How to Fine-Tune SmolVLM2 - Convert Documents into JSON

Learn to transform paper documents like invoices and shipping manifests into structured JSON format using a fine-tuned SmolVLM2 vision model in this 22-minute tutorial. Discover the fundamentals of SmolVLM2 and multimodal models before diving into practical implementation. Create and configure a new project, then master dataset preparation techniques including upload, organization, and labeling processes. Train your SmolVLM model using cloud-based resources and deploy a complete document processing application. Test your application's ability to read invoices and extract text data into JSON format, then optimize performance through pre-classification techniques. Access hands-on resources including a ready-to-use dataset and comprehensive blog article to reinforce your learning and apply these document digitization skills to your own projects.