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Benchmarks
Content Fluency on Harry Potter
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4
Fluency Mean
Original
0.88
1.69
2.5
3.31
Mar 2, 2026
Fluency Mean
Updated 1mo ago
Evaluation Results
Method
Method
Links
Fluency Mean
Original
Base Model=Llama-2-7B
2026.03
4
Ours
Base Model=Llama-2-7B
2026.03
3.3
KL
Base Model=Llama-2-7B
2026.03
3.1
NPO
Base Model=Llama-2-7B
2026.03
2.9
Retain
Base Model=Llama-2-7B
2026.03
2.8
ELM
Base Model=Llama-2-7B
2026.03
2.8
WHP
Base Model=Llama-2-7B
2026.03
2.5
LoRA
Base Model=Llama-2-7B
2026.03
2.3
A-LoRA
Base Model=Llama-2-7B
2026.03
2.3
Fine-tune
Base Model=Llama-2-7B
2026.03
1.9
GD
Base Model=Llama-2-7B
2026.03
1.8
GA
Base Model=Llama-2-7B
2026.03
1
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