dignity-classifier-base / trainer_state.json
edmundmills's picture
Upload folder using huggingface_hub
e8eeeef
raw
history blame
14.1 kB
{
"best_metric": 1.0422136783599854,
"best_model_checkpoint": "models/deberta-v3-base/1691009101/checkpoint-470",
"epoch": 4.986737400530504,
"global_step": 470,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"learning_rate": 1.9787234042553193e-05,
"loss": 2.1681,
"step": 5
},
{
"epoch": 0.11,
"learning_rate": 1.9574468085106384e-05,
"loss": 2.1189,
"step": 10
},
{
"epoch": 0.16,
"learning_rate": 1.9361702127659575e-05,
"loss": 2.163,
"step": 15
},
{
"epoch": 0.21,
"learning_rate": 1.914893617021277e-05,
"loss": 2.111,
"step": 20
},
{
"epoch": 0.27,
"learning_rate": 1.893617021276596e-05,
"loss": 2.1833,
"step": 25
},
{
"epoch": 0.32,
"learning_rate": 1.872340425531915e-05,
"loss": 2.0812,
"step": 30
},
{
"epoch": 0.37,
"learning_rate": 1.8510638297872342e-05,
"loss": 2.1295,
"step": 35
},
{
"epoch": 0.42,
"learning_rate": 1.8297872340425533e-05,
"loss": 2.0143,
"step": 40
},
{
"epoch": 0.48,
"learning_rate": 1.8085106382978724e-05,
"loss": 2.1968,
"step": 45
},
{
"epoch": 0.53,
"learning_rate": 1.7872340425531915e-05,
"loss": 1.995,
"step": 50
},
{
"epoch": 0.58,
"learning_rate": 1.765957446808511e-05,
"loss": 2.0799,
"step": 55
},
{
"epoch": 0.64,
"learning_rate": 1.74468085106383e-05,
"loss": 1.9155,
"step": 60
},
{
"epoch": 0.69,
"learning_rate": 1.723404255319149e-05,
"loss": 1.9628,
"step": 65
},
{
"epoch": 0.74,
"learning_rate": 1.7021276595744682e-05,
"loss": 1.9793,
"step": 70
},
{
"epoch": 0.8,
"learning_rate": 1.6808510638297873e-05,
"loss": 1.8198,
"step": 75
},
{
"epoch": 0.85,
"learning_rate": 1.6595744680851064e-05,
"loss": 1.6043,
"step": 80
},
{
"epoch": 0.9,
"learning_rate": 1.6382978723404255e-05,
"loss": 1.6209,
"step": 85
},
{
"epoch": 0.95,
"learning_rate": 1.6170212765957446e-05,
"loss": 1.5354,
"step": 90
},
{
"epoch": 1.0,
"eval_dignity_contempt_accuracy": 0.797153024911032,
"eval_loss": 1.4699641466140747,
"eval_mae": 0.5818505338078291,
"eval_n_samples": 670,
"eval_runtime": 13.4181,
"eval_samples_per_second": 49.933,
"eval_scorable_accuracy": 0.8776119402985074,
"eval_steps_per_second": 6.26,
"eval_top_1_accuracy": 0.5223880597014925,
"eval_top_2_accuracy": 0.8843416370106761,
"step": 94
},
{
"epoch": 1.01,
"learning_rate": 1.595744680851064e-05,
"loss": 1.5383,
"step": 95
},
{
"epoch": 1.06,
"learning_rate": 1.5744680851063832e-05,
"loss": 1.5934,
"step": 100
},
{
"epoch": 1.11,
"learning_rate": 1.5531914893617023e-05,
"loss": 1.5562,
"step": 105
},
{
"epoch": 1.17,
"learning_rate": 1.5319148936170214e-05,
"loss": 1.4006,
"step": 110
},
{
"epoch": 1.22,
