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Benchmarks
Federated Learning on Dolly-15K
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18.86
Speedup
FedHDS-Turbo
0.2856
5.1078
9.93
14.7522
Oct 14, 2024
Speedup
Time (s)
Total Training Time
Updated 4d ago
Evaluation Results
Method
Method
Links
Speedup
Time (s)
Total Training Time
FedHDS-Turbo
Backbone=DataJuicer-1.3B
2024.10
18.86
-
-
FedHDS
Backbone=DataJuicer-1.3B
2024.10
16.06
-
-
Random
Backbone=DataJuicer-1.3B
2024.10
12.89
-
-
Perplexity
Backbone=DataJuicer-1.3B
2024.10
9.42
-
-
FedHDS
Backbone=LLaMA-3B
2024.10
7.9
-
-
FedHDS-Turbo
Backbone=LLaMA-3B
2024.10
6.66
-
-
Random
Backbone=LLaMA-3B
2024.10
4.54
-
-
Perplexity
Backbone=LLaMA-3B
2024.10
4.18
-
-
FedIT
Backbone=DataJuicer-1.3B
2024.10
1
-
-
FedIT
Backbone=LLaMA-3B
2024.10
1
-
-
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