The AMD Radeon Pro W6900X packs 32GB of GDDR6 with 512 GB/s of memory bandwidth, making it one of the best consumer GPUs 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.
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The AMD Radeon Pro W6900X has 32GB VRAM and 512 GB/s memory bandwidth, making it one of the best consumer GPUs for running local AI models. This guide covers which LLMs fit, expected tok/s performance, and recommended settings.
See the full AMD Radeon Pro W6900X specs page for detailed specifications, all compatible models, and speed estimates.