"learning_rate": 1.5106382978723407e-05,
"loss": 1.4296,
"step": 115
},
{
"epoch": 1.27,
"learning_rate": 1.4893617021276596e-05,
"loss": 1.3508,
"step": 120
},
{
"epoch": 1.33,
"learning_rate": 1.4680851063829789e-05,
"loss": 1.3246,
"step": 125
},
{
"epoch": 1.38,
"learning_rate": 1.4468085106382981e-05,
"loss": 1.2573,
"step": 130
},
{
"epoch": 1.43,
"learning_rate": 1.425531914893617e-05,
"loss": 1.4491,
"step": 135
},
{
"epoch": 1.49,
"learning_rate": 1.4042553191489363e-05,
"loss": 1.2537,
"step": 140
},
{
"epoch": 1.54,
"learning_rate": 1.3829787234042556e-05,
"loss": 1.3947,
"step": 145
},
{
"epoch": 1.59,
"learning_rate": 1.3617021276595745e-05,
"loss": 1.282,
"step": 150
},
{
"epoch": 1.64,
"learning_rate": 1.3404255319148938e-05,
"loss": 1.3167,
"step": 155
},
{
"epoch": 1.7,
"learning_rate": 1.3191489361702127e-05,
"loss": 1.3456,
"step": 160
},
{
"epoch": 1.75,
"learning_rate": 1.297872340425532e-05,
"loss": 1.2924,
"step": 165
},
{
"epoch": 1.8,
"learning_rate": 1.2765957446808513e-05,
"loss": 1.4235,
"step": 170
},
{
"epoch": 1.86,
"learning_rate": 1.2553191489361702e-05,
"loss": 1.157,
"step": 175
},
{
"epoch": 1.91,
"learning_rate": 1.2340425531914895e-05,
"loss": 1.1315,
"step": 180
},
{
"epoch": 1.96,
"learning_rate": 1.2127659574468087e-05,
"loss": 1.2265,
"step": 185
},
{
"epoch": 1.99,
"eval_dignity_contempt_accuracy": 0.8087248322147651,
"eval_loss": 1.1996970176696777,
"eval_mae": 0.5134228187919463,
"eval_n_samples": 670,
"eval_runtime": 13.4177,
"eval_samples_per_second": 49.934,
"eval_scorable_accuracy": 0.9313432835820895,
"eval_steps_per_second": 6.26,
"eval_top_1_accuracy": 0.5492537313432836,
"eval_top_2_accuracy": 0.9328859060402684,
"step": 188
},
{
"epoch": 2.02,
"learning_rate": 1.1914893617021277e-05,
"loss": 1.1528,
"step": 190
},
{
"epoch": 2.07,
"learning_rate": 1.170212765957447e-05,
"loss": 1.1732,
"step": 195
},
{
"epoch": 2.12,
"learning_rate": 1.1489361702127662e-05,
"loss": 1.1946,
"step": 200
},
{
"epoch": 2.18,
"learning_rate": 1.1276595744680851e-05,
"loss": 1.0079,
"step": 205
},
{
"epoch": 2.23,
"learning_rate": 1.1063829787234044e-05,
"loss": 0.9267,
"step": 210
},
{
"epoch": 2.28,
"learning_rate": 1.0851063829787233e-05,
"loss": 1.06,
"step": 215
},
{
"epoch": 2.33,
"learning_rate": 1.0638297872340426e-05,
"loss": 1.0085,
"step": 220
},
{
"epoch": 2.39,
"learning_rate": 1.0425531914893619e-05,
"loss": 1.0053,
"step": 225
},
{
"epoch": 2.44,
"learning_rate": 1.0212765957446808e-05,
"loss": 1.0857,
"step": 230
},
{
"epoch": 2.49,
"learning_rate": 1e-05,
"loss": 0.8903,
"step": 235
},
{
"epoch": 2.55,
"learning_rate": 9.787234042553192e-06,
"loss": 1.1211,
"step": 240
},
{
