Led Base Book Summary
A text summarization model based on the LED architecture, specifically designed for generating summaries of technical, academic, and narrative long texts.
Downloads 13.10k
Release Time : 3/2/2022
Model Overview
This model is fine-tuned from allenai/led-base-16384 and excels at summarizing long narratives, research papers, textbooks, and other documents, producing explanatory summaries in a 'study guide' style.
Model Features
Long Text Processing Capability
Supports processing up to 16,384 tokens in a single batch, ideal for long documents.
Academic Content Summarization
Particularly suitable for generating summaries of technical papers, textbooks, and other academic content.
Study Guide Style Summaries
Generates explanatory summaries with a study guide-like style.
Multiple Model Variants
Offers various model variants to meet different quality requirements.
Model Capabilities
Long Text Summarization
Technical Document Summarization
Academic Paper Summarization
Textbook Content Summarization
Narrative Text Summarization
Use Cases
Academic Research
Research Paper Summarization
Generates concise summaries for lengthy research papers.
Produces study guide-style summaries.
Textbook Chapter Summarization
Generates key-point summaries for textbook chapters.
Helps students quickly grasp chapter essentials.
Content Creation
Blog Post Summarization
Generates summaries for long blog posts.
Extracts core ideas from the article.
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