Look ahead to multimodal help and other reducing-edge features within the DeepSeek ecosystem. Understanding and minimising outlier features in transformer training. DeepSeek-V3 assigns extra coaching tokens to study Chinese knowledge, resulting in distinctive efficiency on the C-SimpleQA. Training verifiers to resolve math phrase issues. Code and Math Benchmarks. In long-context understanding benchmarks comparable to DROP, LongBench v2, and FRAMES, DeepSeek-V3 continues to show its place as a h...