Gabi DobocanforTelepatblog.telepat.io·Nov 22, 2024Unlocking the Power of FEET: A New Framework for Evaluating AI ModelsArxiv: https://arxiv.org/abs/2411.01322v1 PDF: https://arxiv.org/pdf/2411.01322v1.pdf Authors: Jeffrey N. Chiang, John Lee, Simon A. Lee Published: 2024-11-02 What Does the FEET Paper Claim? At the heart of the paper "FEET: A Framework For Evaluatin...Discussfoundation models
karthik hubliforText Embeddingtext-embedding.hashnode.dev·Nov 21, 2024From Words to Vectors: Understanding the Magic of Text EmbeddingTransformers are the backbone of large language models (LLMs) and have revolutionized natural language processing by enabling models to handle vast amounts of text efficiently. Unlike traditional neural networks, transformers use a self-attention mec...DiscussAI
Jayachandran Ramadossaskjr.hashnode.dev·Nov 2, 2024Generative AI - Nvidia Course NotesI have written this article with the information summary from my perspective of learning Nvidia Crash Course “Generative AI”. Central Idea of Generative AI If the strong models that learn the structure of Data, Then It can generate new Data too. Ge...DiscussAI
3rdSon3rdson.hashnode.dev·Oct 27, 2024How to Add Memory to RAG Applications and AI AgentsSometime in the last 5 months, I built a RAG application, and after building this RAG application, I realised there was a need to add memory to it before moving it to production. I went on YouTube and searched for videos, but I couldn’t find anything...Discuss·1 like·57 readsAI
Rafal Jackiewiczjackiewicz.hashnode.dev·Oct 18, 2024Training GPT-2 From Scratch: A Beginner-Friendly Step-by-Step GuideTraining a GPT-2 model from scratch is a rewarding experience, especially if you want to learn about natural language processing and get hands-on with machine learning models. This guide will walk you through the process step-by-step, with simplified...Discusspre-training
Aditya Goyaladityagoyal.hashnode.dev·Oct 17, 2024Harnessing Generative AI: The Future of Creative Problem SolvingArtificial Intelligence has been growing at incredible speeds in recent years. Among the recent innovations, generative AI has proven to be one of the most disruptive. Generative AI transformed in numerous ways how one thinks about creativity, conten...Discuss·10 likesAI
KavyaforPortkey Blogsportkey-llm-elo-rating.hashnode.dev·Oct 14, 2024⭐️ Implementing FrugalGPT: Reducing LLM Costs & Improving PerformanceRohit Agarwal, Ayush Garg Apr 22, 2024∙12 min FrugalGPT is a framework proposed by Lingjiao Chen, Matei Zaharia, and James Zou from Stanford University in their 2023 paper "FrugalGPT: How to Use Large Language Models While Reducing Cost and Improvin...DiscussImplementation
Nagen Kthinkboundlessai.hashnode.dev·Sep 26, 2024How O1 Reasoning Token WorksOpenAI's o1 model is builds upon the traditional transformer model architecture, but introduces significant innovations that enable a more sophisticated internal process for handling complex, multistep reasoning tasks. We will breakdown how this mech...Discussreasoning token
Laxitalaxita06.hashnode.dev·Sep 25, 2024How to Build Your Own GPT Model?Generative Pre-trained Transformer (GPT) models have become a groundbreaking tool in natural language processing (NLP) for tasks such as text generation, translation, summarization, and even coding. With advancements in AI, businesses are now looking...Discussgpt
Nagen Kthinkboundlessai.hashnode.dev·Sep 24, 2024GPT-4o vs. O1: Simplifying Prompts for Code GenerationPrompt engineering has been crucial for the performance of Gen AI models like GPT-4o on various tasks. However, with the introduction of OpenAI's O1 series, this has changed. The O1 models, especially O1-preview and O1-mini, offer improved reasoning ...Discuss·40 readsgenai
