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DeepSeek-V4

DeepSeek-V4 Preview ships two MIT-licensed MoE variants with native 1M context: V4-Pro at 1.6T params and V4-Flash at 284B, both built for agents.

DeepSeek V3-0324

DeepSeek V3-0324, launched on March 24, 2025, is a 671 billion-parameter AI model from DeepSeek, notable for its Mixture-of-Experts architecture that activates only 37 billion parameters per token, enhancing efficiency. Competing with models like GPT-4o and Claude 3.5 Sonnet, it excels in reasoning, code generation, and multilingual tasks. Despite its size, it can run on high-end consumer PCs using optimizations like 4-bit quantization, requiring components like NVIDIA RTX 4090 GPUs, 64-128 GB RAM, and fast NVMe SSDs. Although running this model on consumer hardware involves trade-offs in speed and complexity, it remains accessible thanks to its open-source MIT license, offering a democratizing force in AI development. Future updates may enhance efficiency for consumer setups, leveraging community insights and potential model refinements.