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Benchmarks
Inference Efficiency on MolmoE-1B-7B (test)
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12.65
Avg k
Top-p
5.1412
7.0906
9.04
10.9894
Jun 24, 2026
Avg k
Inference FLOPs (GFLOPs/token)
Throughput (tokens/s)
Latency (s)
Updated 29d ago
Evaluation Results
Method
Method
Links
Avg k
Inference FLOPs (GFLOPs/token)
Throughput (tokens/s)
Latency (s)
Top-p
Param (B)=7.05, Memory...
2026.06
12.65
98.44
1,643
0.178
MolmoE-1B-7B
Param (B)=7.05, Memory...
2026.06
8
80.65
1,709
0.169
MoE++
Param (B)=7.05, Memory...
2026.06
7.03
75.45
1,741
0.165
DYNMoE
Param (B)=7.05, Memory...
2026.06
6.19
72.58
1,757
0.162
AdaMoE
Param (B)=7.05, Memory...
2026.06
6.13
71.22
1,786
0.161
GeMoE
Param (B)=7.05, Memory...
2026.06
5.43
68.45
1,828
0.152
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