Configs › llama-2-7b on Strix Halo: 53 tok/s measured

llama-2-7b on Strix Halo: 53 tok/s measured

Measured llama-2-7b speeds: 53 tok/s on Strix Halo (Q4_0, llama.cpp/rocm). 2 configs, each linked to its source, snapshot 2026-10-16.

Snapshot 2026-10-16 · 394 configs on AI boxes and 423 on GPU cards · 123 models. Every number is generated from the tracker snapshot and linked to where it was measured; nothing here is typed by hand.

Quick answers

How fast is llama-2-7b on Strix Halo?
53 tok/s single-stream decode (Q4_0, llama.cpp/rocm), the fastest of 2 measured configs on AMD Strix Halo (Ryzen AI Max+ 395), measured by lhl, source last checked 2026-10-16. source

Measured configs for llama-2-7b

ModelHardwareQuantBackendDecodeContextTrustSource
llama-2-7bStrix HaloQ4_0llama.cpp/rocm53 tok/s (prefill 1327)Structured tablesource
llama-2-7bStrix HaloQ4_K_Mllama.cpp/rocm50.4 tok/s (prefill 1083)Structured tablesource

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