Morpheme-Aware Tokenization
Inspectable tokens, not opaque subwords
Tokens carry linguistic meaning — you can read them. This is the opposite of BPE, where tokens are statistical fragments with no human-auditable structure. Morpheme-aware tokenization makes downstream core units more sample-efficient and their outputs more explainable.
Properties
What this core unit gives you
The guarantees this core unit provides when composed into a production system.
Human-readable tokens across all supported languages
Compact vocabulary: ~5K tokens covers 23 languages
Dramatically more sample-efficient than BPE
Enables downstream interpretability
Composes With
The other core units it pairs with
Core units are decoupled by design. These are the ones we've validated in production compositions — but you can compose with your own stack too.
Used In
Where this core unit ships today
Use cases that include this core unit as part of the composition.
Compose Morpheme-Aware Tokenization into your stack.
Available via API, on-prem license, or as part of a composed packaged product. Talk to us about the right entry point.