Local LLM User Weighs 4x MI50 vs Second 7900XTX for Bigger Models

Thac0-is-life · reddit · 2026-10-02

A local-LLM hobbyist asks for hardware upgrade advice. Current rig: Ryzen 5600X, 7900XTX, 64GB DDR4, on an X470 GAMING PRO motherboard that isn't great for multi-GPU. He mainly runs Qwen 3.8 27B at 3–4-bit quantization with 128k–220k context and 8-bit KV cache, getting 50 tok/s and 750 tok/s context ingestion.

His goals: run bigger models, go faster, or run multiple Qwen instances so several agents can work in parallel, plus try Qwen 3.8 Flash. He's torn between buying 2–4 MI50 16GB cards (about a third the price of 32GB cards) or a second 7900XTX (more expensive than 4 MI50s), noting he'd likely still need a new motherboard for dual-GPU use.

He adds that noise isn't an issue in his basement and solar covers summer power, and asks whether older GPUs like the MI50 make sense and what motherboard to pair them with.

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