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DeepSeek(@deepseek_ai)

Structural Innovation & Ultra-High Context Efficiency 🔹 Novel Attention: Token-wise compression + ...

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Structural Innovation & Ultra-High Context Efficiency

🔹 Novel Attention: Token-wise compression + ...
AI 深度提炼

🔹 Novel Attention: Token-wise compression + DSA (DeepSeek Sparse Attention). 🔹 Peak Efficiency: World-leading long context with drastically reduced compute & memory costs. 🔹 1M Standard: 1M context is now the default https://t.co/7EqOQYfWBH" / X

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DeepSeek

@deepseek_ai

Structural Innovation & Ultra-High Context Efficiency!Image 1: 🔹Novel Attention: Token-wise compression + DSA (DeepSeek Sparse Attention). !Image 2: 🔹Peak Efficiency: World-leading long context with drastically reduced compute & memory costs. !Image 3: 🔹1M Standard: 1M context is now the default across all official DeepSeek services. 4/n

![Image 4: Image](https://x.com/deepseek_ai/status/2047516936289017964/photo/1)

3:24 AM · Apr 24, 2026

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