Hardware
CPU Offloading Explained: How to Run a Local LLM That Doesn’t Fit in VRAM
0148
A local LLM does not necessarily have to fit entirely inside your GPU’s VRAM. If the model is too large, runtimes such as llama.cpp can keep part
Local LLMs
How LLM Quantization Works: Q4, Q5, Q8 and What You Should Actually Use
0104
A 14 GB model file does not mean you need exactly 14 GB of memory to run it. And a model described as “8B” does not have one fixed memory requirement.
Hardware
How Much VRAM Do You Actually Need to Run an LLM Locally?
183
A 14 GB model file does not mean you need exactly 14 GB of VRAM to run it. The weights are only one part of the memory used during inference.