Upload BertForSequenceClassification

README.md

@@ -1,17 +1,21 @@
 ---
+language:
+- en
 library_name: transformers
 tags:
 - bert
 - multilabel
 - classification
 - finetune
-language:
-- en
 metrics:
 - f1
 pipeline_tag: text-classification
 widget:
-- text: "Where an FI employs a technological solution provided by an external party to conduct screening of virtual asset transactions and the associated wallet addresses, the FI remains responsible for discharging its AML/CFT obligations. The FI should conduct due diligence on the solution before deploying it, taking into account relevant factors such as:"
+- text: 'Where an FI employs a technological solution provided by an external party
+    to conduct screening of virtual asset transactions and the associated wallet addresses,
+    the FI remains responsible for discharging its AML/CFT obligations. The FI should
+    conduct due diligence on the solution before deploying it, taking into account
+    relevant factors such as:'
 ---
 
 This model is a fine-tuned version of the BERT language model, specifically adapted for multi-label classification tasks in the 

config.json

@@ -10,120 +10,120 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "virtual assets",
-    "1": "guideline",
-    "2": "license",
-    "3": "transfer",
-    "4": "rulebook",
-    "5": "cft",
-    "6": "circular",
-    "7": "legal",
-    "8": "vasp",
-    "9": "operator",
-    "10": "transactions",
-    "11": "transaction",
-    "12": "regulator",
-    "13": "regulations",
-    "14": "dlt",
-    "15": "screening",
-    "16": "compliance",
+    "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": "monitoring",
-    "19": "investor protection",
-    "20": "cdd",
-    "21": "due diligence",
-    "22": "client",
-    "23": "entities",
-    "24": "criminal",
-    "25": "record keeping",
-    "26": "policy",
-    "27": "controls",
-    "28": "requirements",
-    "29": "risk assessment",
-    "30": "insider dealing",
-    "31": "policies",
-    "32": "suspicious transactions",
-    "33": "anti-bribery",
+    "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": "authority",
-    "37": "safeguard",
-    "38": "beneficiary information",
-    "39": "legislation",
-    "40": "reporting",
-    "41": "disclosure",
-    "42": "pep",
-    "43": "kyc",
-    "44": "oversight",
-    "45": "risks",
-    "46": "aml",
-    "47": "person",
-    "48": "code of conduct",
-    "49": "risk management",
-    "50": "travel rule",
-    "51": "conduct",
-    "52": "audit",
-    "53": "identity",
-    "54": "vasps"
+    "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": 46,
-    "anti-bribery": 33,
-    "audit": 52,
-    "authority": 36,
-    "beneficiary information": 38,
-    "cdd": 20,
-    "cft": 5,
-    "circular": 6,
-    "client": 22,
-    "code of conduct": 48,
-    "compliance": 16,
-    "conduct": 51,
-    "controls": 27,
-    "criminal": 24,
-    "disclosure": 41,
-    "dlt": 14,
-    "due diligence": 21,
-    "entities": 23,
-    "guideline": 1,
-    "identity": 53,
-    "insider dealing": 30,
+    "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": 19,
-    "kyc": 43,
-    "legal": 7,
-    "legislation": 39,
-    "license": 2,
-    "monitoring": 18,
-    "operator": 9,
-    "oversight": 44,
-    "pep": 42,
-    "person": 47,
-    "policies": 31,
-    "policy": 26,
-    "record keeping": 25,
-    "regulations": 13,
-    "regulator": 12,
-    "reporting": 40,
-    "requirements": 28,
-    "risk assessment": 29,
-    "risk management": 49,
-    "risks": 45,
-    "rulebook": 4,
+    "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": 37,
+    "safeguard": 18,
     "sanctions": 17,
-    "screening": 15,
-    "suspicious transactions": 32,
-    "transaction": 11,
-    "transactions": 10,
-    "transfer": 3,
-    "travel rule": 50,
-    "vasp": 8,
-    "vasps": 54,
-    "virtual assets": 0
+    "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,
@@ -137,6 +137,5 @@
   "transformers_version": "4.41.1",
   "type_vocab_size": 2,
   "use_cache": true,
-  "vocab_size": 30522   
+  "vocab_size": 30522
 }
-

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:927640aec4373d59e0d635f42b0592055c1fe90a1016fa3c43e034306afdc197
+oid sha256:213839c6f541c88a851300929d480a155513bb1b466ac90fe8e5fb0483403d0c
 size 438121676