Text Summarization on Xsum BART-base (dev)
40.61ROUGE-1Full FT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Full FTTrainable Parameters=124.65M2024.05 | 40.61 | 17.76 | 32.91 | |
| DoRATrainable Parameters=1.31M2024.05 | 39.67 | 16.73 | 31.78 | |
| AdaLoRATrainable Parameters=1.27M2024.05 | 39.14 | 16.23 | 31.34 | |
| DoRATrainable Parameters=0.34M2024.05 | 38.94 | 16.22 | 31.36 | |
| LoRATrainable Parameters=1.33M2024.05 | 38.77 | 15.63 | 30.66 | |
| AdaLoRATrainable Parameters=0.32M2024.05 | 38.32 | 15.69 | 30.74 | |
| LoRATrainable Parameters=0.33M2024.05 | 37.17 | 14.57 | 29.72 |