Update README.md

README.md

@@ -13,6 +13,8 @@ base_model:
 | [**Light-R1-7B-DS (ours)** 🤗](https://huggingface.co/qihoo360/Light-R1-7B-DS) |DeepSeek-R1-Distill-Qwen-7B|25.3.12|**59.1**|**44.3**|**49.4**|
 | [Light-R1-32B (ours) 🤗](https://huggingface.co/qihoo360/Light-R1-32B) |Qwen2.5-32B-Instruct|25.3.4|76.6|64.6|61.8|
 
+[technical report](https://arxiv.org/abs/2503.10460)
+
 [GitHub page](https://github.com/Qihoo360/Light-R1)
 
 
@@ -21,7 +23,7 @@ Light-R1-7B-DS also performed well on GPQA *without* any specific training.
 
 Originated from DeepSeek-R1-Distill-Qwen-7B, Light-R1-7B-DS is further trained with only [3K SFT data](https://huggingface.co/datasets/qihoo360/Light-R1-SFTData) as we've open-sourced, demonstrating the strong applicability of the released data.
 
-We are excited to release this model along with the [technical report](https://github.com/Qihoo360/Light-R1/blob/main/Light-R1.pdf).
+We are excited to release this model along with the [technical report](https://arxiv.org/abs/2503.10460).
 
 ## Usage
 Same as DeepSeek-R1-Distill-Qwen-7B.