mmbert_rt5 / config.json
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{
"architectures": [
"ModernBertForTokenClassification"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 2,
"classifier_activation": "gelu",
"classifier_bias": false,
"classifier_dropout": 0.0,
"classifier_pooling": "mean",
"cls_token_id": 1,
"decoder_bias": true,
"deterministic_flash_attn": false,
"dtype": "float32",
"embedding_dropout": 0.0,
"eos_token_id": 1,
"global_attn_every_n_layers": 3,
"gradient_checkpointing": false,
"hidden_activation": "gelu",
"hidden_size": 768,
"id2label": {
"0": "O",
"1": "B-ACCOUNT_BALANCE",
"2": "I-ACCOUNT_BALANCE",
"3": "B-ACCOUNT_NUMBER",
"4": "I-ACCOUNT_NUMBER",
"5": "B-ADVERTISING_ID",
"6": "I-ADVERTISING_ID",
"7": "B-AGE",
"8": "I-AGE",
"9": "B-API_KEY",
"10": "I-API_KEY",
"11": "B-ASSET_INFORMATION",
"12": "I-ASSET_INFORMATION",
"13": "B-BANK_ACCOUNT_STATEMENT",
"14": "I-BANK_ACCOUNT_STATEMENT",
"15": "B-BANK_ROUTING_NUMBER",
"16": "I-BANK_ROUTING_NUMBER",
"17": "B-BENEFICIARY_NUMBER",
"18": "I-BENEFICIARY_NUMBER",
"19": "B-BIOMETRIC_IDENTIFIER",
"20": "I-BIOMETRIC_IDENTIFIER",
"21": "B-BLOOD_TYPE",
"22": "I-BLOOD_TYPE",
"23": "B-BROWSING_HISTORY_BEHAVIOUR_DATA",
"24": "I-BROWSING_HISTORY_BEHAVIOUR_DATA",
"25": "B-CHILD_INFORMATION",
"26": "I-CHILD_INFORMATION",
"27": "B-COOKIE",
"28": "I-COOKIE",
"29": "B-COORDINATES",
"30": "I-COORDINATES",
"31": "B-CREDIT_CARD",
"32": "I-CREDIT_CARD",
"33": "B-CREDIT_HISTORY",
"34": "I-CREDIT_HISTORY",
"35": "B-CREDIT_SCORE",
"36": "I-CREDIT_SCORE",
"37": "B-CRIMINAL_LEGAL_RECORDS",
"38": "I-CRIMINAL_LEGAL_RECORDS",
"39": "B-CUSTOMER_ID",
"40": "I-CUSTOMER_ID",
"41": "B-CVV",
"42": "I-CVV",
"43": "B-DATE_TIME",
"44": "I-DATE_TIME",
"45": "B-DEBT_INFORMATION",
"46": "I-DEBT_INFORMATION",
"47": "B-DEVICE_ID",
"48": "I-DEVICE_ID",
"49": "B-DEVICE_IDENTIFIER",
"50": "I-DEVICE_IDENTIFIER",
"51": "B-DOB",
"52": "I-DOB",
"53": "B-DOMAIN_NAME",
"54": "I-DOMAIN_NAME",
"55": "B-EDUCATION_LEVEL",
"56": "I-EDUCATION_LEVEL",
"57": "B-EMAIL_ADDRESS",
"58": "I-EMAIL_ADDRESS",
"59": "B-EMPLOYEE_ID",
"60": "I-EMPLOYEE_ID",
"61": "B-EMPLOYMENT_STATUS",
"62": "I-EMPLOYMENT_STATUS",
"63": "B-FAX_NUMBER",
"64": "I-FAX_NUMBER",
"65": "B-FINANCIAL_STATEMENTS",
"66": "I-FINANCIAL_STATEMENTS",
"67": "B-GENDER",
"68": "I-GENDER",
"69": "B-GENETIC_DATA",
"70": "I-GENETIC_DATA",
"71": "B-GPE",
"72": "I-GPE",
"73": "B-HEALTH_INSURANCE_ID",
"74": "I-HEALTH_INSURANCE_ID",
"75": "B-HEALTH_INSURANCE_ID_NUMBER",
"76": "I-HEALTH_INSURANCE_ID_NUMBER",
"77": "B-HEALTH_PLAN_BENEFICIARY_NUMBER",
"78": "I-HEALTH_PLAN_BENEFICIARY_NUMBER",
"79": "B-IBAN_CODE",
"80": "I-IBAN_CODE",
"81": "B-INCOME_INFORMATION",
"82": "I-INCOME_INFORMATION",
"83": "B-IP_ADDRESS",
"84": "I-IP_ADDRESS",
"85": "B-LANGUAGE",
"86": "I-LANGUAGE",
"87": "B-LICENSE_NUMBER",
"88": "I-LICENSE_NUMBER",
"89": "B-MAC_ADDRESS",
"90": "I-MAC_ADDRESS",
"91": "B-MARITAL_RELATIONSHIP_STATUS",
