Update README.md

README.md

@@ -8,6 +8,8 @@ metrics:
 model-index:
 - name: imdb-spoiler-distilbert
   results: []
+widget:
+- text: This was a masterpiece. Not completely faithful to the books, but enthralling from beginning to end. Might be my favorite of the three.
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -15,9 +17,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # imdb-spoiler-distilbert
 
-This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the [imdb-spoiler](https://huggingface.co/datasets/bhavyagiri/imdb-spoiler) dataset for classification.
+[imdb-spoiler](https://huggingface.co/datasets/bhavyagiri/imdb-spoiler) is a subset of a [large-dataset](https://www.kaggle.com/datasets/rmisra/imdb-spoiler-dataset) for classifying whether a movie review is a spoiler or not.
+
 It achieves the following results on the evaluation set:
-- Loss: 0.4822
 - Accuracy: 0.7794
 
 ## Model description