Instruction Following on SuperNI Unseen
37.97ROUGE-LGLoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| GLoRARank Distribution=Normal, Sparse Participation=true2026.05 | 37.97 | |
| HetLoRARank Distribution=Normal, Sparse Participation=true2026.05 | 35.95 | |
| FlexLoRARank Distribution=Normal, Sparse Participation=true2026.05 | 35.12 | |
| GLoRARank Distribution=Uniform, Sparse Participation=true2026.05 | 34.95 | |
| GLoRARank Distribution=Heavy-tail, Sparse Participation=true2026.05 | 34.5 | |
| HetLoRARank Distribution=Heavy-tail, Sparse Participation=true2026.05 | 33.88 | |
| HetLoRARank Distribution=Uniform, Sparse Participation=true2026.05 | 33.04 | |
| FlexLoRARank Distribution=Heavy-tail, Sparse Participation=true2026.05 | 31.11 | |
| FlexLoRARank Distribution=Uniform, Sparse Participation=true2026.05 | 29.21 |