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Arman Longformer 8k

Developed by zedfum
A Persian text summarization model based on the Longformer attention mechanism, supporting input lengths of up to 8K tokens.
Downloads 17
Release Time : 6/2/2023

Model Overview

This model modifies the attention mechanism of the ARMAN-MSR-persian-base model to handle abstractive summarization tasks for long documents, extending the input length from 512 tokens to 8K tokens.

Model Features

Long Text Processing Capability
Supports input lengths of up to 8K tokens, suitable for long document summarization tasks.
Optimized from ARMAN-MSR-persian-base
Enhanced from the original Persian model, retaining strong support for the Persian language.
Abstractive Summarization Capability
Capable of generating abstractive text summaries, not just extractive summaries.

Model Capabilities

Long Text Processing
Persian Text Summarization
Abstractive Summarization Generation

Use Cases

Document Processing
Long Document Summarization
Generates concise summaries for Persian long documents (e.g., research reports, news articles).
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