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AITU intent classifier rubert-base-cased (macro-F1 0.964)
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{
"add_cross_attention": false,
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": null,
"classifier_dropout": null,
"directionality": "bidi",
"dtype": "float32",
"eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "advisor_contact",
"1": "appeal_grade",
"2": "assignment_deadline",
"3": "assignment_requirements",
"4": "canteen_info",
"5": "check_grades",
"6": "course_materials",
"7": "dormitory_info",
"8": "exam_format",
"9": "exam_room",
"10": "exam_rules",
"11": "exam_schedule",
"12": "goodbye",
"13": "gpa_question",
"14": "grade_formula",
"15": "greeting",
"16": "human_operator",
"17": "id_card_problem",
"18": "lesson_cancelled",
"19": "lesson_room",
"20": "lesson_time",
"21": "library_info",
"22": "military_office",
"23": "missed_assignment",
"24": "moodle_problem",
"25": "online_or_offline",
"26": "out_of_scope",
"27": "payment_deadline",
"28": "payment_receipt",
"29": "registrar_office",
"30": "retake_exam",
"31": "retake_grade",
"32": "schedule_group",
"33": "schedule_teacher",
"34": "schedule_today",
"35": "schedule_tomorrow",
"36": "schedule_week",
"37": "scholarship_lost",
"38": "scholarship_threshold",
"39": "student_certificate",
"40": "submit_assignment",
"41": "thanks",
"42": "transcript_request",
"43": "tuition_payment",
"44": "wifi_problem"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"is_decoder": false,
"label2id": {
"advisor_contact": 0,
"appeal_grade": 1,
"assignment_deadline": 2,
"assignment_requirements": 3,
"canteen_info": 4,
"check_grades": 5,
"course_materials": 6,
"dormitory_info": 7,
"exam_format": 8,
"exam_room": 9,
"exam_rules": 10,
"exam_schedule": 11,
"goodbye": 12,
"gpa_question": 13,
"grade_formula": 14,
"greeting": 15,
"human_operator": 16,
"id_card_problem": 17,
"lesson_cancelled": 18,
"lesson_room": 19,
"lesson_time": 20,
"library_info": 21,
"military_office": 22,
"missed_assignment": 23,
"moodle_problem": 24,
"online_or_offline": 25,
"out_of_scope": 26,
"payment_deadline": 27,
"payment_receipt": 28,
"registrar_office": 29,
"retake_exam": 30,
"retake_grade": 31,
"schedule_group": 32,
"schedule_teacher": 33,
"schedule_today": 34,
"schedule_tomorrow": 35,
"schedule_week": 36,
"scholarship_lost": 37,
"scholarship_threshold": 38,
"student_certificate": 39,
"submit_assignment": 40,
"thanks": 41,
"transcript_request": 42,
"tuition_payment": 43,
"wifi_problem": 44
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"output_past": true,
"pad_token_id": 0,
"pooler_fc_size": 768,
"pooler_num_attention_heads": 12,
"pooler_num_fc_layers": 3,
"pooler_size_per_head": 128,
"pooler_type": "first_token_transform",
"problem_type": "single_label_classification",
"tie_word_embeddings": true,
"transformers_version": "5.12.1",
"type_vocab_size": 2,
"use_cache": false,
"vocab_size": 119547
}