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Adopt the interfaces without adopting the platform.

These resources are intentionally portable. They help researchers, developers and institutions describe LQMs, exchange benchmark results and verify LargeQuant evidence bundles independently.

LQM Specification 1.0JSON · model identity and lifecycle contractDownload →LQM Manifest SchemaJSON Schema · interoperable model manifestDownload →LQBench Public Result SchemaJSON Schema · benchmark publication formatDownload →Standalone LQEP verifierPHP · verify exported evidence bundles without the web applicationDownload →Python reference clientPython · zero-dependency discovery, execution and evidence clientDownload →PHP reference clientPHP · cURL-based discovery, execution and evidence clientDownload →