Three researchers. One GPU. Two years. How the RX 580 became an AI platform.

All images in this article were generated on the RX 580 8GB — the same GPU everyone said couldn't run AI. This is collective knowledge Three independent researchers. No coordination. Same GPU. Same conclusion. January 2025 — 艾米心 Amihart Platform: Debian Linux Published: Medium Amihart was the first to document LLM inference via Vulkan on the RX 580. Compiled llama.cpp with -DGGML_VULKAN=on on Debian, connected a Celeron G6900 CPU setup, and measured: CPU only: 5....