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license: apache-2.0 |
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# Better Implementation for [*PairRM*](https://huggingface.co/llm-blender/PairRM) |
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# **Introduction** |
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This version of PairRM have some fixes on training process, which improve model's performance significantly. |
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## **Minor Fixes** |
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### Longer Context Length (2048 -> 3370) |
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Thanks to deberta's tokenzer, original PairRM model had enough Context Length. |
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But, the longer the better :> |
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## **Major Fixes** |
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### Change Prompt Format |
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Why use something like |
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``` |
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<Response i + 1> {response} |
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``` |
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So, I changed to a format based on Vicuna 1.1. |
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### Change Truncate side |
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The original process was using right side truncate even on Input. This can cause serious problem when Input exceeds model's seq len. |
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### Dataset Filter |
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There was decent amount of empty assistant response on original dataset. So, I dropped them. |
