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NOSA

Benchmarks

Task NameDataset NameSOTA ResultTrend
LLM Decoding ThroughputNOSA-8B 32K context length
Throughput (tok/s)2,312.1
24
LLM Decoding ThroughputNOSA-8B 64K context length
Throughput (tok/s)1,996.3
21
Prefill throughputNOSA-8B
Prefill Throughput (tok/s)20,438.9
20
LLM Decoding ThroughputNOSA-8B 96K context length
Throughput (tok/s)1,694.1
19
LLM Decoding ThroughputNOSA-8B 128K context length
Throughput (tok/s)1,463.3
16
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