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LLM Generation research benchmarks · SOTA2 Research

LLM Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RTX 3090 24GB (inference)

Layer-Condensed KV Cache

1,150Max Batch Size

24

Feb 26, 2026

Protocol 2 (SIGMA)

22.1Latency (LAN)

12

Feb 26, 2026

A100 80GB (inference)

Layer-Condensed KV Cache

128Maximum Batch Size

6

Feb 26, 2026

50.4Latency (s)

6

Feb 26, 2026

116.95Tokens/s

3

Feb 26, 2026

Popular datasets

Llama Synthetic RTX 3090 A100 SpecBench

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