Update README.md

README.md

@@ -19,15 +19,15 @@ pipeline_tag: text-classification
 # Occupational CANINE: HISCO Classification Model
 
 ## Overview
-Occupational CANINE automatically converts occupational descriptions into standardized HISCO codes using a fine-tuned CANINE model. This tool facilitates historical occupational data analysis with over 90% accuracy across 14 languages.
+OccCANINE is a [CANINE](https://huggingface.co/google/canine-s) model which has been finetuned to automatically convert occupational descriptions into standardized HISCO codes using a fine-tuned CANINE model. This tool facilitates historical occupational data analysis with over 90% accuracy across 13 languages.
 
 ## Key Features
 - **High Accuracy**: Over 90% accuracy, recall, and precision.
-- **Multilingual Support**: Trained on 14 million description-HISCO code pairs across 14 languages.
+- **Multilingual Support**: Trained on 14 million description-HISCO code pairs across 13 languages.
 - **Efficiency**: Rapidly processes descriptions into HISCO codes.
 
 ## Usage
-Suitable for researchers in economics and economic history and related disciplins, this model offers a streamlined solution for occupational data classification.
+Suitable for researchers in economics and economic history and related disciplines, this model offers a streamlined solution for occupational data classification.
 
 ## Getting Started
 ...