Lelonthecodeur/strict-verification-reasoning

Strict Verification Reasoning Dataset Description A dataset for training language models to verify facts, check sources, evaluate arguments, and avoid overthinking. Content 1,010,000 examples 5 categories: anti-overthink, comparisons, strict facts, strict sources, strict arguments English language Categories Category Description % Anti-Overthink Simple, direct answers 15% Comparisons Hallucination vs correct answer 20%… See the full description on the dataset page: https://huggingface.co/datasets/Lelonthecodeur/strict-verification-reasoning.