Update README.md

README.md

@@ -82,3 +82,12 @@ configs:
   - split: swap_word
     path: data/swap_word-*
 ---
+
+# CUTE
+
+Here is the CUTE benchmark, a benchmark designed for testing LLM's ability to understand the characters within their tokens. 
+
+To use this dataset as we did, make sure to use ``` tokenizer.apply_chat_template ``` on the prompt, and then add ``` Answer: " ``` afterwards to the resulting string. 
+For smaller LLMs, you may need to do some post-processing on the final answer.
+
+You can also check out our implementation at: https://github.com/Leukas/cute