Examples

basic_usage.py shows the public Kernel Hub loading path:

python adaptive-layernorm-producers/examples/basic_usage.py

It allocates static output buffers for the FP8 path and uses the package helper to allocate the NVFP4 packed activation and swizzled scale-factor buffers.