rryisthebest
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README.md
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# Model Card for FIRST
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<!-- Provide a quick summary of what the model is/does. -->
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FIRST is a language models trained for listwise reranking tasks leveraging the output logits of the first generated identifier to directly produce a ranked ordering of candidates. Built on the Zephyr-7B-β model, FIRST undergoes single-stage fine-tuning on a converted alphabetic version of the RankZephyr dataset (i,e RankGPT-4 reorderings of OpenAI's Ada2 orderings for 5k queries) More details can be found in the paper.
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### Model Description
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# Model Card for FIRST
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<!-- Provide a quick summary of what the model is/does. -->
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FIRST is a language models trained for listwise reranking tasks leveraging the output logits of the first generated identifier to directly produce a ranked ordering of candidates. Built on the Zephyr-7B-β model, FIRST undergoes single-stage fine-tuning on a converted alphabetic version of the RankZephyr dataset. (i,e RankGPT-4 reorderings of OpenAI's Ada2 orderings for 5k queries) More details can be found in the paper.
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### Model Description
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