Hugging Face State of Open Models: Summer 2026
A strong open-model ecosystem read about adoption, derivatives, small models, agent users, and why Qwen has become so important.
Source
State of Open Models: Summer 2026 Observations
Why I saved it
This is one of the best catch-up reads for the open-model ecosystem.
It looks beyond single model launches and asks what developers are actually building on. That is important because adoption tells a different story than benchmark attention.
My notes
- The report tracks growth in models, datasets, and Spaces on Hugging Face.
- It highlights that most repositories get little attention, while a small percentage drive most downloads.
- The Qwen ecosystem is called out as especially strong.
- Small models remain important because they are the practical layer for many products.
What I want to remember
For open models, community usage matters. If many builders use a model as a base, the ecosystem around it becomes part of the model’s value.