Update README.md

README.md

@@ -37,12 +37,11 @@ datasets:
 spaces:
 - dejanseo/sentiment
 ---
-
 Multi-label sentiment classification model developed by [Dejan Marketing](https://dejanmarketing.com/).
 
 The model is designed to be deployed in an automated pipeline capable of classifying text sentiment for thousands (or even millions) of text chunks or as a part of a scraping pipeline.
 
-This is a demo model which may occasionally misclassify some texts. In a typical commercial project, a larger model is deployed for the task, and in special cases, a domain-specific model is developed for the client.
+This is a demo model which may occassionally misclasify some texts. In a typical commercial project, a larger model is deployed for the task, and in special cases, a domain-specific model is developed for the client.
 
 # Engage Our Team
 Interested in using this in an automated pipeline for bulk URL and text processing?
@@ -68,19 +67,3 @@ sentiment_labels = {
 # Sources of Training Data
 
 Synthetic. Llama3.
-
-# Try the Demo
-
-<iframe
-  src="https://huggingface.co/spaces/dejanseo/sentiment"
-  width="100%"
-  height="600"
-></iframe>
-
-# Dataset
-
-<iframe
-  src="https://huggingface.co/datasets/dejanseo/sentiment"
-  width="100%"
-  height="600"
-></iframe>