t5-small-onnx Open Source Model - Free Support for Multilingual Text Generation and Translation Tasks

T5 Small Onnx

Developed by echarlaix

ONNX export version of T5-small model, supporting multilingual text generation and translation tasks.

Supports Multiple LanguagesOpen Source License:Apache-2.0 #Multilingual summarization generation #Text-to-text transformation #ONNX optimized deployment

Downloads 18

Release Time : 5/16/2022

Model Overview

This is an ONNX format model based on the T5-small architecture, primarily used for text summarization generation and translation tasks. It is pre-trained through a mixture of unsupervised and supervised multi-tasks, capable of handling multiple languages.

Model Features

Multilingual support

Supports text processing in multiple languages including English, French, Romanian, and German

ONNX format

The model is exported in ONNX format, facilitating deployment across different platforms and optimizing inference performance

Text-to-text transformation

Adopts a unified text-to-text framework to handle various NLP tasks

Model Capabilities

Text summarization generation

Machine translation

Text transformation

Use Cases

Text processing

English to French translation

Translate English text into French

Example result: 'My name is Eustache and I have a pet raccoon' → 'Mon nom est Eustache et j'ai un raton laveur comme animal de compagnie'

Text summarization

Generate concise summaries of input text

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T5 Small Onnx

Model Overview

Model Features

Model Capabilities

Use Cases

t5-small exported to the ONNX format

Model description

Usage example