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Hybrid Mamba-Transformer Inference research benchmarks · SOTA2 Research

Hybrid Mamba-Transformer Inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ShareGPT (trace replay)

fixed_dual_mr05

2.33OOM Rate

5

May 22, 2026

agentic_burst workload

avmp_dynamic_b128

46.91Goodput (req/s)

2

May 22, 2026

mixed_long workload

avmp_dynamic_b128

65.07Goodput (req/s)

2

May 22, 2026

workload uniform_short

avmp_dynamic_b128

434.24Goodput (req/s)

2

May 22, 2026

Popular datasets

ShareGPT Workload agentic_burst mixed_long

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