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Benchmarks
Natural Language Inference on MNLI (test) (Communication Overhead)
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78
Total Transmitted Messages (KB)
FedTT+
20.2
410.35
800.5
1,190.65
Oct 16, 2024
Total Transmitted Messages (KB)
Communication Overhead Multiplier
Updated 1mo ago
Evaluation Results
Method
Method
Links
Total Transmitted Messages (KB)
Communication Overhead Multiplier
FedTT+
2024.10
78
0.12
FedTT
2024.10
234
0.37
BitFit
2024.10
390
0.62
ReLoRA
2024.10
624
1
LoRA
2024.10
1,172
1.88
Prompt
2024.10
1,523
2.44
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