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 This dataset, released in conjunction with the paper [Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem](https://huggingface.co/papers/2512.03073), provides a rigorous examination of concentration dynamics and evolving characteristics in the open model economy.
-It compiles a history of weekly model downloads (February 2024-August 2025) alongside detailed model metadata from the Hugging Face Model Hub. The dataset encompasses 851,000 models, over 200 aggregated attributes per model, and 2.2 billion downloads.
 Researchers can leverage this dataset to analyze:
 - The fundamental rebalancing of economic power in open-weight AI.

 This dataset, released in conjunction with the paper [Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem](https://huggingface.co/papers/2512.03073), provides a rigorous examination of concentration dynamics and evolving characteristics in the open model economy.
+It compiles a history of weekly model downloads (February 2024-August 2025) alongside detailed model metadata from the Hugging Face Model Hub. The dataset encompasses 851,000 models, over 200 aggregated attributes per model, and 2.2 billion downloads. The data is compiled from these [weekly snapshots](https://huggingface.co/datasets/hfmlsoc/hub_weekly_snapshots) and updated daily from [this dataset](https://huggingface.co/datasets/cfahlgren1/hub-stats).
 Researchers can leverage this dataset to analyze:
 - The fundamental rebalancing of economic power in open-weight AI.