AIbase
EN
Home
Pegasus Samsum
P

Pegasus Samsum

Developed by Feluda
This model is a fine-tuned version of google/pegasus-cnn_dailymail on the samsum dataset, primarily used for text summarization tasks.
Text Generation
Transformers
#Dialogue Summarization#Fine-tuned PEGASUS#Low-resource Training
Downloads 98
Release Time : 12/25/2023

Model Overview

A text summarization model based on the Pegasus architecture, fine-tuned on the samsum dialogue summarization dataset, suitable for generating concise summaries of dialogue content.

Model Features

Efficient Summarization
Optimized specifically for dialogue content, capable of generating fluent and informative summaries.
Fine-tuning Optimization
Based on CNN/DailyMail pre-training, with targeted fine-tuning using the samsum dialogue dataset.
Transfer Learning
Leverages the powerful capabilities of pre-trained language models to adapt to domain-specific summarization tasks.

Model Capabilities

Dialogue summarization
Long text compression
Key information extraction

Use Cases

Dialogue Processing
Meeting Minutes Summarization
Automatically generates key summaries from meeting dialogues
Validation loss 1.4834
Customer Service Dialogue Analysis
Extracts key issues and solutions from customer service dialogues
Content Creation
Article Synopsis Generation
Generates concise synopses for long articles
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
English简体中文繁體中文にほんご
© 2025AIbase