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token compression

3 articles · 12 co-occurring · 0 contradictions · 0 briefs

DSA mechanism operates at token level to compress data in long context, directly addressing token budget constraints

Related concepts
state management 2 context window management 2 stateful conversation 1 retrieval augmented generation 1 prompt engineering 1 prompt architecture 1 multi agent orchestration 1 memory architecture 1 kv cache management 1 entropy reduction 1 context hierarchy 1 agent orchestration 1
Evidence chain (3 articles, showing 3)
@shao__meng: 1. 长上下文：标准支持 1M tokens，通过全新的 DSA 稀疏注意力机制在 token 级别压缩数据，实现长上下文下的计算与内存效率双优化 example_of

DSA mechanism operates at token level to compress data in long context, directly addressing token budget constraints

Context Engineering 2.0: The Context of Context Engineering - ArXivIQ example_of

AI-generated summaries of dialogue history compress dynamic context while preserving signal—explicit token-economy strategy.

@TheAhmadOsman: DROP EVERYTHING supports

Quantization (discussed as inference engine feature) is a form of token/weight compression affecting context density and memory footprint.

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