Instruction Following on SuperNI In-domain
52.26ROUGE-LGLoRA
Evaluation results
| Method | Links | |
|---|---|---|
| GLoRARank Distribution=Normal, Sparse Participation=true2026.05 | 52.26 | |
| GLoRARank Distribution=Heavy-tail, Sparse Participation=true2026.05 | 50.42 | |
| HetLoRARank Distribution=Normal, Sparse Participation=true2026.05 | 50.31 | |
| GLoRARank Distribution=Uniform, Sparse Participation=true2026.05 | 49.61 | |
| HetLoRARank Distribution=Heavy-tail, Sparse Participation=true2026.05 | 49.49 | |
| FlexLoRARank Distribution=Normal, Sparse Participation=true2026.05 | 48.72 | |
| HetLoRARank Distribution=Uniform, Sparse Participation=true2026.05 | 48.59 | |
| FlexLoRARank Distribution=Heavy-tail, Sparse Participation=true2026.05 | 44.1 | |
| FlexLoRARank Distribution=Uniform, Sparse Participation=true2026.05 | 42.53 |