"92": "I-MARITAL_RELATIONSHIP_STATUS",
"93": "B-MEDIA_RECORDING",
"94": "I-MEDIA_RECORDING",
"95": "B-MEDICAL_RECORD_NUMBER",
"96": "I-MEDICAL_RECORD_NUMBER",
"97": "B-NATIONAL_ID",
"98": "I-NATIONAL_ID",
"99": "B-NETWORK_ACTIVITY_LOGS",
"100": "I-NETWORK_ACTIVITY_LOGS",
"101": "B-NET_WORTH_INFORMATION",
"102": "I-NET_WORTH_INFORMATION",
"103": "B-NRP",
"104": "I-NRP",
"105": "B-OCCUPATION",
"106": "I-OCCUPATION",
"107": "B-ORGANIZATION",
"108": "I-ORGANIZATION",
"109": "B-PAN_NUMBER",
"110": "I-PAN_NUMBER",
"111": "B-PARENT_INFORMATION",
"112": "I-PARENT_INFORMATION",
"113": "B-PASSPORT_NUMBER",
"114": "I-PASSPORT_NUMBER",
"115": "B-PAYMENT_HISTORY",
"116": "I-PAYMENT_HISTORY",
"117": "B-PERSON",
"118": "I-PERSON",
"119": "B-PHONE_NUMBER",
"120": "I-PHONE_NUMBER",
"121": "B-PIN",
"122": "I-PIN",
"123": "B-PRIVATE_DATE",
"124": "I-PRIVATE_DATE",
"125": "B-SECRET",
"126": "I-SECRET",
"127": "B-SEXUALITY",
"128": "I-SEXUALITY",
"129": "B-SOCIAL_MEDIA_POSTS",
"130": "I-SOCIAL_MEDIA_POSTS",
"131": "B-STREET_ADDRESS",
"132": "I-STREET_ADDRESS",
"133": "B-STUDENT_ID",
"134": "I-STUDENT_ID",
"135": "B-SWIFT_CODE",
"136": "I-SWIFT_CODE",
"137": "B-TAX_ID",
"138": "I-TAX_ID",
"139": "B-TIME",
"140": "I-TIME",
"141": "B-TITLE",
"142": "I-TITLE",
"143": "B-TRADE_UNION_MEMBERSHIP",
"144": "I-TRADE_UNION_MEMBERSHIP",
"145": "B-TRANSACTION_HISTORY",
"146": "I-TRANSACTION_HISTORY",
"147": "B-UNIQUE_ID",
"148": "I-UNIQUE_ID",
"149": "B-USERNAME",
"150": "I-USERNAME",
"151": "B-US_DRIVER_LICENSE",
"152": "I-US_DRIVER_LICENSE",
"153": "B-US_SSN",
"154": "I-US_SSN",
"155": "B-VEHICLE_IDENTIFIER",
"156": "I-VEHICLE_IDENTIFIER",
"157": "B-WIRE_TRANSFER_DETAILS",
"158": "I-WIRE_TRANSFER_DETAILS",
"159": "B-ZIP_CODE",
"160": "I-ZIP_CODE"
},
"initializer_cutoff_factor": 2.0,
"initializer_range": 0.02,
"intermediate_size": 1152,
"label2id": {
"B-ACCOUNT_BALANCE": 1,
"B-ACCOUNT_NUMBER": 3,
"B-ADVERTISING_ID": 5,
"B-AGE": 7,
"B-API_KEY": 9,
"B-ASSET_INFORMATION": 11,
"B-BANK_ACCOUNT_STATEMENT": 13,
"B-BANK_ROUTING_NUMBER": 15,
"B-BENEFICIARY_NUMBER": 17,
"B-BIOMETRIC_IDENTIFIER": 19,
"B-BLOOD_TYPE": 21,
"B-BROWSING_HISTORY_BEHAVIOUR_DATA": 23,
"B-CHILD_INFORMATION": 25,
"B-COOKIE": 27,
"B-COORDINATES": 29,
"B-CREDIT_CARD": 31,
"B-CREDIT_HISTORY": 33,
"B-CREDIT_SCORE": 35,
"B-CRIMINAL_LEGAL_RECORDS": 37,
"B-CUSTOMER_ID": 39,
"B-CVV": 41,
"B-DATE_TIME": 43,
"B-DEBT_INFORMATION": 45,
"B-DEVICE_ID": 47,
"B-DEVICE_IDENTIFIER": 49,
"B-DOB": 51,
"B-DOMAIN_NAME": 53,
"B-EDUCATION_LEVEL": 55,
"B-EMAIL_ADDRESS": 57,
"B-EMPLOYEE_ID": 59,
"B-EMPLOYMENT_STATUS": 61,
"B-FAX_NUMBER": 63,
"B-FINANCIAL_STATEMENTS": 65,
"B-GENDER": 67,
"B-GENETIC_DATA": 69,
"B-GPE": 71,
"B-HEALTH_INSURANCE_ID": 73,
"B-HEALTH_INSURANCE_ID_NUMBER": 75,
"B-HEALTH_PLAN_BENEFICIARY_NUMBER": 77,
"B-IBAN_CODE": 79,
"B-INCOME_INFORMATION": 81,
"B-IP_ADDRESS": 83,
"B-LANGUAGE": 85,
"B-LICENSE_NUMBER": 87,
"B-MAC_ADDRESS": 89,
