DeepSeek V3

DeepSeek V3 is a 671B parameter mixture-of-experts model that rivals top proprietary models across coding, math, and general reasoning benchmarks. It uses an efficient MoE architecture that activates only a fraction of its parameters per token, but all 671B weights must be loaded into VRAM. The model demonstrates particularly strong performance on coding and mathematical tasks, making it a compelling open-weight alternative to GPT-4 class models for users with sufficient hardware resources.