diff --git a/README.md b/README.md
index d79b6ed..d80cc9f 100644
--- a/README.md
+++ b/README.md
@@ -10,4 +10,11 @@ This will, hopefully, serve as a practical and conceptual bridge from single-nod
 
 ## How to use this repository
 
-The examples in this repository are intended to be read sequentially. Later examples build on earlier examples and gradually add scale and complexity.
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+The examples in this repository are intended to be read sequentially. Later examples build on earlier examples and gradually add scale and complexity.
+
+## Contributing
+
+Contributions are welcome, and there are a few different ways to get involved.
+- If you see an error or bug, please [open an issue](https://github.com/djliden/fine-tuning/issues/new) or open a PR.
+- If you have a question about this repository, or you want to request a specific example, please [open an issue](https://github.com/djliden/fine-tuning/issues/new).
+- If you're interested in contributing an example, I encourage you to get in touch. You can [open an issue](https://github.com/djliden/fine-tuning/issues/new) or reach out by email or social media.
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