PinnedAmod's NotesUnderstanding Retrieval-Augmented Generation: A Simple GuideHave you ever asked an AI language model like ChatGPT about the latest developments on a certain topic, only to receive this response: ‘I…Jul 2, 20233Jul 2, 20233
Amod's NotesinInsights by InsightureData Lakes: The Foundation of Big Data AnalyticsBusinesses today are handling more data than ever. These flexible scalable architectures are changing how they store and process data.Mar 12Mar 12
Amod's NotesinInsights by InsightureDifferential Privacy: Balancing Data Utility and User Privacy in Machine LearningThis week, our Associate Machine Learning Engineer Amod’s Notes takes us through an introduction to Differential Privacy in AI and ML!Jan 17Jan 17
Amod's NotesThe Future of GenAI with KG-Enhanced RAG SystemsDiscover how ChatGPT and neo4j merge with Knowledge Graphs in LLMs for breakthrough AI.Dec 28, 2023Dec 28, 2023
Amod's NotesA Definitive Guide to QLoRA: Fine-tuning Falcon-7b with PEFTUnveiling the Power of QLoRA: Comprehensive Explanation and Practical Coding with 🤗 PEFTJul 22, 20235Jul 22, 20235
Amod's NotesQLoRA: A Leap Forward in Efficient Fine-Tuning of Large Language ModelsLanguage models have become a cornerstone of modern AI, powering everything from chatbots to machine translation systems. But training…Jun 21, 20231Jun 21, 20231