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/deberta-v3-base-tasksource-nli');
4const output = await classifier('I love transformers!', {
5 candidate_labels: ['positive', 'negative']
6});
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).
