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TutorialsFebruary 23, 2026| 8 min

DeepSeek V3 & R1: MLA Architecture, DeepSeekMoE, and the Reasoning Revolution

DeepSeek isn't just 18× cheaper than GPT-4o — it's built on fundamentally different architecture. Learn how MLA eliminates the KV cache bottleneck, how DeepSeekMoE achieves 685B quality at 37B inference cost, and why R1 is the first open-source reasoning model to genuinely match OpenAI's o1.

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