FitMyLLM

Running LLMs on AMD Radeon Pro W6600X: What You Can Run

The AMD Radeon Pro W6600X packs 8GB of GDDR6 with 256 GB/s of memory bandwidth, making it an entry-level option for running local AI models. Here is which models fit, how fast they run, and what quantisation gives the best balance of quality and speed.

Already have it? Find the best model for it. Still choosing? See what a budget buys. Or the full specifications.

Loading the model tables…

Running LLMs on AMD Radeon Pro W6600X: Complete Guide

The AMD Radeon Pro W6600X has 8GB VRAM and 256 GB/s memory bandwidth, making it an entry-level option for running local AI models. This guide covers which LLMs fit, expected tok/s performance, and recommended settings.

See the full AMD Radeon Pro W6600X specs page for detailed specifications, all compatible models, and speed estimates.