If you haven't already, you can install the
Transformers.js JavaScript library from
NPM using:
1import { pipeline } from '@huggingface/transformers';
2
3const classifier = await pipeline('zero-shot-classification', 'Xenova/nli-deberta-v3-xsmall');
4const output = await classifier(
5 'I love transformers!',
6 ['positive', 'negative']
7);
Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using 🤗 Optimum and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).
