Update

README.md

@@ -14,12 +14,12 @@ should probably proofread and complete it, then remove this comment. -->
 
 # distilbert-base-uncased-finetuned-mnli-amazon-query-shopping
 
-This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an [Amazon shopping query dataset](https://www.aicrowd.com/challenges/esci-challenge-for-improving-product-search). The code for the fine-tuning process can be found
-[here](https://github.com/vanderbilt-data-science/sna). This model is uncased: it does
+This model is a fine-tuned version of [nlptown/bert-base-multilingual-uncased-sentiment](https://huggingface.co/nlptown/bert-base-multilingual-uncased-sentiment?text=I+like+you.+I+love+you) on an [Amazon US Customer Reviews Dataset](https://www.kaggle.com/datasets/cynthiarempel/amazon-us-customer-reviews-dataset). The code for the fine-tuning process can be found
+[here](https://github.com/vanderbilt-data-science/bigdata). This model is uncased: it does
 not make a difference between english and English.
 It achieves the following results on the evaluation set:
-- Loss: 0.8244
-- Accuracy: 0.6617
+- Loss: 0.5202942490577698
+- Accuracy: 0.8
 
 ## Model description