Pretraining on 14.8T tokens of the multilingual corpus, generally English and Chinese. It contained a better ratio of math and programming compared to pretraining dataset of V2. On Jan. 20, 2025, DeepSeek released its R1 LLM in a portion of the fee that other vendors incurred in their unique deve