Upload README.md with huggingface_hub

README.md

@@ -1,13 +1,31 @@
 ---
 title: Quant Playground
-emoji: ⚡
-colorFrom: pink
-colorTo: yellow
+emoji: 🎯
+colorFrom: blue
+colorTo: green
 sdk: gradio
-sdk_version: 6.19.0
-python_version: '3.13'
+sdk_version: "4.44.0"
 app_file: app.py
 pinned: false
+license: apache-2.0
+tags:
+  - quantization
+  - comparison
+  - mobile
+  - benchmark
+  - gguf
+  - dispatchai
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# 🎯 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.