The worker hooks, residual reconstruction, attention projection resolution,
and token-row assembly are adapted from the MIT-licensed nemotron-sae
sae_pipeline extraction and hook implementation (2026 contributors).
This package uses vLLM's worker-extension API directly; it does not vendor
or require IBM vLLM-Hook. Model weights and datasets retain their own licenses.
