Add evaluation results on conll2003 dataset (#1)

- Add evaluation results on conll2003 dataset (d64628fbad52a21b02ae62e254af062395dc209c)


Co-authored-by: Evaluation Bot <autoevaluator@users.noreply.huggingface.co>

README.md

@@ -3,6 +3,38 @@ language: en
 license: apache-2.0
 datasets:
 - conll2003
+model-index:
+- name: elastic/distilbert-base-cased-finetuned-conll03-english
+  results:
+  - task:
+      type: token-classification
+      name: Token Classification
+    dataset:
+      name: conll2003
+      type: conll2003
+      config: conll2003
+      split: validation
+    metrics:
+    - name: Accuracy
+      type: accuracy
+      value: 0.9834432212868665
+      verified: true
+    - name: Precision
+      type: precision
+      value: 0.9857564461012737
+      verified: true
+    - name: Recall
+      type: recall
+      value: 0.9882123948925569
+      verified: true
+    - name: F1
+      type: f1
+      value: 0.9869828926905132
+      verified: true
+    - name: loss
+      type: loss
+      value: 0.07748260349035263
+      verified: true
 ---
 
 [DistilBERT base cased](https://huggingface.co/distilbert-base-cased), fine-tuned for NER using the [conll03 english dataset](https://huggingface.co/datasets/conll2003). Note that this model is sensitive to capital letters — "english" is different than "English". For the case insensitive version, please use [elastic/distilbert-base-uncased-finetuned-conll03-english](https://huggingface.co/elastic/distilbert-base-uncased-finetuned-conll03-english).