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Benchmarks
LLM Decoding Throughput on NOSA-8B 128K context length
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1,463.3
Throughput (tok/s)
SparDA
22.068
396.234
770.4
1,144.566
Jun 3, 2026
Throughput (tok/s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Throughput (tok/s)
SparDA
Batch size=64, Offload...
2026.06
1,463.3
Sparse
Batch size=64, Offload...
2026.06
1,298.3
SparDA
Batch size=32, Offload...
2026.06
1,127
Sparse
Batch size=32, Offload...
2026.06
898.7
SparDA
Batch size=16, Offload...
2026.06
735
Sparse
Batch size=16, Offload...
2026.06
529.2
SparDA
Batch size=8, Offloadi...
2026.06
399.3
Sparse
Batch size=8, Offloadi...
2026.06
285.4
SparDA
Batch size=4, Offloadi...
2026.06
219
Sparse
Batch size=4, Offloadi...
2026.06
179.3
Sparse
Batch size=4, Offloadi...
2026.06
173.2
InfiniGen
Batch size=32, Offload...
2026.06
166.9
InfiniGen
Batch size=16, Offload...
2026.06
131.7
Dense
Batch size=4, Offloadi...
2026.06
108.4
InfiniGen
Batch size=8, Offloadi...
2026.06
105.2
InfiniGen
Batch size=4, Offloadi...
2026.06
77.5
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