diff --git a/karpathy/README.md b/karpathy/README.md
index 37f2962..b5dd30d 100644
--- a/karpathy/README.md
+++ b/karpathy/README.md
@@ -1,2 +1,8 @@
-1. [Let's build GPT](https://www.youtube.com/watch?v=kCc8FmEb1nY) / https://github.com/karpathy/nanoGPT
-2. [Let's build the GPT Tokenizer](https://www.youtube.com/watch?v=zduSFxRajkE)
+LLM training in simple, raw C/CUDA
+
+https://github.com/karpathy/llm.c
+
+--
+
+- [Let's build GPT](https://www.youtube.com/watch?v=kCc8FmEb1nY) / https://github.com/karpathy/nanoGPT
+- [Let's build the GPT Tokenizer](https://www.youtube.com/watch?v=zduSFxRajkE)