Text Generation on Fed-Scope (Self)
30.58AlastFedMosaic
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedMosaicModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 30.58 | 32.68 | |
| TAKFLModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 26.18 | 27.84 | |
| SFTModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 25.21 | 29.35 | |
| FedITModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 25.06 | 28.89 | |
| FedDPAModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 24.93 | 27.51 | |
| FedDATModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 24.93 | 27.51 | |
| FedMKTModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 24.92 | 27.51 | |
| FedSimModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 21.13 | 24.03 |