Samvardhan V GExploring the DSPy Framework: Building Simple RAG Pipelines 🚀The DSPy (Declarative Self-Improving Language Programs) Framework has recently gained popularity for its innovative approach to optimizing…May 26May 26
Samvardhan V GRunning Lightweight LLMs on Android Devices 📱In this article, we’ll explore how to run small, lightweight models such as Gemma-2B, Phi-2, and StableLM-3B on Android devices 📱Apr 28Apr 28
Samvardhan V GEnhancing RAG with Hybrid Search Using Qdrant and llamaIndex 🚀In the Retrieval-Augmented Generation (RAG) architecture, three main components — ingestion, retrieval, and synthesis — work together to…Apr 21Apr 21
Samvardhan V G🏦 UnSloth Framework: Mistral 7B for BFSI Sentiment AnalysisThe Unsloth framework is an innovative tool designed to run and fine-tune large language models (LLMs) efficiently, requiring less memory…Mar 24Mar 24
Samvardhan V GFine-Tune Gemma Using QLoRA 🛠️✨Google has recently introduced an innovative and lightweight open-source model called Gemma. It’s available in two versions: Gemma 2B and…Mar 11Mar 11
Samvardhan V G🎯 Explore Benchmarking of Various RAG Techniques with TruLens Framework 🦑The tech world is buzzing 🐝 with advancements in Generative AI (GenAI) and Large Language Models (LLMs).Jan 16Jan 16
Samvardhan V GGenerating Synthetic Bank Transactional Data Using Markov Models 🏦🏦 Simulating Bank Transactions with Hidden Markov Models 🔄Oct 29, 2023Oct 29, 2023
Samvardhan V GUnleashing the Power of Soda Data Quality Framework: A Deep Dive into Data Validation and…In the era of data-driven decision-making, organizations recognize the criticality of reliable data. Data reliability, achieved through a…Jun 14, 2023Jun 14, 2023
Samvardhan V GNLP for Beginners: Master the Basics in Just 15 MinutesNLP, or Natural Language Processing, is the field of study that focuses on enabling computers to understand human language. From chatbots…Apr 9, 2023Apr 9, 2023
