ZOYKU · Open Source Intelligence · Repository archive

ai-efficiency/awesome-model-quantization

A curated collection of papers, benchmarks, surveys, and tools for model quantization, covering low-bit networks, LLMs, multimodal and generative models, vector and lattice quantization, and efficient deployment.

Regularly maintained · Pushed 12d ago#awesome #awesome-list #awesome-lists #binarization #binary-neural-networks #data-free-quantization #diffusion-models #efficient-inference

DocumentationOpen on GitHub

stars

2.5k

forks

245

issues

Daily star gain

—

days old

6-Axis Combat Radar

Combat Limits & Architectural Persona

Compare with other repos ->

Architectural Persona

Specialized Tactical Vanguard

Distinct edge and dedicated footprint in specialized territory

Combat Score

/ 100

7-Day Star Velocity

Fork/Star Adoption

9.9%

Cumulative stars

Next Milestone: 5k (2.5k stars to go)

2026-11-08: 2.5k

Daily star gain

Max: +1 / day

Maintainer Badge Studio

Embed GitHub README Live Badge

Embed dynamic SVG badges into your README to reflect real-time rankings and documentation mirrors.

Preview240 x 64 px SVG

GitHub Dark Theme

GitHub Light Theme

GitHub README <picture> (Auto Dark/Light)

<a href="https://git.zoyku.com/en/repo/ai-efficiency/awesome-model-quantization" target="_blank" rel="noopener noreferrer">
  <picture>
    <source media="(prefers-color-scheme: dark)" srcset="https://git.zoyku.com/api/badge/card/ai-efficiency/awesome-model-quantization?theme=dark&lang=en" />
    <img alt="GitHub Hot Rank - ai-efficiency/awesome-model-quantization" src="https://git.zoyku.com/api/badge/card/ai-efficiency/awesome-model-quantization?theme=light&lang=en" height="64" />
  </picture>
</a>