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Adding First Georgian Dataset #534

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merged 5 commits into from
Apr 24, 2024

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asparius
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@asparius asparius commented Apr 23, 2024

Checklist for adding MMTEB dataset

Reason for dataset addition:

First dataset for Georgian, regarding publication.

  • I have tested that the dataset runs with the mteb package.
  • I have run the following models on the task (adding the results to the pr). These can be run using the mteb run -m {model_name} -t {task_name} command.
    • sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
    • intfloat/multilingual-e5-small
  • I have checked that the performance is neither trivial (both models gain close to perfect scores) nor random (both models gain close to random scores).
  • If the dataset is too big (e.g. >2048 examples), considering using self.stratified_subsampling() under dataset_transform()
  • I have filled out the metadata object in the dataset file (find documentation on it here).
  • Run tests locally to make sure nothing is broken using make test.
  • Run the formatter to format the code using make lint.
  • I have added points for my submission to the points folder using the PR number as the filename (e.g. 438.jsonl).

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@isaac-chung isaac-chung left a comment

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Thanks for adding this!

Georgian is already covered in Classification by MassiveIntentClassification. So feel free to add 2 points for the dataset and 2 pts for my review.

@isaac-chung isaac-chung self-assigned this Apr 24, 2024
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@isaac-chung isaac-chung left a comment

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Good work! Thanks again.

@isaac-chung isaac-chung merged commit 31d3b57 into embeddings-benchmark:main Apr 24, 2024
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@asparius asparius mentioned this pull request Apr 26, 2024
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2 participants