ResearchBenchmarksLanguage Modeling Inference on Qwen2.5-7B (256K Context Length)Follow26.3Decode Latency (ms/token)FastMKA23.84840.39956.9573.501Mar 21, 2026Evaluation ResultsMethodMethodLinksDecode Latency (ms/token)Speedup vs MLAFastMKABatch size=1, Precisio...Batch size=1, Precision=bf162026.0326.31.86MLABatch size=1, Precisio...Batch size=1, Precision=bf162026.0348.9—GQABatch size=1, Precisio...Batch size=1, Precision=bf162026.0375.2—MHABatch size=1, Precisio...Batch size=1, Precision=bf162026.0387.6—