Update README.md

README.md

@@ -18,7 +18,7 @@ covering topics around training your own custom MoE models, how to produce high-
 and much more.
 
 * [Arctic-Base](https://huggingface.co/Snowflake/snowflake-arctic-base/)
-* [Acrtic-Instruct](https://huggingface.co/Snowflake/snowflake-arctic-instruct/)
+* [Arctic-Instruct](https://huggingface.co/Snowflake/snowflake-arctic-instruct/)
 
 For the latest details about Snowflake Arctic including tutorials, etc. please refer to our github repo: 
 * https://github.com/Snowflake-Labs/snowflake-arctic
@@ -59,7 +59,7 @@ pip install "deepspeed>=0.14.2"
 
 ### Inference
 
-The Arctic github page has several resources around running inference:
+The Arctic github page has several code snippets and examples around running inference:
 
 * Example with pure-HF: https://github.com/Snowflake-Labs/snowflake-arctic/blob/main/inference
 * Tutorial using vLLM: https://github.com/Snowflake-Labs/snowflake-arctic/tree/main/inference/vllm