Update README.md
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README.md
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@@ -97,7 +97,8 @@ A comprehensive instruction and DPO dataset was constructed for this purpose, wh
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| | | | <span style="color:blue;">(-0.34)</span> | <span style="color:blue;">(-333)</span> | <span style="color:green;">(-0.72)</span> | <span style="color:green;">(-723)</span> |
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| **THREAT** | 1.43 | 1,424 | 0.92 | 919 | 0.76 | 754 |
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| | | | <span style="color:blue;">(-0.51)</span> | <span style="color:blue;">(-505)</span> | <span style="color:green;">(-0.16)</span> | <span style="color:green;">(-165)</span> |
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*Comparison of LLaMA-2-base, Finetuned LLaMA-2, and DPO LLaMA-2 across various categories.
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The table above shows the effectiveness of this model in reducing bias, measured using the RealToxicityPrompt dataset and the Perspective API.
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| | | | <span style="color:blue;">(-0.34)</span> | <span style="color:blue;">(-333)</span> | <span style="color:green;">(-0.72)</span> | <span style="color:green;">(-723)</span> |
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| **THREAT** | 1.43 | 1,424 | 0.92 | 919 | 0.76 | 754 |
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| | | | <span style="color:blue;">(-0.51)</span> | <span style="color:blue;">(-505)</span> | <span style="color:green;">(-0.16)</span> | <span style="color:green;">(-165)</span> |
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*Comparison of LLaMA-2-base, Finetuned LLaMA-2, and DPO LLaMA-2 across various categories.
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Reductions in blue indicate comparisons between the base model and the fine-tuned model, while text in green represents comparisons between the fine-tuned model and the DPO model.*
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The table above shows the effectiveness of this model in reducing bias, measured using the RealToxicityPrompt dataset and the Perspective API.
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