Prakhar Kumarprakhartechinsights.hashnode.dev·Jul 25, 2024Generative AI and Large Language Models (LLMs): Revolutionizing Communication and CreativityIntroduction to Generative AI Generative AI refers to artificial intelligence systems designed to create new content from existing data. Unlike discriminative models that classify or predict outcomes based on input data, generative models generate ne...DiscussAI/ML Blog By PrakharGenerative AI and Large Language Models
Sanjayssk14.hashnode.dev·Jul 25, 2024LLM Prompt Compression ✂️📊 LLMLingua-2What is LLMLingua? 🤔 LLMLingua is an open-source project by the Microsoft team, designed for Prompt Compression. It's all about reducing the size of your prompts, which means fewer tokens and more efficient interactions with Large Language Models (L...DiscussRAG
Raj S.raj-dev.hashnode.dev·Jul 12, 2024SOUL AI of AyeSoul : A Unified approach to AI UseWhat is AyeSoul ? AyeSoul is an AI First development company dedicated to creating innovative AI systems that enhance everyday tasks, empower users with intelligent assistance, and revolutionize the way we interact with technology. ayesoul.com SOU...Discuss·17 likesayesoul
Muhammad Ihsanemhaihsan.hashnode.dev·Jul 10, 2024Membuat Aplikasi Text Summarization dengan GradioDalam era informasi yang terus berkembang, kita sering kali dihadapkan pada teks yang panjang. Membaca dan memahami semua informasi tersebut bisa memakan waktu dan tenaga yang tidak sedikit, terlebih lagi jika topik yang dibahas termasuk kompleks. Ma...Discusshuggingface
Mahbub Bellomahbubbello.hashnode.dev·Jul 8, 2024Unlocking the Potential of RAG SystemsIn the rapidly evolving landscape of artificial intelligence, Retrieval Augmented Generation (RAG) systems have emerged as a powerful paradigm, revolutionizing how we interact with and extract value from large volumes of information. By seamlessly bl...DiscussArtificial Intelligence
Spheron NetworkforSpheron's Blogblog.spheron.network·Jul 7, 2024Best GPUs for Running Large Language Models (LLMs) in 2024Large Language Models (LLMs) like GPT (Generative Pre-trained Transformer) play a crucial role. These models demand significant computational power for training and inference, making the selection of the right GPU (Graphics Processing Unit) essential...Discuss·173 readsGPUGPU
Venkat Rvenkatr.hashnode.dev·Jul 6, 2024The Rise of Smaller Language Models: Efficiency Meets AccessibilityOverview: What Are Smaller Language Models? Language models are at the heart of many AI-driven applications, powering everything from chatbots to translation services. Traditionally, larger models have dominated the field, boasting impressive capabil...Discusssmaller language models
Debanjan Chakrabortysubspace.hashnode.dev·Jul 5, 2024Content Engine for PDF Document Comparison using Retrieval Augmented Generation Techniques with Large Language Models locally with StreamlitIntroduction In today's data-driven world, accessing relevant information quickly and accurately from vast collections of documents is crucial. Whether for research, enterprise documentation, legal searches, or knowledge management, the ability to ef...Discuss·10 likesdocument comparison
Sunil Ghanchisunilghanchi.hashnode.dev·Jul 4, 2024Step-by-Step Guide to Building Datasets for Fine-Tuning Language ModelsBest Practices for Building and Formatting Datasets for Language Model Fine-Tuning Introduction Fine-tuning language models (LLMs) like Llama 3, Google Gemma, and Mistral involves adapting pre-trained models to specific tasks using carefully curated ...Discusshuggingface dataset
Sunil Ghanchisunilghanchi.hashnode.dev·Jul 2, 2024Maximize Language Model Efficiency: Finetuning with LoRA, PEFT, and MoreIntroduction: The Transformative World of Fine-Tuning In the ever-evolving landscape of artificial intelligence, finetuning pre-trained language models has emerged as a crucial technique to tailor models for specific tasks, optimize performance, and ...DiscussArtificial Intelligence