llama.cpp Vulkan on A100 80GB PCIe: Llama-2-7B Q4_0 FA-off tg128 decode tok/s (scoreboard #10879)
160.78 tok/s (tg128, per-request, batch 1)
Fields
id
benchmarks/llamacpp-vulkan-a100-80gb-pcie-llama27b-q40-nofa-tg128Metric
decode_tok_s
Value
160.78
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 #10879, maintainer-curated). llama-bench -m llama-2-7b.Q4_0.gguf -ngl 99 -fa 0. A100 80GB PCIe. Build commit 2257758. llama-bench default repeats, mean. Single device. Per-request batch-1, NOT aggregate.
Measured by
third_party
Reproducible
yes
notes
Maintainer-curated scoreboard row from ggml-org/llama.cpp discussion #10879, non-FA table (llama-bench -fa 0). Build commit 2257758. Scoreboard labels the card 'Nvidia A100' with no SXM/PCIe or 40/80 GB split. Pinned to nvidia-a100-80gb-pcie, the PCIe 80GB id, because a PCIe host is the usual community-bench box; the SXM4 sibling is a different part. Scoreboard comment column says coopmat2 (Vulkan cooperative-matrix-2 path).
Notes
Maintainer-curated scoreboard row from ggml-org/llama.cpp discussion #10879, non-FA table (llama-bench -fa 0). Build commit 2257758. Scoreboard labels the card 'Nvidia A100' with no SXM/PCIe or 40/80 GB split. Pinned to nvidia-a100-80gb-pcie, the PCIe 80GB id, because a PCIe host is the usual community-bench box; the SXM4 sibling is a different part. Scoreboard comment column says coopmat2 (Vulkan cooperative-matrix-2 path).