fixes

README.md

@@ -24,7 +24,7 @@ You can get involved in many different ways! The best way to get started is to t
 
 ### How can I get involved in the community? 
 
-You can join us on [Discord](https://discord.com/invite/hugging-face-879548962464493619) or contribute to our discission [forum](https://discuss.huggingface.co/) 
+You can join us on [Discord](https://hf.co/join/discord) or contribute to our discussion [forum](https://discuss.huggingface.co/) 
 
 
 Happy hacking! 👨‍💻👩‍💻🧑‍💻