add README

README.md

@@ -4,5 +4,5 @@ tags:
 - financial-text-analysis
 - forward-looking-statement
 widget:
-- text: "Our new name reflects our strategy to expand our service offerings beyond drilling services, which has been our core, legacy business."
+- text: "We expect the age of our fleet to enhance availability and reliability due to reduced downtime for repairs. "
 ---

config.json

@@ -1,5 +1,4 @@
 {
-  "_name_or_path": "fls/checkpoint-100",
   "architectures": [
     "BertForSequenceClassification"
   ],
@@ -9,16 +8,16 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "LABEL_0",
-    "1": "LABEL_1",
-    "2": "LABEL_2"
+    "0": "Not FLS",
+    "1": "Non-specific FLS",
+    "2": "Specific FLS"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "LABEL_0": 0,
-    "LABEL_1": 1,
-    "LABEL_2": 2
+    "Not FLS": 0,
+    "Non-specific FLS": 1,
+    "Specific FLS": 2
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,