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README.md

@@ -12,7 +12,7 @@ tags:
 # Microsoft Phi-Ground-4B-7C
 
 <p align="center">
-   <a href="https://zhangmiaosen2000.github.io/Phi-Ground/" target="_blank">🤖 HomePage</a> | <a href="https://arxiv.org/abs/2507.23779" target="_blank">📄 Paper </a> | <a href="https://arxiv.org/abs/2507.23779" target="_blank">📄 Arxiv </a> | <a href="https://huggingface.co/microsoft/Phi-Ground" target="_blank"> 😊 Model </a> | <a href="" target="_blank"> 😊 Eval data </a> 
+   <a href="https://microsoft.github.io/Phi-Ground/" target="_blank">🤖 HomePage</a> | <a href="https://huggingface.co/papers/2507.23779" target="_blank">📄 Paper </a> | <a href="https://arxiv.org/abs/2507.23779" target="_blank">📄 Arxiv </a> | <a href="https://huggingface.co/microsoft/Phi-Ground" target="_blank"> 😊 Model </a> | <a href="https://github.com/microsoft/Phi-Ground/tree/main/benchmark/new_annotations" target="_blank"> 😊 Eval data </a> 
 </p>
 
 ![overview](docs/images/abstract.png)
@@ -29,7 +29,7 @@ tags:
 ![overview](docs/images/r1.png)
 
 ### Usage
-he current `transformers` version can be verified with: `pip list | grep transformers`.
+The current `transformers` version can be verified with: `pip list | grep transformers`.
 
 Examples of required packages:
 ```
@@ -88,4 +88,4 @@ image = process_image(Image.open(image_path))
 ```
 
 
-Then you can use huggingface model or [vllm](https://github.com/vllm-project/vllm) to inference. End-to-end examples and benchmark results reproduction can be found [here]().
+Then you can use huggingface model or [vllm](https://github.com/vllm-project/vllm) to inference. We also provide [End-to-end examples](https://github.com/microsoft/Phi-Ground/tree/main/examples/call_example.py) and [benchmark results reproduction](https://github.com/microsoft/Phi-Ground/tree/main/benchmark/test_sspro.sh).