# Tests Run correctness tests from the repository root: ```bash python adaptive-layernorm-producers/tests/test_adaptive_layernorm_producers.py --backend source --mode full ``` After Kernel Hub build/publish, run installed-artifact validation: ```bash python adaptive-layernorm-producers/tests/test_adaptive_layernorm_producers.py --backend installed --mode full ``` The source mode compiles the package locally with `torch.utils.cpp_extension`. The installed mode imports the package exactly as exposed by Kernel Hub.