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#Operation Sindoor
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It is being hosted on Google-owned Kaggle, which is an online community for data scientists and machine learning practitioners. The beta dataset features "structured Wikipedia content in English and French", the Wikimedia Enterprise said in an official release.Wikimedia dataset to help AI developers with modelling, fine-tuning
It provides simplified access to machine-readable Wikipedia content that is readily available to AI developers for "modeling, benchmarking, alignment, fine-tuning, and exploratory analysis", according to the organisation. The scraping of article text by automated AI bots has emerged as a cause of concern for Wikipedia, which loses a portion of its available bandwidth to the practice.'Ideal for training models,' says Wikimedia
"Instead of scraping or parsing raw article text, Kaggle users can work directly with well-structured JSON representations of Wikipedia content—making this ideal for training models, building features, and testing NLP pipelines," Wikimedia Enterprise, which is a product of the Wikimedia Foundation, stated.Also Read : Virgil van Dijk signs new Liverpool contract to extend stay until 2027
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Short descriptions, research summaries and more
As of April 15, 2025, the dataset uploaded on Kaggle under the initiative included abstracts, short descriptions, infobox data, image links, and article sections (excluding references and other non-prose elements), according to the communique.Popular in International
Here's what Kaggle said
Speaking on Kaggle's role in the collaboration, its partnership lead for the project, Brenda Flynn, said that the platform is thrilled to contribute in keeping the dataset's content accessible, available and useful. She also lauded Wikimedia Foundation's efforts, saying that only a few open datasets are more impactful than the ones hosted by the non-profit organisation.Collaboration envisioned to improve confidence in data
The collaboration will likely improve the accessibility of Wikimedia's data for smaller firms and independent data scientists, technology news website The Verge noted.The beta release will be open to community feedback, Wikimedia Enterprise said. The dataset invites AI practitioners to "explore, test and improve", it added. Users will be able to provide feedback directly in the dataset's discussion tab on Kaggle, Wikimedia Enterprise added. Kaggle hosts more than 461,000 open and freely accessible datasets.
FAQs
- What is Kaggle?
Kaggle, owned by Google, is an online community for data science practitioners.
- How many datasets does Kaggle host?
According to Google, Kaggle hosts as many as 461,000 open and freely accessible datasets.
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