Jargonautica
Extending and Applying Models

Open Weights

Also called: Open Source Models, Open Weight

When a model’s internal parameters are published for anyone to download and run on their own hardware, rather than being available only through a company’s service. This matters for privacy, cost, control and independent research. It is often loosely called ‘open source’, though the two are not the same.

Technical view

Open weights means the trained parameters are released. Genuine open source in the traditional sense would also require the training data and code, which almost no releases provide, and many carry licences restricting commercial use. The trade-offs are contested: openness enables scrutiny, competition and reproducible research, but also removes the ability to withdraw or restrict a model once released.


Part of AI Terminology Index, section: Extending and Applying Models.

How it connects

Open Weights links to 17 other terms, and the 12 closest are drawn here. The faint lines are links between those terms. See it in the full graph.

Model CardModel CardWeights, Parameters and BiasesWeights, Parameters…Refusal and Over-refusalRefusal and Over-re…Model Provenance and SigningModel Provenance an…Red TeamingRed TeamingQuantisationQuantisationSupply Chain SecuritySupply Chain Securi…ModelModelOpen and Closed DebateOpen and Closed Deb…Steering VectorSteering VectorFoundation ModelFoundation ModelVendor Lock-inVendor Lock-inOpen Weights