Unfolding the universe of possibilities..

Navigating the waves of the web ocean

Beyond Predictions: Uplift Modeling & the Science of Influence (Part I)

Hands-On Approach to Uplift with Tree-Based Models Continue reading on Towards Data Science »

Navigating the AI Landscape of 2024: Trends, Predictions, and Possibilities

2024 beckons with a promise of innovation — a year where AI and technology converge to redraw the maps of possibility. Introduction Welcome to a journey through the possibilities that 2024 holds for AI and technology. Here, each prediction is a potential

A Surgeon’s Reflections on Artificial Intelligence

A Clinical Perspective on Medical Innovation Image generated by Dall-E 3 Being an oncologic surgeon is my primary job and passion. It allows me to interact with people and immerse myself in the healthcare system, not the fancy corporate Healthcare, just

9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems

ReRank, Hybrid Search, Query Expansion, Leveraging Metadata, and more… Continue reading on Towards Data Science »

SW/HW Co-optimization Strategy for LLMs — Part 2 (Software)

SW is eating the world. SW landscape of LLMs? What are the emerging libraries/SW frameworks to improve LLM performance? Continue reading on Towards Data Science »

How ChatGPT is Transforming the Way We Teach Software Development

Learning to code when AI assistants already master the skill Continue reading on Towards Data Science »

Fine-tune a Mistral-7b model with Direct Preference Optimization

Boost the performance of your supervised fine-tuned models Image by author Pre-trained Large Language Models (LLMs) can only perform next-token prediction, making them unable to answer questions. This is why these base models are then fine-tuned on pairs of instructions and

Memory-Efficient Embeddings

Creating smaller models with a new kind of embedding layer Continue reading on Towards Data Science »

How to Detect Hallucinations in LLMs

Teaching Chatbots to Say “I Don’t Know” Continue reading on Towards Data Science »