CoolFace
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yirifiai1/BERT_Regulatory_Text_Classification_01

sourceHugging Faceupdated 2y agoView on Hugging Face
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config.json142 linesDownload Raw Back to root
1{2  "_name_or_path": "/kaggle/working/Bert_01",3  "architectures": [4    "BertForSequenceClassification"5  ],6  "attention_probs_dropout_prob": 0.1,7  "classifier_dropout": null,8  "gradient_checkpointing": false,9  "hidden_act": "gelu",10  "hidden_dropout_prob": 0.1,11  "hidden_size": 768,12  "id2label": {13    "0": "vasps",14    "1": "conduct",15    "2": "investor",16    "3": "person",17    "4": "code of conduct",18    "5": "transactions",19    "6": "audit",20    "7": "pep",21    "8": "sanctions",22    "9": "operator",23    "10": "anti-bribery",24    "11": "transaction",25    "12": "due diligence",26    "13": "reporting",27    "14": "regulations",28    "15": "travel rule",29    "16": "risk assessment",30    "17": "virtual assets",31    "18": "identity",32    "19": "insider dealing",33    "20": "monitoring",34    "21": "rules",35    "22": "compliance",36    "23": "requirements",37    "24": "oversight",38    "25": "legislation",39    "26": "legal",40    "27": "aml",41    "28": "circular",42    "29": "disclosure",43    "30": "criminal",44    "31": "record keeping",45    "32": "controls",46    "33": "entities",47    "34": "client",48    "35": "vasp",49    "36": "policy",50    "37": "cdd",51    "38": "kyc",52    "39": "cft",53    "40": "risk management",54    "41": "dlt",55    "42": "screening",56    "43": "guideline",57    "44": "license",58    "45": "regulator",59    "46": "policies",60    "47": "investor protection",61    "48": "safeguard",62    "49": "suspicious transactions",63    "50": "risks",64    "51": "transfer",65    "52": "rulebook",66    "53": "authority",67    "54": "beneficiary information"68  },69  "initializer_range": 0.02,70  "intermediate_size": 3072,71  "label2id": {72    "aml": 27,73    "anti-bribery": 10,74    "audit": 6,75    "authority": 53,76    "beneficiary information": 54,77    "cdd": 37,78    "cft": 39,79    "circular": 28,80    "client": 34,81    "code of conduct": 4,82    "compliance": 22,83    "conduct": 1,84    "controls": 32,85    "criminal": 30,86    "disclosure": 29,87    "dlt": 41,88    "due diligence": 12,89    "entities": 33,90    "guideline": 43,91    "identity": 18,92    "insider dealing": 19,93    "investor": 2,94    "investor protection": 47,95    "kyc": 38,96    "legal": 26,97    "legislation": 25,98    "license": 44,99    "monitoring": 20,100    "operator": 9,101    "oversight": 24,102    "pep": 7,103    "person": 3,104    "policies": 46,105    "policy": 36,106    "record keeping": 31,107    "regulations": 14,108    "regulator": 45,109    "reporting": 13,110    "requirements": 23,111    "risk assessment": 16,112    "risk management": 40,113    "risks": 50,114    "rulebook": 52,115    "rules": 21,116    "safeguard": 48,117    "sanctions": 8,118    "screening": 42,119    "suspicious transactions": 49,120    "transaction": 11,121    "transactions": 5,122    "transfer": 51,123    "travel rule": 15,124    "vasp": 35,125    "vasps": 0,126    "virtual assets": 17127  },128  "layer_norm_eps": 1e-12,129  "max_position_embeddings": 512,130  "model_type": "bert",131  "num_attention_heads": 12,132  "num_hidden_layers": 12,133  "pad_token_id": 0,134  "position_embedding_type": "absolute",135  "problem_type": "multi_label_classification",136  "torch_dtype": "float32",137  "transformers_version": "4.41.1",138  "type_vocab_size": 2,139  "use_cache": true,140  "vocab_size": 30522141}142