List your company

Distribution Alignment on Gender UK Even

0.046MAEKL-Optimized Fine-Tuning
0.027840.150420.2730.39558Apr 7, 2026

Evaluation results

MethodLinks
KL-Optimized Fine-TuningModel=Qwen2.5-7B-Instruct2026.040.046
KL-Optimized Fine-TuningModel=Qwen2.5-1.5B-Instruct2026.040.048
IFTModel=Llama-3.1-8B-Instruct2026.040.052
IFTModel=Llama-3.2-1B-Instruct2026.040.072
KL-Optimized Fine-TuningModel=Llama-3.1-8B-Instruct2026.040.076
IFTModel=Qwen2.5-1.5B-Instruct2026.040.077
IFTModel=Qwen2.5-7B-Instruct2026.040.08
KL-Optimized Fine-TuningModel=Llama-3.2-1B-Instruct2026.040.101
PE-ExplicitModel=Llama-3.1-8B-Instruct2026.040.203
Zero-shotModel=Qwen2.5-1.5B-Instruct2026.040.252
Zero-shotModel=Qwen2.5-7B-Instruct2026.040.308
Zero-shotModel=Llama-3.2-1B-Instruct2026.040.32
PE-ExplicitModel=Qwen2.5-1.5B-Instruct2026.040.324
PE-ExplicitModel=Qwen2.5-7B-Instruct2026.040.331
Zero-shotModel=Llama-3.1-8B-Instruct2026.040.342
PE-ExplicitModel=Llama-3.2-1B-Instruct2026.040.368
DPOModel=Qwen2.5-7B-Instruct2026.040.5
DPOModel=Qwen2.5-1.5B-Instruct2026.040.5
DPOModel=Llama-3.1-8B-Instruct2026.040.5
DPOModel=Llama-3.2-1B-Instruct2026.040.5