GitHub - Lordog/dive-into-llms: 《动手学大模型Dive into LLMs》系列编程实践教程
4 hours ago
- #AI Education
- #Large Model Tutorial
- #Programming Course
- Launch of domestic large model development public courses with PPT, lab manuals, and videos, supported by Huawei.
- Content update of the original programming tutorial series with new topics like math reasoning, GUI Agent, large model alignment, and steganography.
- The 'Hands-on Large Model' series is based on Shanghai Jiao Tong University courses: 'Natural Language Processing Frontier Technology' and 'Artificial Intelligence Security Technology'.
- Courses are public and free, designed to help students quickly learn large models for course design or self-study.
- New course topics include fine-tuning and deployment, prompt learning and reasoning chain, knowledge editing, math reasoning, model watermarking, jailbreak attacks, model steganography, multimodal models, GUI agents, agent security, and RLHF safety alignment.
- Huawei-developed 'Large Model Development Full Process' tutorial uses Ascend software, divided into beginner, intermediate, and advanced levels.
- All content is based on developer experience, internet data, and scientific work, subject to improvement via PRs and issues.