SupstarZh's picture
Upload 13 files
dbb3129
{
"best_metric": 0.815129401249849,
"best_model_checkpoint": "result/my-unsup-simcse-bert-base-uncased",
"epoch": 0.2399846409829771,
"global_step": 1875,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02,
"eval_avg_sts": 0.7118506537188065,
"eval_sickr_spearman": 0.7191480759127982,
"eval_stsb_spearman": 0.704553231524815,
"step": 125
},
{
"epoch": 0.03,
"eval_avg_sts": 0.7490824841945876,
"eval_sickr_spearman": 0.7415587518643453,
"eval_stsb_spearman": 0.7566062165248297,
"step": 250
},
{
"epoch": 0.05,
"eval_avg_sts": 0.761657495121701,
"eval_sickr_spearman": 0.7473965027359571,
"eval_stsb_spearman": 0.7759184875074447,
"step": 375
},
{
"epoch": 0.06,
"learning_rate": 2.8080122872136184e-05,
"loss": 0.0028,
"step": 500
},
{
"epoch": 0.06,
"eval_avg_sts": 0.7557478973832961,
"eval_sickr_spearman": 0.739644291594853,
"eval_stsb_spearman": 0.7718515031717392,
"step": 500
},
{
"epoch": 0.08,
"eval_avg_sts": 0.7582679338253449,
"eval_sickr_spearman": 0.745471220921864,
"eval_stsb_spearman": 0.7710646467288258,
"step": 625
},
{
"epoch": 0.1,
"eval_avg_sts": 0.7584985773227231,
"eval_sickr_spearman": 0.7513467923228714,
"eval_stsb_spearman": 0.7656503623225748,
"step": 750
},
{
"epoch": 0.11,
"eval_avg_sts": 0.7382867459735918,
"eval_sickr_spearman": 0.6915170632864946,
"eval_stsb_spearman": 0.785056428660689,
"step": 875
},
{
"epoch": 0.13,
"learning_rate": 2.6160245744272367e-05,
"loss": 0.001,
"step": 1000
},
{
"epoch": 0.13,
"eval_avg_sts": 0.7696010959205108,
"eval_sickr_spearman": 0.7403704289249832,
"eval_stsb_spearman": 0.7988317629160384,
"step": 1000
},
{
"epoch": 0.14,
"eval_avg_sts": 0.7688633369693862,
"eval_sickr_spearman": 0.7358842236914375,
"eval_stsb_spearman": 0.8018424502473349,
"step": 1125
},
{
"epoch": 0.16,
"eval_avg_sts": 0.7735971189091344,
"eval_sickr_spearman": 0.7425422731621982,
"eval_stsb_spearman": 0.8046519646560706,
"step": 1250
},
{
"epoch": 0.18,
"eval_avg_sts": 0.7754623637694573,
"eval_sickr_spearman": 0.7437673388828963,
"eval_stsb_spearman": 0.8071573886560185,
"step": 1375
},
{
"epoch": 0.19,
"learning_rate": 2.424036861640855e-05,
"loss": 0.0002,
"step": 1500
},
{
"epoch": 0.19,
"eval_avg_sts": 0.7741734659454558,
"eval_sickr_spearman": 0.7443858813788181,
"eval_stsb_spearman": 0.8039610505120934,
"step": 1500
},
{
"epoch": 0.21,
"eval_avg_sts": 0.779812815773511,
"eval_sickr_spearman": 0.7505964761581395,
"eval_stsb_spearman": 0.8090291553888825,
"step": 1625
},
{
"epoch": 0.22,
"eval_avg_sts": 0.7806364317746171,
"eval_sickr_spearman": 0.7509446342591667,
"eval_stsb_spearman": 0.8103282292900675,
"step": 1750
},
{
"epoch": 0.24,
"eval_avg_sts": 0.785057765369954,
"eval_sickr_spearman": 0.7549861294900588,
"eval_stsb_spearman": 0.815129401249849,
"step": 1875
}
],
"max_steps": 7813,
"num_train_epochs": 1,
"total_flos": 0,
"trial_name": null,
"trial_params": null
}