vllm/benchmarks/README.md
Woosuk Kwon 58047c6f04
[Benchmark] Add BurstGPT to benchmark_serving (#13063)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2025-02-10 21:25:30 -08:00

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# Benchmarking vLLM
## Downloading the ShareGPT dataset
You can download the dataset by running:
```bash
wget https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered/resolve/main/ShareGPT_V3_unfiltered_cleaned_split.json
```
## Downloading the ShareGPT4V dataset
The json file refers to several image datasets (coco, llava, etc.). The benchmark scripts
will ignore a datapoint if the referred image is missing.
```bash
wget https://huggingface.co/datasets/Lin-Chen/ShareGPT4V/resolve/main/sharegpt4v_instruct_gpt4-vision_cap100k.json
mkdir coco -p
wget http://images.cocodataset.org/zips/train2017.zip -O coco/train2017.zip
unzip coco/train2017.zip -d coco/
```
# Downloading the BurstGPT dataset
You can download the BurstGPT v1.1 dataset by running:
```bash
wget https://github.com/HPMLL/BurstGPT/releases/download/v1.1/BurstGPT_without_fails_2.csv
```