Catalog PyPI
Back to packageRELEASE DETAILS

1.0.0

PyPI

ahu-paimon-toolkit

Player-Aware Intelligent Monitoring and Operations Navigator - a decoupled toolkit for video understanding, VLM inference, and LLM-as-Judge evaluation.

Published20 Mar 2026
Direct dependencies12
Transitive dependenciesNot calculated

README

Version 1.0.0 documentation

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

License

Please refer to the LICENSE file for details.

Downloads & popularity

Awaiting observations

No metric observations yet

Download counts and popularity will appear here as the collector receives them.

Declared dependencies 12

Native requirements
12 direct targetsNot calculated transitive count
Package / targetRequirementRelationship
httpx
Environment
{
  "extras": "",
  "marker": null,
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
httpx>=0.28.1runtime
loguru
Environment
{
  "extras": "",
  "marker": null,
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
loguru>=0.7.3runtime
matplotlib
Environment
{
  "extras": "",
  "marker": null,
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
matplotlib>=3.10.0runtime
mss
Environment
{
  "extras": "",
  "marker": null,
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
mss>=10.1.0runtime
numpy
Environment
{
  "extras": "",
  "marker": null,
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
numpy>=2.4.2runtime
openai
Environment
{
  "extras": "",
  "marker": null,
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
openai>=1.0.0runtime
opencv-python-headless
Environment
{
  "extras": "",
  "marker": null,
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
opencv-python-headless>=4.13.0.92runtime
pydantic
Environment
{
  "extras": "",
  "marker": null,
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
pydantic>=2.12.5runtime
seaborn
Environment
{
  "extras": "",
  "marker": null,
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
seaborn>=0.13.0runtime
pytest-asyncio
Environment
{
  "extras": "",
  "marker": "extra == \"dev\"",
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
pytest-asyncio>=1.3.0; extra == "dev"runtime
pytest
Environment
{
  "extras": "",
  "marker": "extra == \"dev\"",
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
pytest>=9.0.2; extra == "dev"runtime
pywin32
Environment
{
  "extras": "",
  "marker": "extra == \"windows\"",
  "requires_python": ">=3.12",
  "evaluation": "NOT_EVALUATED"
}
pywin32>=311; extra == "windows"runtime

Distribution files

2 collected
ahu_paimon_toolkit-1.0.0-py3-none-any.whl

bdist_wheel · 287.35 KB · Python py3

Source file
ahu_paimon_toolkit-1.0.0.tar.gz

sdist · 337.12 KB · Python source

Source file

Metadata history

Meaningful changes
Current collected state Current

Observed since 21 Oct, 09:44 UTC

No superseded metadata states collected. Unchanged observations do not create new revisions.

Record identity

package_version:b71dfc5f3cd4988e731a92f595f5bb5d83afbe9b3a8ac0e56dc50cd062c56980

Other collected versions

View all collected versions →