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Arabic Orpo Llama 3 8B Instruct

Developed by MohamedRashad
An Arabic text generation model fine-tuned based on Llama-3-8B-Instruct, focusing on improving the coherence and accuracy of Arabic text.
Downloads 5,764
Release Time : 4/28/2024

Model Overview

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct, fine-tuned on an Arabic dataset using ORPO, aiming to provide better solutions for Arabic natural language processing.

Model Features

Optimization of Arabic text coherence
Through ORPO fine-tuning, the coherence and accuracy of Arabic text generation are significantly improved.
Based on the Llama-3 architecture
Based on the powerful Llama-3-8B-Instruct architecture, it has excellent text generation capabilities.
Trained on a dedicated Arabic dataset
Fine-tuned using the argilla-dpo-mix-7k-arabic dataset, focusing on Arabic characteristics.

Model Capabilities

Arabic text generation
Natural language processing
Dialogue system

Use Cases

Natural language processing
Arabic chatbot
Used to build a fluent Arabic dialogue system
Shows better Arabic text coherence than the base model in practical applications
Arabic content generation
Generate high-quality Arabic text content
Can generate grammatically correct and semantically coherent Arabic text
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