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ModelArchitecture -> LayerToDeviceMapping
Analyze model layer memory footprints and target hardware specs to map and load model weights across CPU, GPU, and disk.
Problem it solves
Manually distributing model layers across multiple devices or memory pools is complex and error-prone.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.