ResearchBenchmarksLanguage Modeling Inference on Qwen2.5-7B (16K Context Length)Language Modeling Inference on Qwen2.5-7B (16K Context Length)Follow8.4Decode Latency (ms/token)FastMKA7.8811.3914.918.41Mar 21, 2026Evaluation resultsMethodMethodLinksDecode Latency (ms/token)Speedup vs MLAFastMKABatch size=1, Precisio...Batch size=1, Precision=bf162026.038.41.52MLABatch size=1, Precisio...Batch size=1, Precision=bf162026.0312.8—GQABatch size=1, Precisio...Batch size=1, Precision=bf162026.0318.6—MHABatch size=1, Precisio...Batch size=1, Precision=bf162026.0321.4—