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Xenova/twitter-roberta-base-irony
twitter-roberta-base-irony is a text classification model from Xenova. Use it when you need a label for a piece of text. It is set up for transformers.js.
https://huggingface.co/cardiffnlp/twitter-roberta-base-irony with ONNX weights to be compatible with Transformers.js.
Downloads · 30 days
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12% of all-time downloads
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.onnx1.7 GB · 100%
From the Hugging Face model README
https://huggingface.co/cardiffnlp/twitter-roberta-base-irony with ONNX weights to be compatible with Transformers.js.
If you haven't already, you can install the Transformers.js JavaScript library from NPM using:
npm i @huggingface/transformers
Example: Text Classification
import { pipeline } from '@huggingface/transformers';
const classifier = await pipeline('text-classification', 'Xenova/twitter-roberta-base-irony');
const output = await classifier('I love transformers!');
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).