dive-into-llms

Dive into LLMs

《动手学大模型Dive into LLMs》 is a series of programming practice tutorials aimed at providing a hands-on introduction to large models. Developed from the lectures of Shanghai Jiao Tong University's courses on Natural Language Processing and AI Security, this tutorial is completely free and designed to help students quickly get started with large models through practical exercises.

Key Features:

• Comprehensive Curriculum: Covers various aspects of large model development, including mathematical reasoning, GUI agents, and more.
• Collaborative Development: Jointly developed with Huawei Ascend, offering a complete guide to model development from beginner to advanced levels.
• Open Source Contribution: Encourages community contributions and feedback to continuously improve the content.

Benefits:

• Accessible Learning: Aimed at students and researchers, providing a practical approach to understanding and applying large models.
• Diverse Resources: Includes PPTs, experimental manuals, and videos to cater to different learning preferences.
• Community Support: Engages a community of contributors and learners for collaborative growth and knowledge sharing.

Highlights:

• Free and open-source educational resource.
• Regular updates and new content based on community feedback.
• Strong backing from academic institutions and industry partners.