Federated Learning on Dolly-15K
18.86SpeedupFedHDS-Turbo
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedHDS-TurboBackbone=DataJuicer-1.3B2024.10 | 18.86 | — | — | |
| FedHDSBackbone=DataJuicer-1.3B2024.10 | 16.06 | — | — | |
| RandomBackbone=DataJuicer-1.3B2024.10 | 12.89 | — | — | |
| PerplexityBackbone=DataJuicer-1.3B2024.10 | 9.42 | — | — | |
| FedHDSBackbone=LLaMA-3B2024.10 | 7.9 | — | — | |
| FedHDS-TurboBackbone=LLaMA-3B2024.10 | 6.66 | — | — | |
| RandomBackbone=LLaMA-3B2024.10 | 4.54 | — | — | |
| PerplexityBackbone=LLaMA-3B2024.10 | 4.18 | — | — | |
| FedITBackbone=DataJuicer-1.3B2024.10 | 1 | — | — | |
| FedITBackbone=LLaMA-3B2024.10 | 1 | — | — |