turanassist-intent-e5 / model_info.json
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Классификатор интентов TuranAssist: e5_frozen_logreg, ONNX int8
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{
"name": "e5_frozen_logreg",
"base_model": "intfloat/multilingual-e5-small",
"format": "onnx-int8",
"file": "model.onnx",
"inputs": [
"input_ids",
"attention_mask"
],
"output": "probabilities",
"query_prefix": "query: ",
"max_length": 64,
"threshold": 0.5892234200357218,
"intents": [
"about_university",
"academic_calendar",
"academic_integrity",
"academic_leave",
"academic_mobility",
"admission_deadlines",
"admission_documents",
"admission_steps",
"appeal",
"capabilities",
"career_center",
"certificates",
"college_graduates",
"contacts",
"creative_exam",
"dormitory",
"ent_discounts",
"ent_subjects",
"faculties",
"foreign_applicants",
"foundation",
"goodbye",
"grading_gpa",
"greeting",
"inclusive_education",
"international_exams",
"language_cert_discounts",
"library",
"location",
"master_admission",
"master_programs",
"medical_center",
"military",
"missed_exam",
"other_discounts",
"passing_score",
"payment_details",
"phd_admission",
"portals",
"practice",
"programs_list",
"retake_fx",
"schedule",
"state_grant",
"stipend",
"student_clubs",
"study_forms",
"thanks",
"transfer_restore",
"tuition_bachelor",
"tuition_postgrad",
"turan_umiti_grant",
"vacant_grant"
],
"hf_repo": "AlexCode2003/turanassist-intent-e5",
"seed": 42,
"epochs": 10,
"learning_rate": 5e-05
}