README - Sglang — ContextQMD

Run benchmark

Benchmark sglang

python3 -m sglang.launch_server --model-path codellama/CodeLlama-7b-instruct-hf --port 30000

python3 bench_sglang.py --num-questions 5 --parallel 1

Benchmark vllm

python3 -m vllm.entrypoints.api_server --tokenizer-mode auto --model codellama/CodeLlama-7b-instruct-hf  --disable-log-requests --port 21000 --gpu 0.97

python3 bench_other.py --backend vllm --num-questions 5

Benchmark guidance

python3 bench_other.py --backend guidance --num-questions 5 --parallel 1 --n-ctx 11000 --model-path path/to/code-llama/gguf

Build dataset

pip install wikipedia
python3 build_dataset.py