pip install wikipedia
python3 build_dataset.py
llama_cpp_python 0.2.19
guidance 0.1.10
vllm 0.2.5
outlines 0.0.22
Run Llama-7B
python3 -m sglang.launch_server --model-path meta-llama/Llama-2-7b-chat-hf --port 30000
Run Mixtral-8x7B
python3 -m sglang.launch_server --model-path mistralai/Mixtral-8x7B-Instruct-v0.1 --port 30000 --tp-size 8
Benchmark
python3 bench_sglang.py --num-questions 10
Run Llama-7B
python3 -m outlines.serve.serve --tokenizer-mode auto --model meta-llama/Llama-2-7b-chat-hf --disable-log-requests --port 21000
Benchmark
python3 bench_other.py --backend outlines --num-questions 10
Run Llama-7B and benchmark
python3 bench_other.py --backend guidance --num-questions 10 --parallel 1 --n-ctx 4096 --model-path path/to/gguf