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Benchmarks
Federated Learning on Natural Instructions (NI)
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48.8
Speedup
FedHDS-Turbo
-0.912
11.994
24.9
37.806
Oct 14, 2024
Speedup
Computation Time (s)
Total Training Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Speedup
Computation Time (s)
Total Training Time (s)
FedHDS-Turbo
Backbone=DataJuicer-1.3B
2024.10
48.8
-
-
FedHDS-Turbo
Backbone=LLaMA-3B
2024.10
40.4
-
-
Random
Backbone=DataJuicer-1.3B
2024.10
37.2
-
-
Random
Backbone=LLaMA-3B
2024.10
23
-
-
FedHDS
Backbone=LLaMA-3B
2024.10
19.9
-
-
FedHDS
Backbone=DataJuicer-1.3B
2024.10
17.8
-
-
Perplexity
Backbone=DataJuicer-1.3B
2024.10
10.5
-
-
Perplexity
Backbone=LLaMA-3B
2024.10
9.51
-
-
FedIT
Backbone=DataJuicer-1.3B
2024.10
1
-
-
FedIT
Backbone=LLaMA-3B
2024.10
1
-
-
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