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Benchmarks
LLM Decoding Throughput on MiniCPM 128K context length 4.1-8B
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1,000.1
Decoding Throughput (tok/s)
SparDA
13.868
269.909
525.95
781.991
Jun 3, 2026
Decoding Throughput (tok/s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Decoding Throughput (tok/s)
SparDA
Batch size=64, Offload...
2026.06
1,000.1
SparDA
Batch size=32, Offload...
2026.06
899.2
Sparse
Batch size=64, Offload...
2026.06
788.9
SparDA
Batch size=16, Offload...
2026.06
705.3
Sparse
Batch size=32, Offload...
2026.06
618.6
SparDA
Batch size=8, Offloadi...
2026.06
471.2
Sparse
Batch size=16, Offload...
2026.06
447.9
Sparse
Batch size=8, Offloadi...
2026.06
279.5
SparDA
Batch size=4, Offloadi...
2026.06
240.2
Sparse
Batch size=4, Offloadi...
2026.06
189.5
Sparse
Batch size=4, Offloadi...
2026.06
167.8
InfiniGen
Batch size=32, Offload...
2026.06
117.5
Dense
Batch size=4, Offloadi...
2026.06
108.6
InfiniGen
Batch size=16, Offload...
2026.06
85.6
InfiniGen
Batch size=8, Offloadi...
2026.06
66.5
InfiniGen
Batch size=4, Offloadi...
2026.06
51.8
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