Update README.md

updated description.

README.md

@@ -25,7 +25,8 @@ should probably proofread and complete it, then remove this comment. -->
 # entity-recognition-general-sota-v1-finetuned-ner
 
 This model is a fine-tuned version of [numind/entity-recognition-general-sota-v1](https://huggingface.co/numind/entity-recognition-general-sota-v1) on Babelscape/MultiNerd dataset.
-The dataset if filtered on english NER set.
+The dataset if filtered on english language and sampled first 1M on train and 100k on validation.
+further filtered with data containing atleast one tag from labels2ids mentioned below.
 Train data - 131280 items
 Eval data - 16410 items
 It achieves the following results on the evaluation set:
@@ -37,7 +38,41 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+Trained on all tags from the MultiNERD dataset.
+
+labels2ids = {
+    "O": 0,
+    "B-PER": 1,
+    "I-PER": 2,
+    "B-ORG": 3,
+    "I-ORG": 4,
+    "B-LOC": 5,
+    "I-LOC": 6,
+    "B-ANIM": 7,
+    "I-ANIM": 8,
+    "B-BIO": 9,
+    "I-BIO": 10,
+    "B-CEL": 11,
+    "I-CEL": 12,
+    "B-DIS": 13,
+    "I-DIS": 14,
+    "B-EVE": 15,
+    "I-EVE": 16,
+    "B-FOOD": 17,
+    "I-FOOD": 18,
+    "B-INST": 19,
+    "I-INST": 20,
+    "B-MEDIA": 21,
+    "I-MEDIA": 22,
+    "B-MYTH": 23,
+    "I-MYTH": 24,
+    "B-PLANT": 25,
+    "I-PLANT": 26,
+    "B-TIME": 27,
+    "I-TIME": 28,
+    "B-VEHI": 29,
+    "I-VEHI": 30,
+  }
 
 ## Intended uses & limitations