Following our previous work (DeepSeek-AI, 2024b, c), we undertake perplexity-primarily based evaluation for datasets including HellaSwag, PIQA, WinoGrande, RACE-Middle, RACE-High, MMLU, MMLU-Redux, MMLU-Pro, MMMLU, ARC-Easy, ARC-Challenge, C-Eval, CMMLU, C3, and CCPM, and adopt generation-based analysis for TriviaQA, NaturalQuestions, DROP, MATH, GSM8K, MGSM, HumanEval, MBPP, LiveCodeBench-Base, CRUXEval, BBH, AGIEval, CLUEWSC, CMRC, and CMath. DeepSeek was founded in December 2023 by Liang Wenfeng, and released its first AI giant language mannequin the next year. Data analysis: Use DeepSeek AI to investigate and summarize large datasets. Microscaling information formats for deep learning. The mannequin is deployed in an AWS safe atmosphere and beneath your virtual private cloud (VPC) controls, serving to to assist data security. Startups usually function with tight budgets, and DeepSeek’s low-price model ensures access to superior AI for duties like content creation, automation, and buyer assist with out breaking the bank. Microsoft has made an fascinating move in being quick to help the DeepSeek R1 reasoning model on its Azure cloud computing platform and GitHub software for developers, not lengthy after setting its sights legally on the China-based mostly company.