dev_da_roles_1 / meta.json
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Upload dev+data-analyst r95 tiny BERT model
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{
"task": "dev_da_vs_other_binary",
"positive_definition": "role_category in TECH_CLASSES AND team_lead==0",
"tech_classes": [
"Backend",
"Data Analyst",
"Desktop / Systems",
"Embedded",
"Frontend",
"Fullstack",
"ML / AI / Data Scientist",
"Mobile"
],
"labels": [
"other",
"tech"
],
"max_len": 256,
"description_chars": 1200,
"base_model": "cointegrated/rubert-tiny2",
"trained_on": "vacancies_labeled.csv",
"best_epoch": 8,
"best_threshold": 0.37654510140419006,
"best_precision_at_threshold": 0.8796791443850267,
"best_recall_at_threshold": 0.9508670520231214,
"best_roc_auc": 0.9790331422674761,
"target_recall": 0.95,
"pos_weight": 2.481304126337239
}