One model, many tasks

Classification with labels you make up, and named entities of types you choose, from one LLM. Label scores are the model's own probabilities.

Qwen2.5-0.5B-Instruct

Support ticket Labels

Text for entities Entity types

The code

const t = tasks(llm);
await t.classify(text, ["billing", "bug report", "feature request"]);
await t.ner(text, ["person", "city", "product"]);