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Add OpenAI ArXiv Dataset #299

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merged 2 commits into from
Aug 9, 2024
Merged

Add OpenAI ArXiv Dataset #299

merged 2 commits into from
Aug 9, 2024

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magdalendobson
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@magdalendobson magdalendobson commented Aug 7, 2024

This PR adds a 2 million size embedding dataset of 1536-dimensional OpenAI ada-002 embeddings of the abstracts of ArXiv papers. The original ArXiv dataset was released by Cornell University on kaggle under a CC0 license. We provide a set of 20000 queries also embedded from the abstracts of ArXiv articles, as well as groundtruth for the first 100000 vectors and the full 2321096 vectors.

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Added comment in datasets.py describing the dataset, marking as ready for review.

@magdalendobson magdalendobson marked this pull request as ready for review August 9, 2024 15:09
@@ -619,6 +619,44 @@ def get_dataset(self):
def distance(self):
return "ip"

class OpenAIArXivDataset(DatasetCompetitionFormat):
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Could you please add the description in comments here?

@harsha-simhadri harsha-simhadri merged commit df1e53a into main Aug 9, 2024
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2 participants