Update README.md

README.md

@@ -1,11 +1,26 @@
 ---
 tags:
 - generated_from_trainer
+- financial-tweets-sentiment-analysis
+- sentiment-analysis
+- generated_from_trainer
+- financial
+- stocks
+- sentiment
+datasets:
+- zeroshot/twitter-financial-news-sentiment
 metrics:
 - accuracy
 - f1
 - precision
 - recall
+widget:
+- text: "$LOW - Lowe's racks up another positive rating despite recession risk"
+  example_title: "Bullish Sentiment"
+- text: "$HNHAF $HNHPD $AAPL - Trendforce cuts iPhone estimate after Foxconn delay"
+  example_title: "Bearish Sentiment"
+- text: "Coin Toss: Morgan Stanley Raises Tesla Bull Case To $500, Keeps Bear Case At $10"
+  example_title: "Neutral Sentiment"
 model-index:
 - name: finbert-tone-finetuned-fintwitter-classification
   results: []
@@ -16,7 +31,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # finbert-tone-finetuned-fintwitter-classification
 
-This model is a fine-tuned version of [yiyanghkust/finbert-tone](https://huggingface.co/yiyanghkust/finbert-tone) on an unknown dataset.
+This model is a fine-tuned version of [yiyanghkust/finbert-tone](https://huggingface.co/yiyanghkust/finbert-tone) on [Twitter Financial News](https://huggingface.co/datasets/zeroshot/twitter-financial-news-sentiment) dataset.
 It achieves the following results on the evaluation set:
 - Loss: 1.4236
 - Accuracy: 0.8823