Efficient Multimodal Intelligence Laboratory

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Course Descriptions

• This course aims to help students understand the fundamentals of modern AI models, from Attention and Transformers to LLMs, multimodal models, efficient training techniques, and generative models. Through simple hands-on assignments using PyTorch and Hugging Face, students will also develop an intuitive and practical understanding of these concepts.

Programming Assignments

• Environment Setup: Please complete the Docker installation before the first assignment

  • https://github.com/AI3001-Advanced-Deep-Learning/adl-course-docker