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README.md

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 [Run AI with an API](https://replicate.com/)
 
-[Run and fine-tune open-source models](https://replicate.com/explore).
+[Run and fine-tune open-source models](https://replicate.com/explore)
 
 Deploy custom models at scale, all with one line of code.
 
-Learn more about our Hugging Face integration at [replicate.com/blog/replicate-on-huggingface](https://replicate.com/blog/replicate-on-huggingface)
+Learn more about our Hugging Face integration at [replicate.com/blog/replicate-on-huggingface](https://replicate.com/blog/replicate-on-huggingface)
+
+Join our Discord to chat with the team [discord.gg/replicate](https://discord.gg/replicate)