Ask typed questions about any text. Get calibrated odds back.

Laya reads your text once and answers every question in a single forward pass. This copy runs on a 2-core Synology NAS with no GPU, so every answer comes with the time the NAS took. Each result is drawn as 100 cases: how many, out of 100 texts like yours, the model expects to go each way.

Examples

Text for Laya to read plain text

Plain text, or a JSON object such as an email with from, subject and body.

Checkpoint

Auto-routepicks by language EnglishModernBERT-large MultilingualmmBERT, 100+ languages Typed decisionsfine-tuned English

Auto-route sends non-English text to the multilingual checkpoint, which also runs about 3× faster on this CPU. Very short non-English sentences can still route to English, so pick Multilingual for those.

Questions

One question takes about 1.5 s on English, 0.5 s on multilingual. Time grows with each question.

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Forward pass on the NAS

Nothing run yet