Text Generation on Fed-Scope (Others)
31.01AlastFedMosaic
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedMosaicModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 31.01 | 32.5 | |
| FedMKTModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 29.55 | 30.57 | |
| TAKFLModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 28.53 | 28.27 | |
| FedDPAModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 26.72 | 27.69 | |
| FedDATModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 26.72 | 27.69 | |
| FedITModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 25.86 | 27.94 | |
| SFTModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 25.83 | 27.3 | |
| FedSimModel Heterogeneity=3x Llama-3.2-3B, 2x Llama-3.1-8B2025.05 | 15.57 | 18.59 |