Gabi Dobocanblog.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...ai-evaluation
Gabi Dobocanblog.telepat.io·Nov 20, 2024Small Language Models: The Unsung Heroes of AI EfficiencyDigital landscapes are seeing a seismic shift towards language models that can process, learn, and perform tasks akin to human cognition. While large language models (LLMs) like GPT-3 have captivated attention, small language models (SLMs) are quietl...domain-specific knowledge
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...pre-training
Sai Chowdary Gullapallymlrad.io·Sep 14, 2024Research Vignette: Exploring LORAResearch Vignettes are short articles where I summarize the key ideas of a research paper in a simple and easy-to-follow manner. arxiv link for the paper Suggested Pre-Readings: To understand this paper, you need to be familiar with the concepts of v...llm
Pradip NichiteforFutureSmart AI Blogblog.futuresmart.ai·Nov 13, 2023Fine-Tuning GPT-3.5: A Step-by-Step GuideIntroduction In the rapidly evolving world of AI and machine learning, fine-tuning pre-trained models like GPT-3.5 has become a pivotal step in achieving enhanced and specialized performance. This guide will walk you through the fine-tuning process o...3 likes·8.9K readsfine tuning
Adithya S Kadithyask.hashnode.dev·Sep 15, 2023CompanionLLama: Your AI Sentient Companion — A Journey into Fine-Tuning LLama2Introduction Imagine a world where you have a sentient AI companion by your side, engaging you in meaningful conversations, offering empathy, and providing companionship. It may sound like science fiction, but the CompanionLLama project brings us clo...4 likes·42 readsllm
