Add dataset card for Economies of Open Intelligence
#2
by
nielsr
HF Staff
- opened
README.md
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---
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task_categories:
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- OTHER
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language:
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- en
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tags:
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- model-hub
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- ai-ecosystem
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- data-analysis
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- ai-ethics
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- research
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- economics
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---
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# Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem
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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.
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It compiles the complete history of weekly model downloads (June 2020-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.
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Researchers can leverage this dataset to analyze:
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- The fundamental rebalancing of economic power in open-weight AI.
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- Statistically significant shifts in model properties, such as increases in average model size, growth in multimodal generation, quantization, and mixture-of-experts architectures.
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- Trends in data transparency and the emergence of developer intermediaries.
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The project also features an interactive dashboard for real-time monitoring of these dynamics.
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**Project Page:** [https://huggingface.co/spaces/economies-open-ai/open-model-evolution](https://huggingface.co/spaces/economies-open-ai/open-model-evolution)
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