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DeepSeek-V3 Unveiled: How Hardware-Aware AI Design Slashes Costs and Boosts Performance

DeepSeek-V3 represents a breakthrough in cost-effective AI development. It demonstrates how smart hardware-software co-design can deliver state-of-the-art performance without excessive costs. By training on just 2,048 NVIDIA H800 GPUs, this model achieves remarkable results through innovative approaches like Multi-head Latent Attention for memory efficiency, Mixture of Experts architecture for optimized computation, and FP8 mixed-precision training […]
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