pruna

PrunaAI/pruna

Model optimization framework for developers

GitHub Website

GraphCanon updated Sep 22, 2026 · GitHub synced Sep 22, 2026

32views this month

1.3k stars110 forksLast push Sep 21, 2026 Python Apache-2.0

Decision brief

Pruna is a Python framework focused on delivering quicker and leaner AI models for developers across Linux, MacOS, and Windows platforms.

Good fit when

- You need to optimize pre-trained models like those from Stable Diffusion for better performance.
- Your project requires customization of the optimization process through `SmashConfig`, offering flexibility with various algorithms.

Avoid when

- When the specific model you wish to optimize does not benefit from Pruna's supported optimization algorithms.
- If your project's operating system requirements are outside of Linux, MacOS, or Windows platforms as Pruna might not support all required OS features.

Observed Jul 16, 2026 · Source: enrich:decision_facts

pruna alternatives Trust report

Verify the decision

Maintenance and security

Full trust report

Maintenance: Very active (0d since push); As of Sep 22, 2026
Provenance: Not a fork · Organization account; As of Sep 22, 2026
Security (OSV): No lockfile; As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install pruna

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Pruna is designed to help developers deliver faster and more efficient AI models with ease.

Capability facts

Languages: python
Source: github.language+pyproject.toml · Sep 22, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 22, 2026)

- Python 3.9 or higher

Source link

README

<img src="./docs/assets/images/pruna cool.png" alt="Pruna Cool" width=20 </img Installation Pruna is currently available for installation on Linux, MacOS and Windows. However, some algorithms impose restrictions on the operating system and might not be available on all platforms....

For agents

This page has a .md twin and JSON over the API.

/tools/prunaai-pruna.md GET /api/graphcanon/tools/prunaai-pruna GET /api/graphcanon/graph?tool=prunaai-pruna