39 lines
954 B
Markdown
39 lines
954 B
Markdown
## Download the dataset
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```
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wget -O agent_calls.jsonl https://drive.google.com/uc?export=download&id=19qLpD45e9JGTKF2cUjJJegwzSUEZEKht
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```
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## Run benchmark
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Ensure that this benchmark is run in a serial manner (using --parallel 1) to preserve any potential dependencies between requests.
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### Benchmark sglang
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```
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python -m sglang.launch_server --model-path meta-llama/Llama-2-7b-chat-hf --port 30000
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```
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```
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python3 bench_sglang.py --num-events 1000 --parallel 1
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```
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### Benchmark vllm
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```
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python3 -m vllm.entrypoints.api_server --tokenizer-mode auto --model meta-llama/Llama-2-7b-chat-hf --disable-log-requests --port 21000
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```
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```
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python3 bench_other.py --num-events 1000 --backend vllm --parallel 1
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```
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### Benchmark guidance
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```
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python3 bench_other.py --num-events 1000 --backend guidance --parallel 1 --n-ctx 4096 --model-path path/to/gguf
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```
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### Benchmark lmql
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```
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python3 bench_other.py --num-events 1000 --backend lmql --parallel 1
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```
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