Lightlines
By orchestra-research

gguf-quantization

orchestra-research924 installs

Smaller language models for local inference.

What it does

Converts and quantizes language models into GGUF files for local inference with llama.cpp.

When to use it

Use when deploying models on consumer hardware, running on Apple Silicon, or needing CPU inference and flexible quantization.

How to use it

Give it language model files; it creates a quantized GGUF model and tests local inference.

What you provide

  • Your files

Uses

Latest review

What you need · 1

Requires Python to run the model conversion script; no Python version is specified.


Access · 5

This skill

GitHub

Read

Downloads llama.cpp from GitHub

HuggingFace

Read

Downloads a language model

llama.cpp

Execute

Builds llama.cpp inference tools