A 30M-parameter Transformer trained on digit-operation rules and paired with a verification loop reports 100% accuracy on high-digit arithmetic and vector cross products.
Benchmarking large language models’ performances for myopia care: a comparative analysis of chatgpt-3.5, chatgpt-4.0, and google bard,
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MetaRuleGPT: Recursive Numerical Reasoning of Language Models Trained with Simple Rules
A 30M-parameter Transformer trained on digit-operation rules and paired with a verification loop reports 100% accuracy on high-digit arithmetic and vector cross products.