Package Exports

transformer.ts
transformer.ts/dist/browser.js
transformer.ts/dist/index.js
transformer.ts/dist/index.mjs

This package does not declare an exports field, so the exports above have been automatically detected and optimized by JSPM instead. If any package subpath is missing, it is recommended to post an issue to the original package (transformer.ts) to support the "exports" field. If that is not possible, create a JSPM override to customize the exports field for this package.

Readme

transformer.ts

Typescript wrapper for @xenova/transformers.

Works in both commonjs and ESM module projects.

Supported Tasks

For all task, the model name can be optionally specified in the input object.

More tasks and models will be typed over time.

text-classification (alias: sentiment-analysis)

Input Type: { text: string }

Output Type: Array<{ label: TextClassificationLabel, score: number }>

type TextClassificationLabel =
  // Xenova/distilbert-base-uncased-finetuned-sst-2-english
  | 'POSITIVE'
  | 'NEGATIVE'
  // Xenova/bert-base-multilingual-uncased-sentiment
  | '5 stars'
  | '4 stars'
  | '3 stars'
  | '2 stars'
  | '1 star'
  // Xenova/toxic-bert
  | 'toxic'
  | 'insult'
  | 'obscene'
  | 'identity_hate'
  | 'threat'
  | 'severe_toxic'

zero-shot-classification

Input Type: { text: string, labels: string[] }

Output Type: Array<{ label: string, score: number }>

License

This project is licensed with BSD-2-Clause

This is free, libre, and open-source software. It comes down to four essential freedoms [ref]:

The freedom to run the program as you wish, for any purpose
The freedom to study how the program works, and change it so it does your computing as you wish
The freedom to redistribute copies so you can help others
The freedom to distribute copies of your modified versions to others