Algebraic Question Answering on AQUA-RAT Synthetic NIID 1.0 (test)
28AccuracyFedDQC
Evaluation results
| Method | Links | |
|---|---|---|
| FedDQCBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=NIID2024.10 | 28 | |
| FedAvg+IFDBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=NIID2024.10 | 27.5 | |
| FedAvg (oracle)Backbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=NIID2024.10 | 25.2 | |
| FedAvg+DataInfBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=NIID2024.10 | 23.2 | |
| FedAvg+NUGGETSBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=NIID2024.10 | 23.2 | |
| FedAvg+PPLBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=NIID2024.10 | 21.7 | |
| FedAvgBackbone=LLama2-7b, Fine-tuning=LoRA, Data Distribution=NIID2024.10 | 20.5 |