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Needle Retrieval on 4-digit-magic-number needle retrieval 4k window

100Accuracyfp16
91.36893.60995.8598.091May 26, 2026

Evaluation results

MethodLinks
fp16bits=16.00, evaluation protocol=single-window2026.05100
hqmq_s192_r4bits=4.04, evaluation protocol=single-window2026.05100
naive int4bits=4.00, evaluation protocol=single-window2026.05100
hqmq_s48_r4bits=3.54, evaluation protocol=single-window2026.05100
hqmq_s24_r3bits=3.04, evaluation protocol=single-window2026.05100
naive int3bits=3.00, evaluation protocol=single-window2026.0591.7