declare const SummarizationPipeline_base: new (options: TextPipelineConstructorArgs) => SummarizationPipelineType; /** * @typedef {import('./_base.js').TextPipelineConstructorArgs} TextPipelineConstructorArgs * @typedef {import('./_base.js').Disposable} Disposable */ /** * @typedef {Object} SummarizationSingle * @property {string} summary_text The summary text. * @typedef {SummarizationSingle[]} SummarizationOutput * * @callback SummarizationPipelineCallback Summarize the text(s) given as inputs. * @param {string|string[]} texts One or several articles (or one list of articles) to summarize. * @param {import('../generation/configuration_utils.js').GenerationConfig} [options] Additional keyword arguments to pass along to the generate method of the model. * @returns {Promise} * * @typedef {TextPipelineConstructorArgs & SummarizationPipelineCallback & Disposable} SummarizationPipelineType */ /** * A pipeline for summarization tasks, inheriting from Text2TextGenerationPipeline. * * **Example:** Summarization w/ `Xenova/distilbart-cnn-6-6`. * ```javascript * import { pipeline } from '@huggingface/transformers'; * * const summarizer = await pipeline('summarization', 'Xenova/distilbart-cnn-6-6'); * const text = 'The tower is 324 metres (1,063 ft) tall, about the same height as an 81-storey building, ' + * 'and the tallest structure in Paris. Its base is square, measuring 125 metres (410 ft) on each side. ' + * 'During its construction, the Eiffel Tower surpassed the Washington Monument to become the tallest ' + * 'man-made structure in the world, a title it held for 41 years until the Chrysler Building in New ' + * 'York City was finished in 1930. It was the first structure to reach a height of 300 metres. Due to ' + * 'the addition of a broadcasting aerial at the top of the tower in 1957, it is now taller than the ' + * 'Chrysler Building by 5.2 metres (17 ft). Excluding transmitters, the Eiffel Tower is the second ' + * 'tallest free-standing structure in France after the Millau Viaduct.'; * const output = await summarizer(text, { * max_new_tokens: 100, * }); * // [{ summary_text: ' The Eiffel Tower is about the same height as an 81-storey building and the tallest structure in Paris. It is the second tallest free-standing structure in France after the Millau Viaduct.' }] * ``` */ export class SummarizationPipeline extends SummarizationPipeline_base { /** @type {'summary_text'} */ _key: "summary_text"; } export type TextPipelineConstructorArgs = import("./_base.js").TextPipelineConstructorArgs; export type Disposable = import("./_base.js").Disposable; export type SummarizationSingle = { /** * The summary text. */ summary_text: string; }; export type SummarizationOutput = SummarizationSingle[]; /** * Summarize the text(s) given as inputs. */ export type SummarizationPipelineCallback = (texts: string | string[], options?: import("../generation/configuration_utils.js").GenerationConfig) => Promise; export type SummarizationPipelineType = TextPipelineConstructorArgs & SummarizationPipelineCallback & Disposable; export {}; //# sourceMappingURL=summarization.d.ts.map