
"epoch": 2.89,
"learning_rate": 2.1060275962236747e-06,
"loss": 0.0001,
"step": 1475
},
{
"epoch": 2.94,
"learning_rate": 1.1982570806100219e-06,
"loss": 0.0001,
"step": 1500
},
{
"epoch": 2.99,
"learning_rate": 2.904865649963689e-07,
"loss": 0.0,
"step": 1525
},
{
"epoch": 3.0,
"eval_accuracy": 0.9990205680705191,
"eval_auc": 0.9993006993006993,
"eval_f1": 0.9743589743589743,
"eval_loss": 0.009224997833371162,
"eval_precision": 1.0,
"eval_recall": 0.95,
"eval_runtime": 1.4372,
"eval_samples_per_second": 710.404,
"eval_steps_per_second": 44.531,
"step": 1530
}
],
"logging_steps": 25,
"max_steps": 1530,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 805119829401600.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}