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Long-context understanding on RULER (Delta Accuracy)

0.015Delta AccuracyRuntime-Certified Bounded-Error Quantized Attention
-0.07236-0.04968-0.027-0.00432May 20, 2026

Evaluation results

MethodLinks
Runtime-Certified Bounded-Error Quantized AttentionContext Length=64K2026.050.015
Runtime-Certified Bounded-Error Quantized AttentionContext Length=128K2026.050.004
Runtime-Certified Bounded-Error Quantized AttentionContext Length=32K2026.05-0.019
Runtime-Certified Bounded-Error Quantized AttentionContext Length=8K2026.05-0.069