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jsantillana/vectrayx-vision-1b-checks
vectrayx-vision-1b-checks is a image-text-to-text model from jsantillana. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product.
This repository contains the model described in the paper VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use.
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Updated Sep 22, 2026
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From the Hugging Face model README
This repository contains the model described in the paper VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use.
VectraYX-Vision-1B is a sub-2B vision-language model specialized for Spanish/LATAM cybersecurity imagery. It couples a frozen SigLIP-so400m encoder to a 1.04B Spanish/LATAM security decoder via an MLP, and is designed to answer in Spanish, emit structured reasoning via native <|think|> tokens, and invoke tools via the Model Context Protocol (<|tool_call|>).