Modified model and configuration, correct output labels

config.json

@@ -13,23 +13,16 @@
     "0": "arts, culture, entertainment and media",
     "1": "conflict, war and peace",
     "2": "crime, law and justice",
-    "3": "culture",
-    "4": "disaster, accident and emergency incident",
-    "5": "economy",
-    "6": "economy, business and finance",
-    "7": "enviroment",
-    "8": "environment",
-    "9": "finance",
-    "10": "health",
-    "11": "labour",
-    "12": "lifestyle and leisure",
-    "13": "media",
-    "14": "science",
-    "15": "science and technology",
-    "16": "society",
-    "17": "sport",
-    "18": "technology",
-    "19": "weather"
+    "3": "disaster, accident and emergency incident",
+    "4": "economy, business and finance",
+    "5": "enviroment",
+    "6": "health",
+    "7": "labour",
+    "8": "lifestyle and leisure",
+    "9": "science and technology",
+    "10": "society",
+    "11": "sport",
+    "12": "weather"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
@@ -37,23 +30,16 @@
     "arts, culture, entertainment and media": 0,
     "conflict, war and peace": 1,
     "crime, law and justice": 2,
-    "culture": 3,
-    "disaster, accident and emergency incident": 4,
-    "economy": 5,
-    "economy, business and finance": 6,
-    "enviroment": 7,
-    "environment": 8,
-    "finance": 9,
-    "health": 10,
-    "labour": 11,
-    "lifestyle and leisure": 12,
-    "media": 13,
-    "science": 14,
-    "science and technology": 15,
-    "society": 16,
-    "sport": 17,
-    "technology": 18,
-    "weather": 19
+    "disaster, accident and emergency incident": 3,
+    "economy, business and finance": 4,
+    "enviroment": 5,
+    "health": 6,
+    "labour": 7,
+    "lifestyle and leisure": 8,
+    "science and technology": 9,
+    "society": 10,
+    "sport": 11,
+    "weather": 12
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:083a3a5956937d37a03278acf09948d7779da51d3a117ca137742173f3cf06af
-size 439856365
+oid sha256:7827a4bcad3f9eff9ef762cd3f3e683d96098b15bf7273265aeac8be7ec6a5f9
+size 439834797