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DearPlanet ad39bd640c [Bugfix] Add error handling when server cannot respond any valid tokens (#5895 )		2024-11-08 04:58:37 +00:00
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cutlass_benchmarks	[Kernel] Add per-tensor and per-token AZP epilogues (#5941 )	2024-08-06 18:17:08 +00:00
kernels	[CI/Build] drop support for Python 3.8 EOL (#8464 )	2024-11-06 07:11:55 +00:00
overheads	[Core] Deprecating block manager v1 and make block manager v2 default (#8704 )	2024-10-17 11:38:15 -05:00
backend_request_func.py	[Bugfix] Add error handling when server cannot respond any valid tokens (#5895 )	2024-11-08 04:58:37 +00:00
benchmark_latency.py	[Misc] Make benchmarks use EngineArgs (#9529 )	2024-10-22 15:40:38 -07:00
benchmark_prefix_caching.py	[V1] Prefix caching (take 2) (#9972 )	2024-11-07 17:34:44 -08:00
benchmark_prioritization.py	[Misc] Make benchmarks use EngineArgs (#9529 )	2024-10-22 15:40:38 -07:00
benchmark_serving.py	[Misc] Add Gamma-Distribution Request Generation Support for Serving Benchmark. (#10105 )	2024-11-07 11:20:30 +00:00
benchmark_throughput.py	[Feature] Update benchmark_throughput.py to support image input (#9851 )	2024-11-05 19:30:02 +00:00
launch_tgi_server.sh	[CI/Build] Add shell script linting using shellcheck (#7925 )	2024-11-07 18:17:29 +00:00
README.md	[Feature] Update benchmark_throughput.py to support image input (#9851 )	2024-11-05 19:30:02 +00:00
sonnet.txt	feat(benchmarks): Add Prefix Caching Benchmark to Serving Benchmark (#3277 )	2024-03-27 13:39:26 -07:00

README.md

Benchmarking vLLM

Downloading the ShareGPT dataset

You can download the dataset by running:

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.

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/