vllm-top 0.1.0

A monitoring tool for vLLM metrics.

vllm-top

vllm-top is a Python package designed for monitoring and displaying metrics from the vLLM (Variable-length Language Model) service. It provides a comprehensive dashboard that visualizes the current state and historical performance of the service, making it easier to track its behavior and performance over time.

Features

• Fetches and parses metrics from the vLLM service.
• Displays real-time metrics in a terminal dashboard.
• Supports background monitoring at a configurable frequency.
• Visualizes historical data with bar charts and sparklines.
• Provides cumulative statistics for prompt and generation tokens.

Installation

To install the package, you can use pip:

pip install vllm-top

Usage

To run the monitoring functionality, you can execute the following command:

python -m vllm_top.main --monitor [INTERVAL]

Replace [INTERVAL] with the desired refresh interval in seconds (default is 2 seconds).

For a one-time snapshot of the metrics, run:

python -m vllm_top.main

Contributing

Contributions are welcome! Please feel free to submit a pull request or open an issue for any enhancements or bug fixes.

License

This project is licensed under the MIT License. See the LICENSE file for more details.

Changelog

For a detailed list of changes and updates, please refer to the CHANGELOG.md file.