Inclusive computing resource allocation
AingDesk reduces the requirements for running large models to within the reach of home computers through multi-level optimization techniques:
- Minimum configuration: Intel i5-8250U/Ryzen 5 2500U processor + 8GB RAM + 10GB SSD
- Quantization technology: 4-bit model quantization scheme is adopted by default, which only loses 3.2% accuracy compared to FP16 accuracy
- Dynamic offloading: Intelligent management of video memory/memory data exchange, support 6B parameter model running on 8GB devices
Practical tests show that on mainstream thin and light notebooks such as Lenovo Xiaoxin Air14, AingDesk can maintain a generation speed of 15token/s, which meets the basic requirements for research-grade applications.
This answer comes from the articleAingDesk: One-Click Installation of AI Models and Chat Interfaces for PCs (with DeepSeek)The
May not be reproduced without permission:AI productivity tools " AingDesk's Hardware Adaptation Solution Equips Consumer PCs with Professional AI Research Capabilities
