Update README.md

README.md

@@ -7,6 +7,13 @@ metrics:
 model-index:
 - name: LKD_Experience_CV3
   results: []
+widget:
+- text: Health A father donated a kidney to save his daughter. Because of his donation the physically active 53-yr-old man has been unable to obtain private health insurance
+  example_title: Example 1
+- text: lastweektonight A year since John Oliver discussed kidney disease and I'm getting ready to donate a kidney
+  example_title: Example 2
+- text: AskReddit [Serious] If you somehow found out that you were a match for a total stranger who needed a kidney would you donate one of yours? What are your reasons?
+  example_title: Example 3
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -14,8 +21,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 # LKD_Experience_CV3
 
-This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
-It achieves the following results on the evaluation set:
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an dataset of Reddit comments and posts related to Living Kidney Donation (LKD).
+This model identifies documents as either describing a personal experience with LKD, or simply sharing news like headlines and noise/nonsense. The first token/word in each document is
+the name of the subreddit where the post was written. 
 - Loss: 0.2443
 - Accuracy: 0.9244