llama.cpp CUDA GTX 1060 llama-2-7b Q4_0 pp512 noFA
416.85 tok/s (pp512)
Fields
id
benchmarks/llamacpp-scoreboard-gtx-1060-6gb-nofa-pp512Metric
prefill_tok_s
Value
416.85
Unit
tok/s (pp512)
Model
llama-2-7b.Q4_0.gguf (ggml-org, 3.56 GiB, 6.74B params)
Methodology
COMMUNITY-SCOREBOARD (llama.cpp discussion #15013, maintainer-curated CUDA backend). llama-bench llama-2-7b.Q4_0.gguf (ggml-org, 3.56 GiB, 6.74B params), pp512 and tg128, n_gpu_layers 99, batch 1, full GPU offload, CUDA. Per-request batch-1, not an aggregate across concurrent requests. Flash attention off (-fa 0). Build 5fd160b, reporter @pebaryan. Printed mean 416.85. Re-read of the discussion page on 2026-10-17.
Measured by
third_party
Reproducible
yes
notes
GTX 1060, 6 GB / GDDR5 / 192 bit, build 5fd160b, reporter @pebaryan. prompt processing cell.
Notes
GTX 1060, 6 GB / GDDR5 / 192 bit, build 5fd160b, reporter @pebaryan. prompt processing cell.