Unverified50% confidenceBenchmarkExact time
When the compression rate is further increased to more than 100 times, DCKV's accuracy loss stays within 3.6 percentage points.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/28/2026
First Seen
Valid until: 1/26/2027
Sources
Related Entities
Related Claims
UnverifiedDistilBERT将参数量压缩至6600万(原版1.1亿),推理速度提升60%,精度损失不足3%69% similarUnverifiedWhen the context was set to 180K, compression should only be triggered at 80%–90% capacity, but in practice abnormal compression triggered at 20%–30%, causing reasoning results to be lost and creating a dead loop.67% similarUnverifiedCommon speedups from speculative decoding range between 1.5x and 3x, and DeepSeek's reported 30% reduction in verification volume and 4% to 7% throughput gain are relatively conservative engineering returns.67% similar
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