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Support for other languages - Translated datasets #1695

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onurgu opened this issue Apr 11, 2024 · 0 comments
Open

Support for other languages - Translated datasets #1695

onurgu opened this issue Apr 11, 2024 · 0 comments

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@onurgu
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onurgu commented Apr 11, 2024

Hi,

I am trying understand the best way to provide a separate LLM benchmark specifically evaluating against Turkish datasets.

This can be done by automatically translating the datasets references by tasks in lm_eval/tasks. This is the approach taken by

  • (OpenLLMTurkishLeaderboard)[https://huggingface.co/spaces/malhajar/OpenLLMTurkishLeaderboard]

making changes to files like lm_eval/tasks/arc/arc_easy.yaml as below:

https://github.com/malhajar17/lm-evaluation-harness_turkish/blob/main/lm_eval/tasks/arc_tr/arc_easy.yaml

In this file, a reference to the new dataset is given. However, doc_to_text and doc_to_target fields still includes English keywords like Question:.

What is the best practice for supporting other languages? Can we add more datasets into arc_easy.yaml and make it use a different processing method for each different dataset?

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