Can LLMs run on your laptop? An analysis of quantized code models

Company specialized in custom application and software development, with a focus on cutting-edge technologies such as artificial intelligence, cybersecurity, and business intelligence services.

miércoles, 30 de julio de 2025 • 1 min read • Q2BSTUDIO Team

Artificial-Intelligence-

This study compares quantized 7B coding LLMs for Lua on CPU-only laptops, finding that 4-bit quantization offers the best balance between size and performance, although it still does not match the performance of the best foundational models.

Our company Q2BSTUDIO specializes in the development of custom applications and custom software, with a focus on cutting-edge technologies such as artificial intelligence, cybersecurity, AWS and Azure cloud services, as well as business intelligence and Power BI services.

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