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README.md

@@ -35,9 +35,8 @@ tags:
 - **Production-scale validation**: Deployed on a mass-produced ADAS platform trained on 80,000+ hours of driving logs, reducing collision rate by up to **45.5%** and achieving zero disengagements in a 200 km on-road test.
 
 ## News
-
-- **[2026/04/09]** Official code repository established. Data publication under preparation.
 - **[2026/04/09]** Official data release.
+- **[2026/04/10]** Official code repository established. Data publication under preparation.
 
 ---
 
@@ -48,7 +47,6 @@ tags:
 - [Dataset Overview](#-dataset-overview)
 - [Download](#-download)
 - [Directory Structure](#-directory-structure)
-- [Benchmark](#-benchmark)
 - [Environment Setup](#️-environment-setup)
 - [Usage](#-usage)
 - [Citation](#-citation)
@@ -76,32 +74,39 @@ WorldEngine/
 
 ## 🚀 Download
 
-### Option 1: ModelScope SDK
+### Option 1: Hugging Face Hub (Recommended)
 
-Recommended for quick download:
-```
-from modelscope import MsDataset
+Use the `datasets` library for quick download:
+```python
+from datasets import load_dataset
 
 # Load the dataset
-ds = MsDataset.load('OpenDriveLab/WorldEngine')
+ds = load_dataset('OpenDriveLab/WorldEngine')
 ```
 
-### Option 2: Git Clone
+### Option 2: Git Clone with LFS
 
-For full version control:
-```
+For full version control and manual access:
+```bash
 # Install Git LFS (Large File Storage)
 git lfs install
 
-git clone https://www.modelscope.cn/datasets/OpenDriveLab/WorldEngine.git
+# Clone the dataset repository
+git clone https://huggingface.co/datasets/OpenDriveLab/WorldEngine
 ```
 
-### Option 3: ModelScope CLI
-```
-pip install modelscope
-modelscope download --dataset OpenDriveLab/WorldEngine
+### Option 3: Hugging Face CLI
+
+```bash
+# Install Hugging Face CLI
+curl -LsSf https://hf.co/cli/install.sh | bash
+
+# Download the dataset
+hf download OpenDriveLab/WorldEngine --repo-type dataset --local-dir /path/to/your/WorldEngine_repo
 ```
 
+💡 **Note**: Large files are stored using Git LFS. Make sure Git LFS is properly installed before cloning.
+
 ---
 
 ## 📂 Directory Structure
@@ -264,7 +269,7 @@ Follow these steps to set up the dataset:
 
 | Step | Action | Description |
 |:----:|--------|-------------|
-| **1** | Download dataset | Use ModelScope SDK or Git Clone |
+| **1** | Download dataset | Use Hugging Face Hub or Git Clone |
 | **2** | Extract scene assets | Extract split archives in `data/sim_engine/assets/` ([see instructions](#3️⃣-simengine-data-datasim_engine)) |
 | **3** | Set environment variables | Configure `WORLDENGINE_ROOT` and related paths |
 | **4** | Create symlinks | Link raw datasets (if needed) |
@@ -378,8 +383,9 @@ This dataset is released under the **[CC-BY-NC-SA-4.0](https://creativecommons.o
 | Resource | Link |
 |:--------:|:-----|
 | 🏠 **Project Home** | [WorldEngine GitHub](https://github.com/OpenDriveLab/WorldEngine) |
+| 🤗 **Hugging Face** | [Dataset Page](https://huggingface.co/datasets/OpenDriveLab/WorldEngine) |
 | 📦 **ModelScope** | [Dataset Page](https://www.modelscope.cn/datasets/OpenDriveLab/WorldEngine) |
-| 💬 **Feedback** | [ModelScope Issues](https://www.modelscope.cn/datasets/OpenDriveLab/WorldEngine/feedback) |
+| 💬 **Discussions** | [Hugging Face Discussions](https://huggingface.co/datasets/OpenDriveLab/WorldEngine/discussions) |
 | 📖 **Full Documentation** | [Documentation](https://github.com/OpenDriveLab/WorldEngine/tree/main/docs) |
 | 🎨 **Scene Reconstruction** | [MTGS Repository](https://github.com/OpenDriveLab/MTGS) |
 
@@ -390,7 +396,7 @@ This dataset is released under the **[CC-BY-NC-SA-4.0](https://creativecommons.o
 For questions or suggestions, feel free to reach out:
 
 - 🐛 **Bug Reports**: [GitHub Issues](https://github.com/OpenDriveLab/WorldEngine/issues)
-- 📮 **Dataset Feedback**: [ModelScope Feedback](https://www.modelscope.cn/datasets/OpenDriveLab/WorldEngine/feedback)
+- 💬 **Discussions**: [Hugging Face Discussions](https://huggingface.co/datasets/OpenDriveLab/WorldEngine/discussions)
 
 ---