Transformers vs Mixture of Experts: A Detailed Comparison
Explore the differences between Transformers and MoE models regarding performance and architecture.
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Explore the differences between Transformers and MoE models regarding performance and architecture.
'Baidu launches ERNIE-4.5-VL-28B-A3B-Thinking, a compact open-source multimodal model that activates 3B parameters per token while offering strong document, chart and video reasoning capabilities.'
'Moonshot AI published Kimi K2 Thinking, a 1T-parameter Mixture of Experts thinking agent with a 256K context window and native INT4 that can perform hundreds of sequential tool calls for long-horizon tasks.'
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.