System Overhead (VRAM, Communication) for Sentiment Analysis on SST-2
59.32VRAM UsageZorBA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ZorBAModel=OPT-125M2026.02 | 59.32 | 1.67 | |
| FedZOModel=OPT-125M2026.02 | 95.37 | 2.01 | |
| DeComFLModel=OPT-125M2026.02 | 95.37 | 1.54 | |
| FedITModel=OPT-125M2026.02 | 118.67 | 8.75 | |
| ZorBAModel=OPT-1.3B2026.02 | 794.49 | 1.34 | |
| FedZOModel=OPT-1.3B2026.02 | 1,189.03 | 1.35 | |
| DeComFLModel=OPT-1.3B2026.02 | 1,189.03 | 1.4 | |
| FedITModel=OPT-1.3B2026.02 | 1,431.17 | 6.24 |