"epoch": 2.6,
"learning_rate": 9.574468085106385e-06,
"loss": 1.0351,
"step": 245
},
{
"epoch": 2.65,
"learning_rate": 9.361702127659576e-06,
"loss": 0.9636,
"step": 250
},
{
"epoch": 2.71,
"learning_rate": 9.148936170212767e-06,
"loss": 0.9087,
"step": 255
},
{
"epoch": 2.76,
"learning_rate": 8.936170212765958e-06,
"loss": 0.9624,
"step": 260
},
{
"epoch": 2.81,
"learning_rate": 8.72340425531915e-06,
"loss": 0.9403,
"step": 265
},
{
"epoch": 2.86,
"learning_rate": 8.510638297872341e-06,
"loss": 0.9479,
"step": 270
},
{
"epoch": 2.92,
"learning_rate": 8.297872340425532e-06,
"loss": 0.8829,
"step": 275
},
{
"epoch": 2.97,
"learning_rate": 8.085106382978723e-06,
"loss": 0.992,
"step": 280
},
{
"epoch": 2.99,
"eval_dignity_contempt_accuracy": 0.8266199649737302,
"eval_loss": 1.091895580291748,
"eval_mae": 0.4658493870402802,
"eval_n_samples": 670,
"eval_runtime": 13.4128,
"eval_samples_per_second": 49.952,
"eval_scorable_accuracy": 0.9059701492537313,
"eval_steps_per_second": 6.263,
"eval_top_1_accuracy": 0.5776119402985075,
"eval_top_2_accuracy": 0.9316987740805605,
"step": 282
},
{
"epoch": 3.02,
"learning_rate": 7.872340425531916e-06,
"loss": 0.9552,
"step": 285
},
{
"epoch": 3.08,
"learning_rate": 7.659574468085107e-06,
"loss": 0.8174,
"step": 290
},
{
"epoch": 3.13,
"learning_rate": 7.446808510638298e-06,
"loss": 0.766,
"step": 295
},
{
"epoch": 3.18,
"learning_rate": 7.234042553191491e-06,
"loss": 0.7773,
"step": 300
},
{
"epoch": 3.24,
"learning_rate": 7.021276595744682e-06,
"loss": 0.9016,
"step": 305
},
{
"epoch": 3.29,
"learning_rate": 6.808510638297873e-06,
"loss": 0.8505,
"step": 310
},
{
"epoch": 3.34,
"learning_rate": 6.595744680851064e-06,
"loss": 0.9318,
"step": 315
},
{
"epoch": 3.4,
"learning_rate": 6.382978723404256e-06,
"loss": 0.7373,
"step": 320
},
{
"epoch": 3.45,
"learning_rate": 6.170212765957447e-06,
"loss": 0.7445,
"step": 325
},
{
"epoch": 3.5,
"learning_rate": 5.957446808510638e-06,
"loss": 0.8805,
"step": 330
},
{
"epoch": 3.55,
"learning_rate": 5.744680851063831e-06,
"loss": 0.7931,
"step": 335
},
{
"epoch": 3.61,
"learning_rate": 5.531914893617022e-06,
"loss": 0.8024,
"step": 340
},
{
"epoch": 3.66,
"learning_rate": 5.319148936170213e-06,
"loss": 0.7106,
"step": 345
},
{
"epoch": 3.71,
"learning_rate": 5.106382978723404e-06,
"loss": 0.7161,
"step": 350
},
{
"epoch": 3.77,
"learning_rate": 4.893617021276596e-06,
"loss": 0.7998,
"step": 355
},
{
"epoch": 3.82,
"learning_rate": 4.680851063829788e-06,
"loss": 0.6772,
"step": 360
},
{
"epoch": 3.87,
"learning_rate": 4.468085106382979e-06,
"loss": 0.7802,
"step": 365
},
{
"epoch": 3.93,
"learning_rate": 4.255319148936171e-06,
"loss": 0.7525,
"step": 370
