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