#jupyter_notebook #ai #aiinfra #aisys #dlsys #mlsys

This course, called **AI System (AISys)**, is a free and open-source resource that helps you learn about the entire system of artificial intelligence (AI) and deep learning. It is divided into five main modules: AI system overview, AI chip and architecture, AI programming and computing architecture, AI inference systems, and AI framework core technologies. The course is designed for students and professionals to understand the complete lifecycle of AI system design, including hardware, software, and application aspects. By participating, you can gain a comprehensive understanding of AI systems, stay updated with the latest research and technologies, and contribute to the community by sharing your feedback and improvements.

https://github.com/chenzomi12/AISystem

#python #comfyui #diffusion #flux #genai #mlsys #quantization

Nunchaku is a fast and efficient engine that runs 4-bit neural networks using a special method called SVDQuant, which compresses models to use less memory and speed up processing by 2 to 5 times compared to older methods. It supports advanced AI models for tasks like high-quality text-to-image generation and image editing, working best on modern NVIDIA GPUs. You can easily install and use it with ComfyUI, and it has active community support on Slack, Discord, and WeChat. This means you can generate or edit images quickly with less computing power, saving time and resources. It also offers tutorials and example workflows to help you get started smoothly.

https://github.com/nunchaku-tech/ComfyUI-nunchaku