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config.json

@@ -12,24 +12,22 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "Environmental Performance",
-    "1": "Governance & Core Risk",
-    "2": "Not Relevant to ESG",
-    "3": "Social Performance - Community & Other",
-    "4": "Social Performance - Labour",
-    "5": "Strategy & Policy",
-    "6": "Supply Chain Risk"
+    "0": "ESG_Financing",
+    "1": "Environmental_Performance",
+    "2": "Governance_Performance",
+    "3": "Not_ESG_Related",
+    "4": "Social_Performance",
+    "5": "Strategy_and_Policy"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "Environmental Performance": 0,
-    "Governance & Core Risk": 1,
-    "Not Relevant to ESG": 2,
-    "Social Performance - Community & Other": 3,
-    "Social Performance - Labour": 4,
-    "Strategy & Policy": 5,
-    "Supply Chain Risk": 6
+    "ESG_Financing": 0,
+    "Environmental_Performance": 1,
+    "Governance_Performance": 2,
+    "Not_ESG_Related": 3,
+    "Social_Performance": 4,
+    "Strategy_and_Policy": 5
   },
   "layer_norm_eps": 1e-05,
   "max_position_embeddings": 258,
@@ -39,7 +37,7 @@
   "pad_token_id": 1,
   "position_embedding_type": "absolute",
   "tokenizer_class": "PhobertTokenizer",
-  "transformers_version": "4.57.1",
+  "transformers_version": "4.57.3",
   "type_vocab_size": 1,
   "use_cache": true,
   "vocab_size": 64001

label_mapping.json

@@ -1,23 +1,21 @@
 {
   "label2id": {
-    "Environmental Performance": 0,
-    "Governance & Core Risk": 1,
-    "Not Relevant to ESG": 2,
-    "Social Performance - Community & Other": 3,
-    "Social Performance - Labour": 4,
-    "Strategy & Policy": 5,
-    "Supply Chain Risk": 6
+    "ESG_Financing": 0,
+    "Environmental_Performance": 1,
+    "Governance_Performance": 2,
+    "Not_ESG_Related": 3,
+    "Social_Performance": 4,
+    "Strategy_and_Policy": 5
   },
   "id2label": {
-    "0": "Environmental Performance",
-    "1": "Governance & Core Risk",
-    "2": "Not Relevant to ESG",
-    "3": "Social Performance - Community & Other",
-    "4": "Social Performance - Labour",
-    "5": "Strategy & Policy",
-    "6": "Supply Chain Risk"
+    "0": "ESG_Financing",
+    "1": "Environmental_Performance",
+    "2": "Governance_Performance",
+    "3": "Not_ESG_Related",
+    "4": "Social_Performance",
+    "5": "Strategy_and_Policy"
   },
   "method": "Class Weights",
-  "f1_score": 0.7010206337488416,
-  "accuracy": 0.6971951917572983
+  "f1_score": 0.8508070927776807,
+  "accuracy": 0.85
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3c901333985875c555e474d9cdc7f6b9a3470e05ef0697ae1e451e1c01085a14
-size 540038764
+oid sha256:d200740a50d4a24756d040310fce6a0d8e09fe609417ea9d5f4640728a85136e
+size 540035688

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:753cca28139bd6bb41edb074e9172ba543e48127fb4e4f8c33d20a22e35b53dd
+oid sha256:f8ed2c7cad599a7053ef670027f0416add108eac28167faf8703e36233f5b8d2
 size 5841