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LLM 本地推理 Benchmark
Hardware
| Item |
Configuration |
| GPU |
NVIDIA GeForce RTX 3090 Ti, 23028 MiB NVIDIA GeForce RTX 3080, 10240 MiB |
| CPU |
Intel(R) Core(TM) Ultra 7 270K Plus |
| RAM |
60Gi |
| OS |
Ubuntu 26.04 LTS |
| Kernel |
7.0.0-38-generic |
| Driver |
595.91.07 |
| Backend |
llama.cpp |
Benchmark Settings
| Parameter |
Value |
| Tool |
llama-benchy |
| PP |
2048 |
| TG |
128 |
| Depth |
16K / 32K / 64K / 120K |
| Concurrency |
1 |
| Runs |
3 |
| Cache |
Disabled |
| TG Length |
Exact |
| Latency Mode |
generation |
Results
| model |
test |
t/s |
peak t/s |
ttfr (ms) |
est_ppt (ms) |
e2e_ttft (ms) |
| Qwen/Qwen3.8-Flash-Next |
pp2048 @ d16384 |
487990.14 ± 4576.01 |
|
39.82 ± 0.36 |
37.78 ± 0.36 |
7600.50 ± 239.32 |
| Qwen/Qwen3.8-Flash-Next |
tg128 @ d16384 |
93.71 ± 4.94 |
94.33 ± 4.92 |
|
|
|
| Qwen/Qwen3.8-Flash-Next |
pp2048 @ d32768 |
549207.46 ± 18264.55 |
|
65.51 ± 2.16 |
63.47 ± 2.16 |
13641.16 ± 93.11 |
| Qwen/Qwen3.8-Flash-Next |
tg128 @ d32768 |
104.92 ± 6.12 |
105.67 ± 6.18 |
|
|
|
| Qwen/Qwen3.8-Flash-Next |
pp2048 @ d65536 |
602404.29 ± 2694.60 |
|
114.24 ± 0.50 |
112.19 ± 0.50 |
25405.68 ± 138.26 |
| Qwen/Qwen3.8-Flash-Next |
tg128 @ d65536 |
95.69 ± 5.91 |
96.33 ± 5.73 |
|
|
|
| Qwen/Qwen3.8-Flash-Next |
pp2048 @ d120000 |
620944.40 ± 4961.17 |
|
198.61 ± 1.57 |
196.57 ± 1.57 |
46767.65 ± 10.61 |
| Qwen/Qwen3.8-Flash-Next |
tg128 @ d120000 |
99.18 ± 4.63 |
99.33 ± 4.50 |
|
|
|
Notes
- PP = Prompt Processing
- TG = Token Generation
- 120K depth is used for the ~128K context test so PP/TG still fit inside a 128K context window.
- Results are mean ± standard deviation across 3 runs.
- Prefix cache avoidance enabled with
--no-cache.
- Fixed generation length enabled with
--exact-tg.
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@terry 说:
我弟,这特么不能翻译成汉语吗?
我没在ubuntu上装中文软件。然后跑的内容全在上面。只能勉强先达成英文得了。Windows版本的数据我就可以上中文了。
主要是,我现在打字用的是小鹤双拼+讯飞输入法。不喜欢搜狗的流氓广告。讯飞好像不支持linux。未来ubuntu用的不多。
你好!看起来您对这段对话很感兴趣,但您还没有一个账号。
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有了你的建议,这篇帖子会更精彩哦 💗
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