AI BriefingPickclef-flash: A 9B lightweight model that extracts structured JSON from image inputs
Cloudflare/clef-flash
About the project
This is a multimodal model that takes images and text as input to generate JSON data in a specified format. It is based on Qwen3.5-9B and has been post-trained by Cloudflare to specialize in classification and structuring tasks.
Unlike typical conversational models, it supports an 'image-text-to-typed-output' pipeline. It analyzes objects or text information within images and immediately returns structured results tailored to the developer's desired schema.
As a lightweight model with approximately 9.4 billion parameters, it is licensed under Apache 2.0, allowing for commercial use. It is suitable for pipelines that require extracting data in a consistent format without complex prompt engineering.
Cloudflare/clef-flash
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