Update README.md

README.md

@@ -16,7 +16,7 @@ base_model:
   <img width="80%" src="14b-rl.png">
 </p>
 
-[technical report](https://github.com/Qihoo360/Light-R1/blob/main/Light-R1.pdf)
+[technical report](https://arxiv.org/abs/2503.10460)
 
 [GitHub page](https://github.com/Qihoo360/Light-R1)
 
@@ -32,7 +32,7 @@ We have finally seen expected behavior during RL training: simultaneous increase
 
 Originated from DeepSeek-R1-Distill-Qwen-14B, Light-R1-14B-DS underwent our long-COT RL Post-Training and achieved a new State-Of-The-Art across 14B-Math models: 74.0 & 60.2 on AIME 24 & 25 respectively.
 Light-R1-14B-DS also performed well on GPQA *without* any specific training.
-We are excited to release this model along with the [technical report](https://github.com/Qihoo360/Light-R1/blob/main/Light-R1.pdf), and will continue to perfect our long-COT RL Post-Training.
+We are excited to release this model along with the [technical report](https://arxiv.org/abs/2503.10460), and will continue to perfect our long-COT RL Post-Training.
 
 ## Usage
 Same as DeepSeek-R1-Distill-Qwen-14B.