Minerva: Google’s Language Model for Quantitative Reasoning Problems
Google Research’s Minerva project has made remarkable progress in solving quantitative reasoning problems using language models. This project has showcased significant performance improvements in mathematical and scientific tasks. Minerva parses and processes questions that include mathematical notation and generates step-by-step solutions involving numerical calculations and symbolic manipulation. The best part is, it doesn’t require any external tools like calculators to solve the problems.
Minerva uses various techniques such as few-shot prompting, chain of thought prompting, and majority voting to achieve state-of-the-art performance on a variety of STEM reasoning tasks. It has become an indispensable tool for exploring complex quantitative problems through its advanced prompting and evaluation methods. Minerva’s potential in scientific research and educational applications is enormous.
With Minerva’s help, users can now solve complex mathematical problems with ease and speed. It offers a new way of approaching quantitative problems, making it a great tool for students, educators, and researchers alike. Whether you are looking to solve a complex math equation or conduct scientific research, Minerva has got you covered.
