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alewkowycz Profile picture
alewkowycz
@alewkowycz
Member of Technical Staff at @inflectionAI. Former Research Scientist @Google. In a previous life, I did String Theory. Language models and Conversational AI.
Jun 30, 2022 • 6 tweets • 5 min read
Very excited to present Minerva🦉: a language model capable of solving mathematical questions using step-by-step natural language reasoning.
Combining scale, data and others dramatically improves performance on the STEM benchmarks MATH and MMLU-STEM. goo.gle/3yGpTN7 Image Starting from PaLM🌴, Minerva was trained on a large dataset made of webpages with mathematical content and scientific papers. At inference time, we used chain-of-thought/scratchpad and majority voting to boost performance without the assistance of external tools. Image