richardr1126/tweet-topic-21-multi-ONNX

By richardr1126 · ↓ 0 · ♥ 0 · Updated 2025-10-11

What's in this repo

This page lists the files in richardr1126/tweet-topic-21-multi-ONNX, including model.onnx, model_quantized.onnx.

2 ONNX models (.onnx files)
10 files, including 5 .json, 2 .onnx, 1 .md, 1 .txt
Last updated 2025-10-11

ONNX files

File	Size	Download
model.onnx	—	Download
model_quantized.onnx	—	Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

This is an ONNX-optimized version of 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.

Model info

text-classification

onnx roberta text-classification quantized tweet-topic base_model:cardiffnlp/tweet-topic-21-multi base_model:quantized:cardiffnlp/tweet-topic-21-multi license:mit region:us

↓ 0 ♥ 0

Created: 2025-10-11

Updated: 2025-10-11

View on Hugging Face

Files (10)

.gitattributes

README.md

config.json

merges.txt

model.onnx ONNX

model_quantized.onnx ONNX

special_tokens_map.json

tokenizer.json

tokenizer_config.json

vocab.json

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