llamaperf

Llama 3.1 8B

on Unknown GPU · ik_llama.cpp

Oct 8, 2026
Throughput
370.1 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q8_K_R8 (GGUF)

Summary

User benchmarks LLaMA-3.1-8B on CPU with ik_llama.cpp and llama.cpp, reporting prompt processing of 370.11 t/s with Q8_K_R8 on a Ryzen 7950X. Setup uses llama-bench for PP-512 and TG-128, with -rtr 1 for ik_llama.cpp; AVX2/Zen4 on Ryzen-7950X and ARM on M2-Max. User reports ik_llama.cpp is up to 7x faster for prompt processing and notes the slowest ik_llama.cpp quant beats the fastest llama.cpp quant on Ryzen-7950X.