Join Modal Developer Advocate Charles Frye for an in-depth discussion of a production application running on Modal: QArt Codes, a QR code generator that uses diffusion models to make link-sharing beautiful. We'll look at issues that come up when productionizing models in general -- iteration, evaluation, and GPU acceleration -- and when running production-grade applications on Modal -- repository structure, job handling, and CI/CD.

Try the tool out here: https://qart.charlesfrye.com

Or preview the code here: https://github.com/charlesfrye/qart-codes

Productionizing Diffusion Models on Modal: QArt Code Deep Dive