#Multi-head Latent Attention

DeepSeek-V3 introduces hardware-aware AI design innovations that dramatically improve efficiency and reduce resource requirements, enabling smaller teams to compete with tech giants.

DeepSeek-V3 introduces innovative architecture and hardware co-design strategies that drastically improve efficiency and scalability in large language models, making high-performance AI more accessible.