Update README.md

README.md

@@ -31,7 +31,7 @@ Evaluated against 100 test SQL queries with under 100 characters. 1 point given
 
 <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
 
-slim-sql-1b-v0 is designed to generate accurate SQL queries for data retrival on simple table structures given a natural language prompt. 
+slim-sql-1b-v0 is designed to generate accurate SQL queries for data retrieval on simple table structures given a natural language prompt. 
 For best results, prompts should be structured as a question to retrieve information and perform aggregate functions on one or several variables. 
 
 ## Bias, Risks, and Limitations