---
license: mit
tags:
- text-classification
- onnx
- quantized
- roberta
- tweet-topic
base_model: cardiffnlp/tweet-topic-21-multi
---
This is an ONNX-optimized version of [`cardiffnlp/tweet-topic-21-multi`](https://huggingface.co/cardiffnlp/tweet-topic-21-multi) for efficient inference.

## Model Description

This repository contains:
- **model.onnx**: Regular ONNX exported model
- **model_quantized.onnx**: INT8 dynamically quantized model for faster inference with minimal accuracy loss

The model is optimized for zero-shot classification tasks across multiple languages.

## Acknowledgments

This ONNX optimization was created for efficient deployment in production environments. Special thanks to the original model authors and the Hugging Face Optimum team.