Distribution Alignment on Gender UK Real
0.084MAEKL-Optimized Fine-Tuning
Evaluation Results
| Method | Links | |
|---|---|---|
| KL-Optimized Fine-TuningModel=Qwen2.5-1.5B-Instruct2026.04 | 0.084 | |
| KL-Optimized Fine-TuningModel=Qwen2.5-7B-Instruct2026.04 | 0.093 | |
| KL-Optimized Fine-TuningModel=Llama-3.2-1B-Instruct2026.04 | 0.099 | |
| KL-Optimized Fine-TuningModel=Llama-3.1-8B-Instruct2026.04 | 0.114 | |
| IFTModel=Llama-3.2-1B-Instruct2026.04 | 0.119 | |
| IFTModel=Qwen2.5-1.5B-Instruct2026.04 | 0.122 | |
| PE-ExplicitModel=Qwen2.5-1.5B-Instruct2026.04 | 0.127 | |
| IFTModel=Llama-3.1-8B-Instruct2026.04 | 0.129 | |
| Zero-shotModel=Qwen2.5-7B-Instruct2026.04 | 0.132 | |
| IFTModel=Qwen2.5-7B-Instruct2026.04 | 0.144 | |
| Zero-shotModel=Llama-3.1-8B-Instruct2026.04 | 0.146 | |
| DPOModel=Llama-3.2-1B-Instruct2026.04 | 0.147 | |
| Zero-shotModel=Qwen2.5-1.5B-Instruct2026.04 | 0.176 | |
| DPOModel=Llama-3.1-8B-Instruct2026.04 | 0.178 | |
| DPOModel=Qwen2.5-7B-Instruct2026.04 | 0.193 | |
| PE-ExplicitModel=Qwen2.5-7B-Instruct2026.04 | 0.209 | |
| DPOModel=Qwen2.5-1.5B-Instruct2026.04 | 0.215 | |
| PE-ExplicitModel=Llama-3.1-8B-Instruct2026.04 | 0.22 | |
| PE-ImplicitModel=Qwen2.5-7B-Instruct2026.04 | 0.26 | |
| PE-ImplicitModel=Llama-3.1-8B-Instruct2026.04 | 0.284 | |
| Zero-shotModel=Llama-3.2-1B-Instruct2026.04 | 0.33 | |
| PE-ImplicitModel=Qwen2.5-1.5B-Instruct2026.04 | 0.355 | |
| PE-ImplicitModel=Llama-3.2-1B-Instruct2026.04 | 0.377 | |
| PE-ExplicitModel=Llama-3.2-1B-Instruct2026.04 | 0.39 |