Domain Adaptation Utility on Specialized Domains Medical, Legal, Code, Finance, Science
62.7Composite Domain ScoreStandard LoRA
Evaluation results
| Method | Links | |
|---|---|---|
| Standard LoRABackbone=Llama-2-7B-Chat, Adaptation Stage=+Med2026.04 | 62.7 | |
| Standard LoRABackbone=Llama-2-7B-Chat, Adaptation Stage=+Legal2026.04 | 62.7 | |
| Standard LoRABackbone=Llama-2-7B-Chat, Adaptation Stage=+Code2026.04 | 62.7 | |
| SafeAnchorBackbone=Llama-2-7B-Chat, Adaptation Stage=+Med2026.04 | 61.4 | |
| SafeAnchorBackbone=Llama-2-7B-Chat, Adaptation Stage=+Legal2026.04 | 61.4 | |
| SafeAnchorBackbone=Llama-2-7B-Chat, Adaptation Stage=+Code2026.04 | 61.4 | |
| Standard LoRABackbone=Llama-2-7B-Chat, Adaptation Stage=+Finance2026.04 | 60.2 | |
| SafeAnchorBackbone=Llama-2-7B-Chat, Adaptation Stage=+Finance2026.04 | 59.8 | |
| SafeAnchorBackbone=Llama-2-7B-Chat, Adaptation Stage=+Science2026.04 | 58.9 | |
| Standard LoRABackbone=Llama-2-7B-Chat, Adaptation Stage=+Science2026.04 | 57.8 |