T5-dialogue-summarization Open-source Model - Generate Dialogue Summaries for Free, Trained on Samsum Dataset

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T5 Dialogue Summarization

Developed by chanifrusydi

A dialogue summarization model fine-tuned on t5-small, trained on the samsum dataset

Text Generation

Transformers

Open Source License:Apache-2.0 #Dialogue Summarization #T5 Fine-tuning #English Dialogue Processing

Downloads 22

Release Time : 6/8/2022

Model Overview

This model is specifically designed for dialogue text summarization tasks, capable of compressing dialogue content into concise summaries

Model Features

Dialogue Summarization Optimization

Summarization capability specifically optimized for dialogue scenarios

Lightweight Model

Based on t5-small architecture with moderate parameter size and high inference efficiency

Fine-tuned Training

Targeted fine-tuning on professional dialogue dataset samsum

Model Capabilities

Dialogue summarization generation

Text compression

Key information extraction

Use Cases

Customer Service Systems

Customer Service Dialogue Summary

Automatically generate summary reports of customer service dialogues

Improves customer service efficiency and facilitates follow-up analysis

Meeting Minutes

Meeting Minutes Generation

Automatically summarize meeting dialogue content into meeting minutes

Saves manual organization time

Property	Details
Model Type	Fine - tuned t5 - small for summarization
Training Data	samsum
Metrics	accuracy
Pipeline Tag	summarization
Base Model	t5 - small

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T5 Dialogue Summarization

Model Overview

Model Features

Model Capabilities

Use Cases

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