Text Similarity on Quora Question Pairs Classes = 2
84.9F1 ScoreqLLaMA LoRA-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| qLLaMA LoRA-7B#Params (M)=70002026.06 | 84.9 | 88.67 | |
| ANYSIMLITE#Params (M)=2.62026.06 | 82.96 | 82.77 | |
| S-CNN#Params (M)=-2026.06 | 82.02 | 83.32 | |
| Sharma et al., 2019#Params (M)=-2026.06 | 66.3 | 74.6 | |
| LLaMA-33B 5shot#Params (M)=330002026.06 | 49.39 | 63.36 |