https://huggingface.co/flashrt/adaptive-layernorm-producers/resolve/main/examples/README.md
hf download hf://flashrt/adaptive-layernorm-producers/examples/README.md
curl -L -o README.md https://huggingface.co/flashrt/adaptive-layernorm-producers/resolve/main/examples/README.md
basic_usage.py shows the public Kernel Hub loading path:
basic_usage.py
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.
