Update README.md

README.md

@@ -56,7 +56,7 @@ The input ends with the `<|assistant|>` token to signal that the model should
 start generating the assistant reply.
 
 
-##Example Code** (Note several embeddings need to be loaded along with the LoRA weights), assumes on GPU and torch.float16: 
+# Example Inference Code (Note several embeddings need to be loaded along with the LoRA weights), assumes on GPU and torch.float16: 
 
 ```
 from typing import List, NamedTuple