},
{
"epoch": 3.98,
"learning_rate": 4.042553191489362e-06,
"loss": 0.7967,
"step": 375
},
{
"epoch": 4.0,
"eval_dignity_contempt_accuracy": 0.8305084745762712,
"eval_loss": 1.0538846254348755,
"eval_mae": 0.43559322033898307,
"eval_n_samples": 670,
"eval_runtime": 13.4019,
"eval_samples_per_second": 49.993,
"eval_scorable_accuracy": 0.926865671641791,
"eval_steps_per_second": 6.268,
"eval_top_1_accuracy": 0.6044776119402985,
"eval_top_2_accuracy": 0.9372881355932203,
"step": 377
},
{
"epoch": 4.03,
"learning_rate": 3.8297872340425535e-06,
"loss": 0.7263,
"step": 380
},
{
"epoch": 4.08,
"learning_rate": 3.6170212765957453e-06,
"loss": 0.7746,
"step": 385
},
{
"epoch": 4.14,
"learning_rate": 3.4042553191489363e-06,
"loss": 0.7231,
"step": 390
},
{
"epoch": 4.19,
"learning_rate": 3.191489361702128e-06,
"loss": 0.7129,
"step": 395
},
{
"epoch": 4.24,
"learning_rate": 2.978723404255319e-06,
"loss": 0.7609,
"step": 400
},
{
"epoch": 4.3,
"learning_rate": 2.765957446808511e-06,
"loss": 0.7708,
"step": 405
},
{
"epoch": 4.35,
"learning_rate": 2.553191489361702e-06,
"loss": 0.6699,
"step": 410
},
{
"epoch": 4.4,
"learning_rate": 2.340425531914894e-06,
"loss": 0.5928,
"step": 415
},
{
"epoch": 4.46,
"learning_rate": 2.1276595744680853e-06,
"loss": 0.6845,
"step": 420
},
{
"epoch": 4.51,
"learning_rate": 1.9148936170212767e-06,
"loss": 0.6752,
"step": 425
},
{
"epoch": 4.56,
"learning_rate": 1.7021276595744682e-06,
"loss": 0.5874,
"step": 430
},
{
"epoch": 4.62,
"learning_rate": 1.4893617021276596e-06,
"loss": 0.6781,
"step": 435
},
{
"epoch": 4.67,
"learning_rate": 1.276595744680851e-06,
"loss": 0.6023,
"step": 440
},
{
"epoch": 4.72,
"learning_rate": 1.0638297872340427e-06,
"loss": 0.5626,
"step": 445
},
{
"epoch": 4.77,
"learning_rate": 8.510638297872341e-07,
"loss": 0.6321,
"step": 450
},
{
"epoch": 4.83,
"learning_rate": 6.382978723404255e-07,
"loss": 0.6318,
"step": 455
},
{
"epoch": 4.88,
"learning_rate": 4.2553191489361704e-07,
"loss": 0.5816,
"step": 460
},
{
"epoch": 4.93,
"learning_rate": 2.1276595744680852e-07,
"loss": 0.7118,
"step": 465
},
{
"epoch": 4.99,
"learning_rate": 0.0,
"loss": 0.6383,
"step": 470
},
{
"epoch": 4.99,
"eval_dignity_contempt_accuracy": 0.8398637137989778,
"eval_loss": 1.0422136783599854,
"eval_mae": 0.42759795570698467,
"eval_n_samples": 670,
"eval_runtime": 13.4143,
"eval_samples_per_second": 49.947,
"eval_scorable_accuracy": 0.9223880597014925,
"eval_steps_per_second": 6.262,
"eval_top_1_accuracy": 0.6119402985074627,
"eval_top_2_accuracy": 0.9369676320272572,
"step": 470
}
],
"max_steps": 470,
"num_train_epochs": 5,
"total_flos": 7904494608261120.0,
"trial_name": null,
"trial_params": null
}