Update README.md

README.md

@@ -26,11 +26,12 @@ We present a compact yet powerful reasoning model **Ring-mini-2.0**. It has 16B
 |     **Model**      | **#Total Params** | **#Activated Params** | **Context Length** | **Download** |
 | :----------------: | :---------------: | :-------------------: | :----------------: | :----------: |
 | Ring-mini-2.0 |       16.8B       |         1.4B         |        128K         |      [🤗 HuggingFace](https://huggingface.co/inclusionAI/Ring-mini-2.0) |
+| Ring-lite-2507 |       16.8B       |         2.75B         |        128K         |      [🤗 HuggingFace](https://huggingface.co/inclusionAI/Ring-lite-2507) |
 
 </div>
 
 ## Evaluation
-For a comprehensive evaluation of the quality of our reasoning models, we implemented automatic benchmarks to assess their performance including math, code and science.
+For a comprehensive evaluation of the quality of our reasoning models, we implemented automatic benchmarks to assess their performance including math, code and science. The results indicate **Ring-mini-2.0** achieves comparable performace with **Ring-lite-2507** while  activating only half parameters.
 
 <p align="center">
     <img src="https://mdn.alipayobjects.com/huamei_qa8qxu/afts/img/A*5F9KR7Tm4MAAAAAARzAAAAgAemJ7AQ/original" width="1000"/>