Json Decode && Mutl-Turns (#4)

benchmark/json_regex_decode/README.md

@@ -0,0 +1,61 @@
+## Run benchmark
+
+### Build dataset
+```
+pip install wikipedia
+python3 build_dataset.py
+```
+
+### Dependencies
+
+```
+llama_cpp_python          0.2.19
+guidance                  0.1.10
+vllm                      0.2.5
+outlines                  0.0.22
+```
+
+### 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
+
+```
+python3 bench_sglang.py --num-questions 10
+```
+
+
+### Benchmark vllm
+
+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 vllm --num-questions 10
+```
+
+
+### Benchmark guidance
+
+Run llama-7b and benchmark
+
+```
+python3 bench_other.py --backend guidance --num-questions 10 --parallel 1
+```