Exploring GraphRAGDiscover GraphRAG by Microsoft: a new approach in RAG systems, building knowledge graphs from queried datasets for structured data…Aug 12Aug 12
Understanding Particle Swarm Optimization (PSO): From Basics to BrillianceOptimizing complex functions can be a daunting task, but there’s an algorithm that can make the process easier - Particle Swarm…Mar 20Mar 20
The Power of Model Compression: Guide to Pruning, Quantization, and Distillation in Machine…In today’s world of AI, we need models that work fast and don’t use up too many resources. To make this happen, we use model compression…Jan 30Jan 30
Direct Preference Optimization (DPO) in LLMsGuide to Direct Preference Optimization with implementationJan 18Jan 18
Reinforcement Learning with Human Feedback in LLMs: A Comprehensive GuideGuide to RLHF in Large Language Models (LLMs)Jan 111Jan 111
Retrieval-Augmented Generation (RAG) Simplified!In this article, we will talk about how Retrieval Augmented Generation works and can be used in enterprise use cases, specifically with…Jan 10Jan 10
Simply Explained: Attention Mechanisms - A Journey without JargonUnveiling the Magic of Attention Mechanisms in AI: A User-Friendly Journey into the Heart of Language UnderstandingSep 8, 2023Sep 8, 2023
A Simple Convolutional Neural Network (CNN) ModelUnderstanding of the basic concepts of the CNN model :May 26, 2023May 26, 2023
Demystifying Decision Trees: A Comprehensive Guide to Understanding and ImplementingIntroductionMay 8, 2023May 8, 2023
