| model                          |       size |     params | backend    | ngl | type_k | type_v |  fa |            test |                  t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -----: | -----: | --: | --------------: | -------------------: |
| qwen2 32B Q8_0                 |  32.42 GiB |    32.76 B | CUDA       | 999 |   q8_0 |   q8_0 |   1 |           pp512 |     3977.05 ± 330.93 |
| qwen2 32B Q8_0                 |  32.42 GiB |    32.76 B | CUDA       | 999 |   q8_0 |   q8_0 |   1 |          pp4096 |       3849.90 ± 7.68 |
| qwen2 32B Q8_0                 |  32.42 GiB |    32.76 B | CUDA       | 999 |   q8_0 |   q8_0 |   1 |           tg128 |         43.37 ± 0.02 |
| qwen2 32B Q8_0                 |  32.42 GiB |    32.76 B | CUDA       | 999 |   q8_0 |   q8_0 |   1 |  pp512 @ d16384 |      2656.02 ± 28.25 |
| qwen2 32B Q8_0                 |  32.42 GiB |    32.76 B | CUDA       | 999 |   q8_0 |   q8_0 |   1 | pp4096 @ d16384 |       2479.68 ± 5.20 |
| qwen2 32B Q8_0                 |  32.42 GiB |    32.76 B | CUDA       | 999 |   q8_0 |   q8_0 |   1 |  tg128 @ d16384 |         38.60 ± 0.02 |

build: d2462f8f7 (9590)