Sujit Nirmalblackshadow.hashnode.dev·Nov 10, 2024What is an Activation Function?In a neural network, an activation function decides if a neuron should be activated based on the sum of its inputs and weights. This process adds non-linearity to the network, allowing it to learn from non-linear data and solve complex problems like ...Discussactivation-layer
Sujit Nirmalblackshadow.hashnode.dev·Oct 24, 2024Introduction to Chatbots and GenAIChatbots are AI-driven programs designed to simulate conversation with human users. They can be used for customer service, personal assistance, and more. Generative AI, on the other hand, involves using AI models to generate new content, such as text...Discusschatbot
Rafal Jackiewiczjackiewicz.hashnode.dev·Oct 17, 2024Fine-Tuning BERT for Text Classification: A Simple GuideFine-Tuning BERT for Text Classification: A Simple Guide What is BERT? BERT (Bidirectional Encoder Representations from Transformers) is a language model created by Google that helps computers understand the meaning of words in sentences. It was trai...Discussllm
Sujit Nirmalblackshadow.hashnode.dev·Oct 5, 2024Understanding LLMSIntroduction: Language Model Learning Systems (LLMS) are designed to understand, generate, and manipulate human language. They are used in various applications such as chatbots, translation services, and content generation. Key Concepts Language Mod...DiscussOlama
Sujit Nirmalblackshadow.hashnode.dev·Oct 5, 2024Mastering Neural Networks with TensorFlow: A Comprehensive GuideIntroduction: Welcome to the world of neural networks! In this blog post, we'll delve into the fascinating realm of neural networks, focusing on their implementation using TensorFlow. Whether you're a beginner or have some experience, this guide will...DiscussTensorFlow
Yusuf Abdulaziz Saniyusufwrites.hashnode.dev·Sep 28, 2024My First Week Experience at TIIDELab“The beautiful thing about learning is that nobody can take it away from you.” — B.B. King Day One: Onboarding and Setting Expectations The first day was all about onboarding and getting to know what lies ahead. The session was well-structured, pro...Discuss#tiidelab
Sai Chowdary GullapallyforML Radio - A Machine Learning Blogmlrad.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...Discussllm
Mehul Pardeshimehulpardeshi.hashnode.dev·Sep 6, 2024Low-Rank Adaptation (LoRA)Hey there! I’ve been diving deep into the world of AI and machine learning recently, and today I wanted to share something exciting that I’ve been exploring—Low-Rank Adaptation, or LoRA for short. It’s one of those innovations that, while sounding a ...Discuss·11 likes·32 readsLoRA
Vaishnavi Kulkarnivaishnavi-kulkarni.hashnode.dev·Sep 3, 2024Exploring Bias in AI: A Deep Dive into BiasGPTA Journey Back into Blogging It’s been a while since I last penned a blog, but I’m thrilled to dive back into it with something truly exciting and relevant. The world of AI has always been a passion of mine, and over the past few months, I’ve been de...Discuss·3 likesAI
Sam Schneiderblog.samschneider.me·Aug 1, 2024Why Would You Ever Fine-tune an LLM?You can get pretty good results with few-shot prompt templates, why would you go to the trouble of spending expensive GPU hours to fine-tune an LLM with essentially the same process as few-shot prompt templates? It basically comes down to data. How m...Discussfinetuning
