Local LLM quantization for coding.
Quantization is the practical bridge between model quality and hardware fit; Q4 is often the first runnable choice.
Open pre-filled calculator Model quants Fit checker Hardware profiles
FAQ
Can I use the recommendation without login?
Yes. Basic local LLM recommendations do not require login.
Does the page replace testing models locally?
No. It narrows the starting point by hardware, RAM, VRAM, task, runtime, and cost.