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Benchmarks
Sentiment Analysis on SST-2 (Latency and Speedup)
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1.05
Latency (hours)
ZO-MOPI
0.9072
1.8711
2.835
3.7989
May 9, 2026
Latency (hours)
Latency
Speedup
Latency Reduction
Updated 22d ago
Evaluation Results
Method
Method
Links
Latency (hours)
Latency
Speedup
Latency Reduction
ZO-MOPI
Model=LLaMA3-8B
2026.05
1.05
-
-
-
ZO-MOPI
Model=OPT-13B
2026.05
1.13
-
-
-
ZO-Muon
Model=LLaMA3-8B
2026.05
1.64
-
-
-
ZO-Muon
Model=OPT-13B
2026.05
1.74
-
-
-
LOZO
Model=LLaMA3-8B
2026.05
2.72
-
-
-
MeZO
Model=OPT-13B
2026.05
3.57
-
-
-
MeZO
Model=LLaMA3-8B
2026.05
3.57
-
-
-
LOZO
Model=OPT-13B
2026.05
4.62
-
-
-
ME-SDPA
2026.04
-
1.308
-
-
ELSA
2026.04
-
0.664
1.97
49.3
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