@@ -7,7 +7,7 @@ Welcome to the [Ultralytics YOLOv8](https://docs.ultralytics.com/models/yolov8/)
 - 🚀 **Model Format Support**: MNN
 - ⚡ **Precision Options**: Run models in **FP32**, **FP16** ([half-precision](https://www.ultralytics.com/glossary/half-precision)), and **INT8** ([quantization](https://www.ultralytics.com/glossary/model-quantization)) precisions for optimized performance.
 - 🔄 **Dynamic Shape Loading**: Easily handle models with dynamic input shapes, common in many [computer vision](https://www.ultralytics.com/glossary/computer-vision-cv) tasks.
-- 📦 Use ONLY MNN's [Express API](https://mnn-docs.readthedocs.io/en/latest/express.html) for a more user-friendly interface, or the [Interpreter API](https://mnn-docs.readthedocs.io/en/latest/interpreter.html) for lower-level control.
+- 📦 Use ONLY MNN's [Express API](https://github.com/alibaba/MNN) for a more user-friendly interface, or the [Interpreter API](https://mnn-docs.readthedocs.io/en/latest/cpp/Interpreter.html) for lower-level control.
 
 ## 📋 Dependencies
 

@@ -171,4 +171,4 @@ Run the executable from the `build` directory:
 
 ## 🤝 Contributing
 
-Contributions are welcome! If you find any issues or have suggestions for improvements, please feel free to open an issue or submit a pull request on the main [Ultralytics examples repository](https://github.com/ultralytics/examples).
+Contributions are welcome! If you find any issues or have suggestions for improvements, please feel free to open an issue or submit a pull request on the main [Ultralytics repository](https://github.com/ultralytics/ultralytics).

@@ -11,8 +11,8 @@ To get started, you'll need [Python](https://www.python.org/) installed. Then, i
 Clone the repository and install the packages listed in the `requirements.txt` file using [pip](https://pip.pypa.io/en/stable/):
 
 ```bash
-git clone https://github.com/ultralytics/examples.git
-cd examples/YOLOv8-ONNXRuntime
+git clone https://github.com/ultralytics/ultralytics.git
+cd ultralytics/examples/YOLOv8-ONNXRuntime
 pip install -r requirements.txt
 ```