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AMD Instinct MI50 vs AMD Radeon RX 7900 XTX for local LLMs

Across 2 tests measured on both, the AMD Radeon RX 7900 XTX is faster in 2 and generates a median 1.82× the tokens/s of the AMD Instinct MI50.

On Llama 2 7B (Q4_0, llama-bench) the AMD Instinct MI50 generates 118 tokens/s and the AMD Radeon RX 7900 XTX 191 tokens/s (measured).

Same model, same quant, same test

ModelQuant / testInstinct MI50
tok/s
Radeon RX 7900 XTX
tok/s
FasterSources and run details
Llama 2 7BQ4_0
llama-bench
118
Vulkan
191
Vulkan
Radeon RX 7900 XTX +62%llama.cpp #10879 Instinct MI50 · llama.cpp #10879 Radeon RX 7900 XTX
Qwen2.5 14B InstructQ4_K_M
LocalScore
12.9
llamafile
26.8
llamafile
Radeon RX 7900 XTX +108%LocalScore Instinct MI50 · LocalScore Radeon RX 7900 XTX

Generation speed in tokens/s, best measured backend for each chip (shown under the number). Backends can differ between the two chips; check them before drawing conclusions. Measured results only, nothing estimated.

Specs

AMD Instinct MI50AMD Radeon RX 7900 XTX
Memory32 GB24 GB
Memory bandwidth1024 GB/s960 GB/s

All results for the AMD Instinct MI50 · All results for the AMD Radeon RX 7900 XTX · More comparisons