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RESEARCH27

VectraYX-Nano: A 42M-Parameter Spanish Cybersecurity Language Model with Curriculum Learning and Native Tool Use

arXiv CS.CLΒ·May 15, 2026

VectraYX-Nano is a 42M-parameter Spanish language model specifically developed for cybersecurity with a Latin-American focus and native tool invocation. This research details its training from scratch, including a custom 170M-token Spanish corpus, a specific Transformer architecture, and a curriculum learning approach with replay.

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