Update README.md

README.md

@@ -10,7 +10,7 @@ library_name: transformers
 
 # SimpleSD-4B-thinking
 
-This model was produced using **Simple Self-Distillation (SimpleSD)**, a method that improves code generation by fine-tuning a language model on its own sampled outputs—without rewards, verifiers, teacher models, or reinforcement learning.
+This model is an example of the **Simple Self-Distillation (SimpleSD)** method that improves code generation by fine-tuning a language model on its own sampled outputs—without rewards, verifiers, teacher models, or reinforcement learning. Please see the paper below for more information. This uses Qwen for initialization.
 
 - **Self-distillation sampling:** temperature=1.1, top_p=0.95, top_k=20
 - **Evaluation sampling:** temperature=0.7, top_p=0.95, top_k=20