Exploring GraphRAGDiscover GraphRAG by Microsoft: a new approach in RAG systems, building knowledge graphs from queried datasets for structured data…Aug 1, 20242Aug 1, 20242
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 20, 2024Mar 20, 2024
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 30, 2024Jan 30, 2024
Direct Preference Optimization (DPO) in LLMsGuide to Direct Preference Optimization with implementationJan 18, 2024Jan 18, 2024
Reinforcement Learning with Human Feedback in LLMs: A Comprehensive GuideGuide to RLHF in Large Language Models (LLMs)Jan 11, 20241Jan 11, 20241
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 10, 2024Jan 10, 2024
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
