Finetune & Run Llama3.1 Locally

 Released on July 23, 2024, Llama 3.1 marks a significant leap in the world of AI, introducing the first open-source model that can compete with the top AI systems. The Llama 3.1 8B model, part of this groundbreaking release, is designed with enhanced multilingual capabilities, extended context...

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Summarize and Translate using LLMs

 Introduction:Hello! in this blog, we will explore the process of fine-tuning large language models (LLMs) for a specific task: summarizing English news articles in Arabic and generating an Arabic title. We will focus on two powerful models, Gemma-7b and Llama3-8b, and walk through each step...

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MedZa Assistant: Optimized RAG Chatbot based on Gemini, and Browser Data

 Welcome to our blog! In today's digital landscape, chatbots like ChatGPT often face the challenge of providing accurate and up-to-date responses due to knowledge cutoff. To address this, we've developed a local chatbot solution leveraging RAG (Retrieval-Augmented Generation) with Gemini and...

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RAG with Google Gemini on Arabic Docs

 In the dynamic landscape of natural language processing, Google Gemini has emerged as a revolutionary tool, pushing the boundaries of language comprehension. In this blog, we explore the capabilities of Gemini models, with a particular focus on their prowess in understanding foreign languages...

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Fine-Tuning Large Language Models for Specialized Arabic Task

I. Introduction: Large Language Models for Arabic Tags GenerationIn this blog post, our primary focus will be on the process of fine-tuning four different large language models (LLMs) using an Arabic dataset. We'll delve into the intricacies of adapting these models to perform specialized tasks in Arabic...

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