sglang/benchmark/llm_judge/README.md

## 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 25 --parallel 8
python3 bench_sglang.py --num-questions 16 --parallel 1
```


### 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 --backend vllm --num-questions 25
```


### Benchmark guidance
```
python3 bench_other.py --backend guidance --num-questions 25 --parallel 1
```