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ByteDance researchers identify cause of inconsistent long-context retrieval in DeepSeek models

Researchers from ByteDance’s Seed team have identified a mechanism behind inconsistent long-context retrieval in DeepSeek models. Their study found that chunked KV-cache compression makes retrieval accuracy sensitive to where information falls within a compression window, producing differences of up to 40 percentage points across positions. The technique reduces memory and attention costs by compressing groups […]

By TechNode

1 min read
ByteDance researchers identify cause of inconsistent long-context retrieval in DeepSeek models
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