tokenizer-free
Deterministic, non-learned byte-to-HSL signal encoder for PyTorch: 27-D interpretable features, lossless byte codec, tests, controls, and GPU paths.
PyTorch transformer input from raw bytes with zero learned input parameters: no tokenizer, embedding table, or learned input projection.
A tokenizer-free NLP library with T-FREE, CANINE, and byte-level approaches