Molecular Science Instructions on Mol-Instructions Synthetic IID 1.0 (test)
0.819BertScoreFedDQC
Evaluation results
| Method | Links | |
|---|---|---|
| FedDQCBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=IID2024.10 | 0.819 | |
| FedAvg+NUGGETSBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=IID2024.10 | 0.815 | |
| FedAvg (oracle)Backbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=IID2024.10 | 0.812 | |
| FedAvg+IFDBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=IID2024.10 | 0.812 | |
| FedAvg+DataInfBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=IID2024.10 | 0.811 | |
| FedAvgBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=IID2024.10 | 0.809 | |
| FedAvg+PPLBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=IID2024.10 | 0.809 |