MiniLM_NaturalQuestions / trainer_state.json
remunds's picture
Upload 14 files
e5ffec8
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.8252450781819656,
"global_step": 24686,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04,
"learning_rate": 2.9392368143887224e-05,
"loss": 2.6222,
"step": 500
},
{
"epoch": 0.08,
"learning_rate": 2.8784736287774447e-05,
"loss": 1.7824,
"step": 1000
},
{
"epoch": 0.12,
"learning_rate": 2.817710443166167e-05,
"loss": 1.6134,
"step": 1500
},
{
"epoch": 0.16,
"learning_rate": 2.7569472575548894e-05,
"loss": 1.492,
"step": 2000
},
{
"epoch": 0.2,
"learning_rate": 2.6961840719436117e-05,
"loss": 1.4179,
"step": 2500
},
{
"epoch": 0.24,
"learning_rate": 2.6354208863323343e-05,
"loss": 1.4101,
"step": 3000
},
{
"epoch": 0.28,
"learning_rate": 2.5746577007210563e-05,
"loss": 1.3602,
"step": 3500
},
{
"epoch": 0.32,
"learning_rate": 2.513894515109779e-05,
"loss": 1.3182,
"step": 4000
},
{
"epoch": 0.36,
"learning_rate": 2.4531313294985013e-05,
"loss": 1.3338,
"step": 4500
},
{
"epoch": 0.41,
"learning_rate": 2.3923681438872236e-05,
"loss": 1.3377,
"step": 5000
},
{
"epoch": 0.45,
"learning_rate": 2.331604958275946e-05,
"loss": 1.3059,
"step": 5500
},
{
"epoch": 0.49,
"learning_rate": 2.2708417726646683e-05,
"loss": 1.2811,
"step": 6000
},
{
"epoch": 0.53,
"learning_rate": 2.2100785870533906e-05,
"loss": 1.2666,
"step": 6500
},
{
"epoch": 0.57,
"learning_rate": 2.1493154014421133e-05,
"loss": 1.2554,
"step": 7000
},
{
"epoch": 0.61,
"learning_rate": 2.0885522158308352e-05,
"loss": 1.2196,
"step": 7500
},
{
"epoch": 0.65,
"learning_rate": 2.027789030219558e-05,
"loss": 1.2499,
"step": 8000
},
{
"epoch": 0.69,
"learning_rate": 1.96702584460828e-05,
"loss": 1.197,
"step": 8500
},
{
"epoch": 0.73,
"learning_rate": 1.9062626589970022e-05,
"loss": 1.2032,
"step": 9000
},
{
"epoch": 0.77,
"learning_rate": 1.845499473385725e-05,
"loss": 1.2115,
"step": 9500
},
{
"epoch": 0.81,
"learning_rate": 1.784736287774447e-05,
"loss": 1.2381,
"step": 10000
},
{
"epoch": 0.85,
"learning_rate": 1.7239731021631695e-05,
"loss": 1.2194,
"step": 10500
},
{
"epoch": 0.89,
"learning_rate": 1.663209916551892e-05,
"loss": 1.2124,
"step": 11000
},
{
"epoch": 0.93,
"learning_rate": 1.602446730940614e-05,
"loss": 1.1917,
"step": 11500
},
{
"epoch": 0.97,
"learning_rate": 1.5416835453293365e-05,
"loss": 1.1998,
"step": 12000
},
{
"epoch": 1.01,
"learning_rate": 1.4809203597180588e-05,
"loss": 1.1596,
"step": 12500
},
{
"epoch": 1.05,
"learning_rate": 1.4201571741067811e-05,
"loss": 1.0373,
"step": 13000
},
{
"epoch": 1.09,
"learning_rate": 1.3593939884955035e-05,
"loss": 1.0618,
"step": 13500
},
{
"epoch": 1.13,
"learning_rate": 1.298630802884226e-05,
"loss": 1.0332,
"step": 14000
},
{
"epoch": 1.17,
"learning_rate": 1.2378676172729483e-05,
"loss": 1.0407,
"step": 14500
},
{
"epoch": 1.04,
"learning_rate": 2.9392368143887224e-05,
"loss": 1.0722,
"step": 15000
},
{
"epoch": 1.08,
"learning_rate": 2.8784736287774447e-05,
"loss": 1.0825,
"step": 15500
},
{
"epoch": 1.12,
"learning_rate": 2.817710443166167e-05,
"loss": 1.1312,
"step": 16000
},
{
"epoch": 1.16,
"learning_rate": 2.7569472575548894e-05,
"loss": 1.1025,
"step": 16500
},
{
"epoch": 1.2,
"learning_rate": 2.6961840719436117e-05,
"loss": 1.1045,
"step": 17000
},
{
"epoch": 1.24,
"learning_rate": 2.6354208863323343e-05,
"loss": 1.1177,
"step": 17500
},
{
"epoch": 1.28,
"learning_rate": 2.5746577007210563e-05,
"loss": 1.1005,
"step": 18000
},
{
"epoch": 1.32,
"learning_rate": 2.513894515109779e-05,
"loss": 1.0777,
"step": 18500
},
{
"epoch": 1.36,
"learning_rate": 2.4531313294985013e-05,
"loss": 1.1009,
"step": 19000
},
{
"epoch": 1.41,
"learning_rate": 2.3923681438872236e-05,
"loss": 1.0944,
"step": 19500
},
{
"epoch": 1.45,
"learning_rate": 2.331604958275946e-05,
"loss": 1.1001,
"step": 20000
},
{
"epoch": 1.49,
"learning_rate": 2.2708417726646683e-05,
"loss": 1.0926,
"step": 20500
},
{
"epoch": 1.53,
"learning_rate": 2.2100785870533906e-05,
"loss": 1.1123,
"step": 21000
},
{
"epoch": 1.57,
"learning_rate": 2.1493154014421133e-05,
"loss": 1.109,
"step": 21500
},
{
"epoch": 1.61,
"learning_rate": 2.0885522158308352e-05,
"loss": 1.1017,
"step": 22000
},
{
"epoch": 1.65,
"learning_rate": 2.027789030219558e-05,
"loss": 1.0779,
"step": 22500
},
{
"epoch": 1.69,
"learning_rate": 1.96702584460828e-05,
"loss": 1.067,
"step": 23000
},
{
"epoch": 1.73,
"learning_rate": 1.9062626589970022e-05,
"loss": 1.0914,
"step": 23500
},
{
"epoch": 1.77,
"learning_rate": 1.845499473385725e-05,
"loss": 1.0886,
"step": 24000
},
{
"epoch": 1.81,
"learning_rate": 1.784736287774447e-05,
"loss": 1.0861,
"step": 24500
},
{
"epoch": 1.83,
"step": 24686,
"total_flos": 1.4533519377936384e+16,
"train_loss": 0.4519888086604075,
"train_runtime": 3497.3077,
"train_samples_per_second": 84.698,
"train_steps_per_second": 7.059
}
],
"max_steps": 24686,
"num_train_epochs": 2,
"total_flos": 1.4533519377936384e+16,
"trial_name": null,
"trial_params": null
}