laya

Answers typed questions (choice, score, or yes/no) about any input — email, ticket, JSON — in a single forward pass, no text generation, so there's nothing to parse or hallucinate: 33ms for one question, 7.2ms batched, on a T4 GPU. A built-in Router auto-detects the language and script, then dispatches to one of three checkpoints — English-only ModernBERT-large (421M params) or the 100+-language mmBERT-base — and returns the reason for that choice with every result, e.g. 'non-Latin script (devanagari); the English checkpoint cannot read it.' Install is a single pip install laya.