Pegasus Samsum
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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.
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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
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