diff --git a/README.md b/README.md
index 3da2982..55f0c5f 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards
 
-## :thought_balloon: Introduction
+##  :thought_balloon:Introduction
 
 This repository contains the code for our paper "[Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards](https://arxiv.org/pdf/2505.04671)".
 
@@ -11,6 +11,15 @@ RewardSQL enhances Text-to-SQL generation through a comprehensive process-level
 
 ![Overview](overview.jpg)
 
+## :inbox_tray: Downloads
+| **Model and Dataset** | **Download Latest** |
+|-----------|------------------|
+| Bird-Schema-Data | [🤖 Modelscope](https://www.modelscope.cn/datasets/QIANME/bird_schema_data), [🤗 HuggingFace](https://huggingface.co/datasets/QIAN-ME/bird_schema_data) |
+| CoCTE SFT Model| [🤖 Modelscope](https://www.modelscope.cn/models/QIANME/CTE_SFT_Model), [🤗 HuggingFace](https://huggingface.co/QIAN-ME/CoCTE_SFT_Model) |
+| Process Reward Model| [🤖 Modelscope](https://www.modelscope.cn/models/QIANME/PRM_Model), [🤗 HuggingFace](https://huggingface.co/QIAN-ME/PRM_Model) |
+| GRPO Trained Model | [🤖 Modelscope](https://www.modelscope.cn/models/QIANME/GRPO_Model), [🤗 HuggingFace](https://huggingface.co/QIAN-ME/GRPO_Model) |
+
+
 ## :open_file_folder: Data Preparation
 
 We provide all necessary datasets in our Google Drive repository.
@@ -60,9 +69,9 @@ mkdir -p results
 ## :zap: Quick Start
 
 ### Download pre-trained models
-- [CoCTE SFT Model](https://drive.google.com/file/d/1hP8FO_VA7Lf9wwqHz_Uqvs3ccrSP_x66/view?usp=sharing): Put it under `checkpoints/cocte_model`.
-- [Process Reward Model](https://drive.google.com/file/d/1hP8FO_VA7Lf9wwqHz_Uqvs3ccrSP_x66/view?usp=sharing): Put it under `checkpoints/prm_model`.
-- [GRPO Trained Model](https://drive.google.com/file/d/1hP8FO_VA7Lf9wwqHz_Uqvs3ccrSP_x66/view?usp=sharing): Put it under `checkpoints/grpo_model`.
+- [CoCTE SFT Model](https://huggingface.co/QIAN-ME/CoCTE_SFT_Model): Put it under `checkpoints/cocte_model`.
+- [Process Reward Model](https://huggingface.co/QIAN-ME/PRM_Model): Put it under `checkpoints/prm_model`.
+- [GRPO Trained Model](https://huggingface.co/QIAN-ME/GRPO_Model): Put it under `checkpoints/grpo_model`.
 
 ### Text-to-SQL inference
 
@@ -130,4 +139,4 @@ We implement our reinforcement learning algorithm extending from [veRL](https://
 - [ ] Models used in the paper
 - [ ] Evaluation code
 - [ ] Datasets
-- [ ] GRPO training code -->
\ No newline at end of file
+- [ ] GRPO training code -->