Performance Optimization Solutions
For users with limited hardware configurations, the following measures can be taken to improve operational efficiency:
| Optimization direction | concrete operation | intended effect |
|---|---|---|
| Model Selection | Prioritize the installation of 4bit quantized versions (e.g. DeepSeek-Chat-4bit) | Reduced video memory footprint by 60% |
| parameterization | Enable "Thin Mode" in settings and limit max_token=512 | Response Speed Up 40% |
| system coordination | Close non-essential processes in the background and reserve 8GB of virtual memory | Avoiding Memory Overflow |
| Batch optimization | Batch execution of tasks using the "Offline Processing" function | Reduced real-time load |
Additional Recommendations:
1. Regularly use the "cache cleaner" tool to free up disk space
2. Avoid running multiple large models simultaneously
3. External USB3.0 SSD to improve I/O bottleneck
After testing, the model with 7B parameters can also run smoothly on the i5-8250U/8GB laptop after using the above scheme.
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 " How to optimize the performance of AingDesk on low configuration computers?
