Link to paper on HF, add project page URL

This PR adds a link to the paper [CodeV-R1: Reasoning-Enhanced Verilog Generation](https://huggingface.co/papers/2505.24183) on Hugging Face, as well as linking to the project page.

README.md

@@ -1,10 +1,11 @@
 ---
-license: llama2
 library_name: transformers
+license: llama2
 pipeline_tag: text-generation
 tags:
-  - code
+- code
 ---
+
 <div align="center">
   <img src="./assets/logo.png" style="zoom:25%;" /> 
 </div>
@@ -17,11 +18,11 @@ CodeV is an innovative series of open-source, instruction-tuned Large Language M
 
 ## Models and Datasets
 
-|      | Base Model                                                                                          | CodeV                                                                                |
-| ---- | --------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------ |
+|      | Base Model                                                                                          | CodeV                                                               |
+| ---- | --------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------- |
 | 6.7B | [deepseek-ai/deepseek-coder-6.7b-base](https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base) | [yang-z/CodeV-DS-6.7B](https://huggingface.co/yang-z/CodeV-DS-6.7B) |
-| 7B   | [codellama/CodeLlama-7b-Python-hf](https://huggingface.co/codellama/CodeLlama-7b-Python-hf)         | [yang-z/CodeV-CL-7B](https://huggingface.co/yang-z/CodeV-CL-7B)      |
-| 7B   | [Qwen/CodeQwen1.5-7B-Chat](https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat)                         | [yang-z/CodeV-QW-7B](https://huggingface.co/yang-z/CodeV-QW-7B)      |
+| 7B   | [codellama/CodeLlama-7b-Python-hf](https://huggingface.co/codellama/CodeLlama-7b-Python-hf)         | [yang-z/CodeV-CL-7B](https://huggingface.co/yang-z/CodeV-CL-7B)     |
+| 7B   | [Qwen/CodeQwen1.5-7B-Chat](https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat)                         | [yang-z/CodeV-QW-7B](https://huggingface.co/yang-z/CodeV-QW-7B)     |
 
 ## Test
 
@@ -61,8 +62,11 @@ response = result[0]["generated_text"]
 print("Response:", response)
 ```
 
+## Project Page
+https://iprc-dip.github.io/CodeV-R1
+
 ## Paper
-**Arxiv:** <https://arxiv.org/abs/2407.10424>
+**Hugging Face:** [CodeV-R1: Reasoning-Enhanced Verilog Generation](https://huggingface.co/papers/2505.24183)
 
 Please cite the paper if you use the models from CodeV.
 
@@ -83,4 +87,4 @@ Please cite the paper if you use the models from CodeV.
 * [Magicoder](https://github.com/ise-uiuc/magicoder): Training code, original datasets and data decontamination
 * [DeepSeek-Coder](https://github.com/deepseek-ai/DeepSeek-Coder): Base model for CodeV-DeepSeek
 * [CodeLlama](https://ai.meta.com/research/publications/code-llama-open-foundation-models-for-code/): Base model for CodeLlama
-* [CodeQwen](https://github.com/QwenLM/CodeQwen1.5): CodeV-CodeQwen 
+* [CodeQwen](https://github.com/QwenLM/CodeQwen1.5): CodeV-CodeQwen