DeepSeek v3 represents a major breakthrough in AI language modeling with 671B total parameters and 37B activations per token. built on the innovative Mixture-of-Experts (MoE) architecture, DeepSeek v3 delivers state-of-the-art performance across a wide range of benchmarks while maintaining efficient inference.