Entity Extraction on Human smuggling court documents (test)
77.6PrecisionFineREX
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FineREXModel=Fine-tuned 8B, Fine-tuned=true, Number of parameters=8B, n (evaluation iterations)=302026.06 | 77.6 | 76.6 | 77.08 | |
| LLaMA 3.3 70BModel=Baseline 70B, Fine-tuned=false, Number of parameters=70B, n (evaluation iterations)=302026.06 | 77.52 | 51.13 | 61.58 | |
| LLaMA 3.1 8BModel=Baseline 8B, Fine-tuned=false, Number of parameters=8B, n (evaluation iterations)=302026.06 | 66.4 | 55.15 | 60.22 |