Co-authored-by: Ying Sheng <sqy1415@gmail.com> Co-authored-by: Liangsheng Yin <hnyls2002@gmail.com> Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu> Co-authored-by: parasol-aser <3848358+parasol-aser@users.noreply.github.com> Co-authored-by: LiviaSun <33578456+ChuyueSun@users.noreply.github.com> Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
32 lines
673 B
Markdown
32 lines
673 B
Markdown
## Run benchmark
|
|
|
|
### Benchmark sglang
|
|
```
|
|
python -m sglang.launch_server --model-path meta-llama/Llama-2-7b-chat-hf --port 30000
|
|
```
|
|
|
|
```
|
|
python3 bench_sglang.py --num-questions 80
|
|
```
|
|
|
|
|
|
### Benchmark vllm
|
|
```
|
|
python3 -m vllm.entrypoints.api_server --tokenizer-mode auto --model meta-llama/Llama-2-7b-chat-hf --disable-log-requests --port 21000
|
|
```
|
|
|
|
```
|
|
python3 bench_other.py --num-questions 80 --backend vllm
|
|
```
|
|
|
|
|
|
### Benchmark lightllm
|
|
```
|
|
# A10G
|
|
python -m lightllm.server.api_server --tokenizer_mode auto --model_dir ~/model_weights/llama-2-7b-chat-hf --max_total_token_num 16000 --port 22000
|
|
```
|
|
|
|
```
|
|
python3 bench_other.py --num-questions 80 --backend lightllm
|
|
```
|