"B-MARITAL_RELATIONSHIP_STATUS": 91,
"B-MEDIA_RECORDING": 93,
"B-MEDICAL_RECORD_NUMBER": 95,
"B-NATIONAL_ID": 97,
"B-NETWORK_ACTIVITY_LOGS": 99,
"B-NET_WORTH_INFORMATION": 101,
"B-NRP": 103,
"B-OCCUPATION": 105,
"B-ORGANIZATION": 107,
"B-PAN_NUMBER": 109,
"B-PARENT_INFORMATION": 111,
"B-PASSPORT_NUMBER": 113,
"B-PAYMENT_HISTORY": 115,
"B-PERSON": 117,
"B-PHONE_NUMBER": 119,
"B-PIN": 121,
"B-PRIVATE_DATE": 123,
"B-SECRET": 125,
"B-SEXUALITY": 127,
"B-SOCIAL_MEDIA_POSTS": 129,
"B-STREET_ADDRESS": 131,
"B-STUDENT_ID": 133,
"B-SWIFT_CODE": 135,
"B-TAX_ID": 137,
"B-TIME": 139,
"B-TITLE": 141,
"B-TRADE_UNION_MEMBERSHIP": 143,
"B-TRANSACTION_HISTORY": 145,
"B-UNIQUE_ID": 147,
"B-USERNAME": 149,
"B-US_DRIVER_LICENSE": 151,
"B-US_SSN": 153,
"B-VEHICLE_IDENTIFIER": 155,
"B-WIRE_TRANSFER_DETAILS": 157,
"B-ZIP_CODE": 159,
"I-ACCOUNT_BALANCE": 2,
"I-ACCOUNT_NUMBER": 4,
"I-ADVERTISING_ID": 6,
"I-AGE": 8,
"I-API_KEY": 10,
"I-ASSET_INFORMATION": 12,
"I-BANK_ACCOUNT_STATEMENT": 14,
"I-BANK_ROUTING_NUMBER": 16,
"I-BENEFICIARY_NUMBER": 18,
"I-BIOMETRIC_IDENTIFIER": 20,
"I-BLOOD_TYPE": 22,
"I-BROWSING_HISTORY_BEHAVIOUR_DATA": 24,
"I-CHILD_INFORMATION": 26,
"I-COOKIE": 28,
"I-COORDINATES": 30,
"I-CREDIT_CARD": 32,
"I-CREDIT_HISTORY": 34,
"I-CREDIT_SCORE": 36,
"I-CRIMINAL_LEGAL_RECORDS": 38,
"I-CUSTOMER_ID": 40,
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"I-DEBT_INFORMATION": 46,
"I-DEVICE_ID": 48,
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"I-DOMAIN_NAME": 54,
"I-EDUCATION_LEVEL": 56,
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"I-EMPLOYEE_ID": 60,
"I-EMPLOYMENT_STATUS": 62,
"I-FAX_NUMBER": 64,
"I-FINANCIAL_STATEMENTS": 66,
"I-GENDER": 68,
"I-GENETIC_DATA": 70,
"I-GPE": 72,
"I-HEALTH_INSURANCE_ID": 74,
"I-HEALTH_INSURANCE_ID_NUMBER": 76,
"I-HEALTH_PLAN_BENEFICIARY_NUMBER": 78,
"I-IBAN_CODE": 80,
"I-INCOME_INFORMATION": 82,
"I-IP_ADDRESS": 84,
"I-LANGUAGE": 86,
"I-LICENSE_NUMBER": 88,
"I-MAC_ADDRESS": 90,
"I-MARITAL_RELATIONSHIP_STATUS": 92,
"I-MEDIA_RECORDING": 94,
"I-MEDICAL_RECORD_NUMBER": 96,
"I-NATIONAL_ID": 98,
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"I-ZIP_CODE": 160,
"O": 0
},
"layer_norm_eps": 1e-05,
"layer_types": [
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention"
],
"local_attention": 128,
"mask_token_id": 4,
"max_position_embeddings": 32768,
"mlp_bias": false,
"mlp_dropout": 0.0,
"model_type": "modernbert",
"norm_bias": false,
"norm_eps": 1e-05,
"num_attention_heads": 12,
"num_hidden_layers": 22,
"pad_token_id": 0,
"position_embedding_type": "sans_pos",
"repad_logits_with_grad": false,
"rope_parameters": {
"full_attention": {
"rope_theta": 160000,
"rope_type": "default"
},
"sliding_attention": {
"rope_theta": 160000,
"rope_type": "default"
}
},
"sep_token_id": 1,
"sparse_pred_ignore_index": -100,
"sparse_prediction": false,
"tie_word_embeddings": true,
"transformers_version": "5.5.0",
"use_cache": false,
"vocab_size": 256000
}