llama.cpp CUDA on NVIDIA A40: Llama-2-7B Q4_0 FA-on tg128 decode tok/s (scoreboard #15013)
126.24 tok/s (tg128, per-request, batch 1)
Fields
id
benchmarks/llamacpp-cuda-a40-llama27b-q40-fa-tg128Metric
decode_tok_s
Value
126.24
Unit
tok/s (tg128, per-request, batch 1)
Model
llama-2-7b.Q4_0.gguf (TheBloke, 3.56 GiB, 6.74B params)
Methodology
COMMUNITY-SCOREBOARD (llama.cpp discussion #15013, maintainer-curated). llama-bench -m llama-2-7b.Q4_0.gguf -ngl 99 -fa 1. NVIDIA A40 (48 GB GDDR6 384-bit). Build commit 3470a5c, reporter @Hedede. llama-bench default -r 5, mean +/- std. Single-GPU per thread rules. Per-request batch-1, NOT aggregate.
Measured by
third_party
Reproducible
yes
notes
Maintainer-verified scoreboard row from ggml-org/llama.cpp#15013 (CUDA backend). Flash-attention row.
Notes
Maintainer-verified scoreboard row from ggml-org/llama.cpp#15013 (CUDA backend). Flash-attention row.