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fix: allow kwargs in init for RerankingWrapper #1676

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fix: allow kwargs in init for RerankingWrapper #1676

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@Samoed Samoed commented Jan 1, 2025 •
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Checklist

  • Run tests locally to make sure nothing is broken using make test.
  • Run the formatter to format the code using make lint.

Closes #1671

  • When running from the CLI, the device is passed to the model, but RerankingWrapper didn’t account for it.
  • In reranking tasks, there are no instructions for each sentence, so None is appended to the end of the query.
  • The predict function initially expected query, passage, and instruction every time, but now it checks the number of parameters passed.

isaac-chung
isaac-chung reviewed Jan 1, 2025
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The command mentioned in the issue was mteb run -m jhu-clsp/FollowIR-7B -t TwitterHjerneRetrieval. Could you please run it and see whether the same error still shows up?

mteb/models/rerankers_custom.py Show resolved Hide resolved
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Samoed commented Jan 1, 2025

I tried running jinaai/jina-reranker-v2-base-multilingual, and it initially gave the same issues, but now it's running fine. Here's the result: TwitterHjerneRetrieval.json.

TwitterHjerneRetrieval is a retrieval task, so maybe we don't want to run it. I also fixed some additional errors. @orionw, could you take a look at the changes?

@Samoed Samoed requested a review from orionw January 1, 2025 20:49
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@isaac-chung isaac-chung isaac-chung approved these changes

@orionw orionw Awaiting requested review from orionw

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Reranker models do not work with cli
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@Samoed @isaac-chung