mountain-ner-bert / checkpoint_meta.json
ra1nbowdash's picture
Upload folder using huggingface_hub
2e0f9b2 verified
Raw
History Blame Contribute Delete
1.26 kB
{
"best_epoch": 2.0,
"best_dev_f1": 0.9401595744680851,
"best_path": "/Users/nickol/My Fucking Stuff/machine learning/code/data-science-test-nlp-cv/ds-internship-assessment/Task_1_NLP/artifacts/models/bert_ner",
"backbone": "dslim/bert-base-NER",
"patience": 3,
"history": [
{
"epoch": 1.0,
"eval_f1": 0.9242119382964454,
"eval_precision": 0.9248322147651007,
"eval_recall": 0.9235924932975871,
"eval_loss": 0.02194095030426979
},
{
"epoch": 2.0,
"eval_f1": 0.9401595744680851,
"eval_precision": 0.9327176781002638,
"eval_recall": 0.9477211796246648,
"eval_loss": 0.017569638788700104
},
{
"epoch": 3.0,
"eval_f1": 0.9386138613861386,
"eval_precision": 0.9245773732119635,
"eval_recall": 0.953083109919571,
"eval_loss": 0.01644252985715866
},
{
"epoch": 4.0,
"eval_f1": 0.9355263157894737,
"eval_precision": 0.9186046511627907,
"eval_recall": 0.953083109919571,
"eval_loss": 0.02181176282465458
},
{
"epoch": 5.0,
"eval_f1": 0.9381578947368421,
"eval_precision": 0.9211886304909561,
"eval_recall": 0.9557640750670241,
"eval_loss": 0.02115728333592415
}
]
}