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BERT_Regulatory_Text_Classification_01

Text Classification
Transformers
Safetensors
English
bert
multilabel
classification
finetune
finance
regulatory
text
risk
Inference Endpoints
Model card Files Community
BERT_Regulatory_Text_Classification_01
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{
  "_name_or_path": "/kaggle/working/Bert_01",
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "risk management",
    "1": "client",
    "2": "person",
    "3": "beneficiary information",
    "4": "audit",
    "5": "screening",
    "6": "transfer",
    "7": "vasp",
    "8": "requirements",
    "9": "risks",
    "10": "legal",
    "11": "criminal",
    "12": "policies",
    "13": "rulebook",
    "14": "record keeping",
    "15": "circular",
    "16": "risk assessment",
    "17": "sanctions",
    "18": "safeguard",
    "19": "due diligence",
    "20": "pep",
    "21": "transactions",
    "22": "travel rule",
    "23": "oversight",
    "24": "virtual assets",
    "25": "reporting",
    "26": "cdd",
    "27": "vasps",
    "28": "authority",
    "29": "dlt",
    "30": "conduct",
    "31": "policy",
    "32": "regulator",
    "33": "transaction",
    "34": "investor",
    "35": "rules",
    "36": "legislation",
    "37": "cft",
    "38": "guideline",
    "39": "aml",
    "40": "entities",
    "41": "investor protection",
    "42": "operator",
    "43": "disclosure",
    "44": "regulations",
    "45": "identity",
    "46": "code of conduct",
    "47": "anti-bribery",
    "48": "license",
    "49": "monitoring",
    "50": "compliance",
    "51": "suspicious transactions",
    "52": "controls",
    "53": "kyc",
    "54": "insider dealing"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "aml": 39,
    "anti-bribery": 47,
    "audit": 4,
    "authority": 28,
    "beneficiary information": 3,
    "cdd": 26,
    "cft": 37,
    "circular": 15,
    "client": 1,
    "code of conduct": 46,
    "compliance": 50,
    "conduct": 30,
    "controls": 52,
    "criminal": 11,
    "disclosure": 43,
    "dlt": 29,
    "due diligence": 19,
    "entities": 40,
    "guideline": 38,
    "identity": 45,
    "insider dealing": 54,
    "investor": 34,
    "investor protection": 41,
    "kyc": 53,
    "legal": 10,
    "legislation": 36,
    "license": 48,
    "monitoring": 49,
    "operator": 42,
    "oversight": 23,
    "pep": 20,
    "person": 2,
    "policies": 12,
    "policy": 31,
    "record keeping": 14,
    "regulations": 44,
    "regulator": 32,
    "reporting": 25,
    "requirements": 8,
    "risk assessment": 16,
    "risk management": 0,
    "risks": 9,
    "rulebook": 13,
    "rules": 35,
    "safeguard": 18,
    "sanctions": 17,
    "screening": 5,
    "suspicious transactions": 51,
    "transaction": 33,
    "transactions": 21,
    "transfer": 6,
    "travel rule": 22,
    "vasp": 7,
    "vasps": 27,
    "virtual assets": 24
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "problem_type": "multi_label_classification",
  "torch_dtype": "float32",
  "transformers_version": "4.41.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}