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Long-context language processing on Aggregate Long-Context Suite

Long-context language processing on Aggregate Long-Context Suite

34Query RangeSpherical KV

Updated 5mo ago

Evaluation results

Method	Links
Spherical KV2026.05		34	1.55	23.9

State-of-the-art paper

Spherical KV

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference

Dataset

Aggregate Long-Context Suite

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Related benchmarks

Large Language Model Inference on 8K context (test)End-to-end decode throughput on 8K Context Length End-to-end decode throughput on Context Length 32K End-to-end decode throughput on 128K Context Length Long-context Language Modeling on 32K Context

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