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Benchmarks
Expert Pruning Efficiency on MoE Models
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0.22
Calibration Time (h)
AIMER
0.1104
0.8502
1.59
2.3298
Mar 19, 2026
Calibration Time (h)
Peak Calibration Memory (GB)
Loading Memory (After) (GB)
Loading Memory (Before) (GB)
Updated 29d ago
Evaluation Results
Method
Method
Links
Calibration Time (h)
Peak Calibration Memory (GB)
Loading Memory (After) (GB)
Loading Memory (Before) (GB)
AIMER
Model=OLMoE-7B, Prunin...
2026.03
0.22
13
6.89
12.89
AIMER
Model=ERNIE-21B, Pruni...
2026.03
0.51
40.85
21.67
40.66
REAP
Model=OLMoE-7B, Prunin...
2026.03
0.75
15.51
6.89
12.89
AIMER
Model=Qwen3-30B, Pruni...
2026.03
1.27
57.01
29.93
56.92
REAP
Model=ERNIE-21B, Pruni...
2026.03
1.37
44.72
21.67
40.66
REAP
Model=Qwen3-30B, Pruni...
2026.03
2.96
63.07
29.93
56.92
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