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Shivacon-Energy: The 0.5B Energy LLM That Refuses to Hallucinate

TL;DR: Shivacon-Energy is a LoRA fine-tune of Qwen2.5-0.5B-Instruct for energy-domain Q&A (solar, wind, storage, grids) that passed a brutal 4-gate sellability harness: 9/10 domain tasks, 5/5 unknown-honesty, 5/5 refusal, 5/5 JSON formatting, 0/10 hallucinations. It was the only survivor of 9 domai…

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  1. 2026-10-12 22:10 · DEV Community — Machine Learning
    Shivacon-Energy: The 0.5B Energy LLM That Refuses to Hallucinate

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