---
title: Quant Playground
emoji: 🎯
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: "4.44.0"
app_file: app.py
pinned: false
license: apache-2.0
tags:
  - quantization
  - comparison
  - mobile
  - benchmark
  - gguf
  - dispatchai
---

# 🎯 dispatchAI Quantization Playground

Compare GGUF quantization levels side-by-side. See exactly how much size, speed, and quality you trade off at each quant level.

## Features

- **Side-by-side comparison**: Size, speed, quality, and RAM for every quant level
- **Sample output comparison**: See actual text quality differences between quants
- **Phone RAM recommender**: Input your phone's RAM, get the best model+quant combo
- **Real hardware data**: All benchmarks from Snapdragon 865 (Samsung S20 FE)

🚀 [dispatchAI](https://huggingface.co/dispatchAI) — Small. Mobile. Free. UAE-built.