Train and Deploy Custom Models on Modal Using Devin: A Starter Template

DevinAI · x · 2026-10-21

dabit3 shares a starter template for using Devin to train and deploy a custom single-task model on Modal. The structured prompt specifies the task (e.g., converting support emails into JSON tickets), the data source (repo path, HF dataset, or CSV with 1,000+ labeled pairs), and automatic answer-checking criteria, then has Devin train and benchmark the model against a frontier model. He notes it's easier than you'd expect.

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