File size: 1,216 Bytes
9da623b 93c43d3 9da623b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 | {
"binary": [
"FALSE",
"TRUE"
],
"interview_gate": [
"NON_INTERVIEW",
"INTERVIEW_RELATED"
],
"interview_type": [
"INTERVIEW_INVITE",
"INTERVIEW_CONFIRMED"
],
"offer_gate": [
"NON_OFFER",
"JOB_OFFER_RECEIVED"
],
"declined_gate": [
"NOT_DECLINED",
"DECLINED"
],
"application_gate": [
"NOT_APPLICATION_SUBMITTED",
"APPLICATION_SUBMITTED"
],
"final_status": [
"REVIEW_IN_PROGRESS",
"NEXT_STEP"
],
"head_names": [
"binary",
"interview_gate",
"interview_type",
"offer_gate",
"declined_gate",
"application_gate",
"final_status"
],
"head_num_classes": {
"binary": 2,
"interview_gate": 2,
"interview_type": 2,
"offer_gate": 2,
"declined_gate": 2,
"application_gate": 2,
"final_status": 2
},
"description": "Multitask DeBERTa-v3 hierarchical status classifier with 7 heads",
"model_name": "microsoft/deberta-v3-base",
"max_len": 256,
"note": "No requires_user_action check in final_status",
"synthetic_augmentation": {
"enabled": true,
"source": "circlemachinelearning/synthetic_job_offers",
"n_samples": 500,
"target_class": "JOB_OFFER_RECEIVED"
}
} |