🔧 Building SketchRun: GPU-Accelerated Sketch-to-Code with Fine-tuned Gemma on Cloud Run

Note: This article was written for the Google Cloud Run GPU Hackathon 2025 #CloudRunHackathon








TL;DR


I built SketchRun, a platform that transforms hand-drawn UI sketches into production-ready Next.js code in 3-7 seconds using:



Fine-tuned Gemma 2-9B-IT on 500K+ design-to-code examples

NVIDIA L4 GPUs on Cloud Run for 3-5x faster...