VectraYX-Nano is a 42M-parameter Spanish cybersecurity LLM trained with curriculum learning and native MCP tool use, achieving 0.78 conversational gate and improved tool selection with denser data.
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Synchrotron self-absorption alters radiation-mediated shock profiles for magnetizations above 10^{-8}, subshocks appear above 0.1, and hadronic processes add a high-energy photon tail with negligible effect on overall shock dynamics.
citing papers explorer
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VectraYX-Nano: A 42M-Parameter Spanish Cybersecurity Language Model with Curriculum Learning and Native Tool Use
VectraYX-Nano is a 42M-parameter Spanish cybersecurity LLM trained with curriculum learning and native MCP tool use, achieving 0.78 conversational gate and improved tool selection with denser data.
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Magnetized Shocks Mediated by Radiation from Leptonic and Hadronic Processes
Synchrotron self-absorption alters radiation-mediated shock profiles for magnetizations above 10^{-8}, subshocks appear above 0.1, and hadronic processes add a high-energy photon tail with negligible effect on overall shock dynamics.