Player-Aware Intelligent Monitoring and Operations Navigator - a decoupled toolkit for video understanding, VLM inference, and LLM-as-Judge evaluation.
Project description
Ahu's Paimon Toolkit
This is a toolkit for SiriusAhu's FYP, PAIMON (Player-Aware Intelligent Monitoring and Operations Navigator).
vLLM Benchmark
This toolkit provides a series of benchmark functions for vLLM server.
Note: The vLLM benchmark needs the download of QWEN3-VL-2B-Instruct model, which could be automatically downloaded by running benchmark functions.
To speed up the download process, China users can set environment variable HF_ENDPOINT to https://hf-mirror.com before running benchmark functions.
export HF_ENDPOINT=https://hf-mirror.com
Usage
python -m ahu_paimon_toolkit.benchmark_vllm
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