Pretraining on 14.8T tokens of the multilingual corpus, primarily English and Chinese. It contained a greater ratio of math and programming compared to the pretraining dataset of V2. DeepSeek also takes advantage of less memory than its rivals, eventually cutting down the expense to carry out duties for end users. https://gwendolyns517vzc7.wikiexpression.com/user