spanish

Presents VectraYX-Nano, a 42M-parameter decoder-only language model trained from scratch in Spanish for cybersecurity, featuring curriculum learning, native tool invocation via MCP, and a 170M-token corpus. Empirical findings reveal a loss-versus-register inversion and corpus-density artifacts for tool-use capability.