home/categories/computational-chemistry/orchestra-research-ai-research-skills-10-optimization-gguf-skill-md
computational-chemistryresearch
gguf-quantization
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.
maintainer
Orchestra-Research
Updated 11/25/2025
Stars
6563
Forks
515
quick start
Installation and usage
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use gguf-quantization