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README.md
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bench_other.py
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bench_sglang.py
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data_gen.py
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README.md

Benchmark sglang

Run Llama-7B

python3 -m sglang.launch_server --model-path meta-llama/Llama-2-7b-chat-hf --port 30000

Run Mixtral-8x7B (When there is a CUDA out-of-memory error, try to reduce the --mem-fraction-static)

python3 -m sglang.launch_server --model-path mistralai/Mixtral-8x7B-Instruct-v0.1 --port 30000 --tp-size 8

Benchmark(short output)

python3 bench_sglang.py --tokenizer meta-llama/Llama-2-7b-chat-hf

Benchmark(long output)

python3 bench_sglang.py --tokenizer meta-llama/Llama-2-7b-chat-hf --long

Benchmark vLLM

Run Llama-7B

python3 -m vllm.entrypoints.api_server --tokenizer-mode auto --model meta-llama/Llama-2-7b-chat-hf  --disable-log-requests --port 21000

Run Mixtral-8x7B

python3 -m vllm.entrypoints.api_server --tokenizer-mode auto --model mistralai/Mixtral-8x7B-Instruct-v0.1 --disable-log-requests --port 21000 --tensor-parallel-size 8

Benchmark(short output)

python3 bench_other.py --tokenizer meta-llama/Llama-2-7b-chat-hf --backend vllm

Benchmark(long output)

python3 bench_other.py --tokenizer meta-llama/Llama-2-7b-chat-hf --backend vllm --long

Benchmark guidance

Benchmark Llama-7B (short output)

python3 bench_other.py --tokenizer meta-llama/Llama-2-7b-chat-hf --backend guidance --parallel 1 --n-ctx 4096 --model-path path/to/gguf

Benchmark Llama-7B (long output)

python3 bench_other.py --tokenizer meta-llama/Llama-2-7b-chat-hf --backend guidance --parallel 1 --n-ctx 4096 --model-path path/to/gguf --long