This Ai Paper By Scale Ai Introduces Gsm1k For Measuring Reasoning Accuracy In Large Language Models Llms

Machine learning has revolutionized various domains and is continuously pushing the boundaries of what is possible in artificial intelligence. However, one of the major challenges facing machine learning is the lack of interpretability in models, particularly in sensitive areas such as healthcare and finance. To address this issue, researchers have introduced a new benchmark, GSM1k, to measure overfitting and reasoning capabilities in large language models.