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Decoding latency on Synthetic Context Sequences (test)

0.019Latency (16k Context)Full Cache
0.002440.114220.2260.33778May 26, 2025

Evaluation results

MethodLinks
Full CacheModel=Yi-6B-200K, Hardware=A100 (80G)2025.050.0190.0210.0290.0360.044
Full CacheModel=Llama-3.1-8B-Instruct, Hardware=A100 (80G)2025.050.0240.0330.050.0620.082
Full CacheModel=Yi-9B-200K, Hardware=A100 (80G)2025.050.0290.0320.0430.0550.07
TailorKVModel=Llama-2-7B-32K-Instruct, Hardware=A100 (80G)2025.050.0410.0620.0980.1320.17
TailorKVModel=Yi-6B-200K, Hardware=A100 (80G)2025.050.0410.0420.0460.0490.056
TailorKVModel=Llama-3.1-8B-Instruct, Hardware=A100 (80G)2025.050.0450.0470.0540.0540.056
Full CacheModel=Llama-2-7B-32K-Instruct, Hardware=A100 (80G)2025.050.0450.0770.14——
OffloadCacheModel=Yi-6B-200K, Hardware=A100 (80G)2025.050.0660.1180.2210.3250.43
TailorKVModel=Yi-9B-200K, Hardware=A100 (80G)2025.050.0660.0670.0720.0760.079
PQCacheModel=Yi-6B-200K, Hardware=A100 (80G)2025.050.0850.0870.090.0920.094
OffloadCacheModel=Yi-9B-200K, Hardware=A100 (80G)2025.050.1020.2050.4170.6260.843
PQCacheModel=Llama-3.1-8B-Instruct, Hardware=A100 (80G)2025.050.1040.1050.1080.1080.11
PQCacheModel=Llama-2-7B-32K-Instruct, Hardware=A100 (80G)2025.050.1080.1110.1120.1150.12
OffloadCacheModel=Llama-3.1-8B-Instruct, Hardware=A100 (80G)2025.050.1240.2270.4350.7430.992
PQCacheModel=Yi-9B-200K, Hardware=A100 (80G)2025.050.130.1380.1390.1440.15
OffloadCacheModel=Llama-2-7B-32K-Instruct, Hardware=A100 (80G)2025.050.4330.8381.7673.2534.468