An AI Agent to Replace Prompt Engineers
Author(s): Adam Ben Khalifa Originally published on Towards AI. Let’s build a multi-agent system that automates the prompt engineering process and transforms simple input prompts into advanced ones, aka. An Advanced Prompt Generator! We will see the idea behind this solution, the …
Revolutionize How You Handle PDFs: Use AI for Instant Summaries, Audio, and Q&A — Save Hours Today!
Author(s): Mukundan Sankar Originally published on Towards AI. How AI Saved Me Hours: Turning Long PDF Documents Into Quick Summaries, Audio, and Instant Q&A This member-only story is on us. Upgrade to access all of Medium. Before and after of using AI …
Unlocking the Power of Chatting with Code: Revolutionizing Codebase Understanding and Developer Productivity👨🏽💻🚀
Author(s): Rohit Sharma Originally published on Towards AI. Unlocking the Power of Chatting with Code: Revolutionizing Codebase Understanding and Developer Productivity👨🏽💻🚀 Imagine diving into a new codebase without having to sift through endless lines of code, documentation, or relying on colleagues for …
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting
Author(s): Reza Yazdanfar Originally published on Towards AI. Time Series Time series is crucial in different fields, for example, in finance, accurate time series forecasting helps in stock market predictions and risk management, enabling better investment decisions! Time series forecasting in easy …
Key Insights and Best Practices on Instruction Tuning
Author(s): Florian June Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Recently, I’ve been involved in projects related to instruction tuning for large language models(LLMs). I felt it was time to summarize some …
Everything You Need to Know About Chunking for RAG
Author(s): Anushka sonawane Originally published on Towards AI. Everything You Need to Know About Chunking for RAG Credits Remember learning your first phone number? You probably broke it into smaller pieces — not because someone told you to, but because it was …
Stop Oversampling: Why You Should Avoid It
Author(s): Davide Nardini Originally published on Towards AI. The Obscure Dangers of Oversampling: the study that kills the oversampling family techniques This member-only story is on us. Upgrade to access all of Medium. Picture of Cauayan Island Resort on Unsplash In Machine …
How to Perform Quantization in Machine Learning (Math Explained!)
Author(s): Richard Warepam Originally published on Towards AI. Quantization is a MUST Step to Fine-Tune Large Language Models This member-only story is on us. Upgrade to access all of Medium. Photo by ThisisEngineering on Unsplash Suppose you are fitting a large number …
How to Fine-Tune Llama 2 With LoRA
Author(s): Derrick Mwiti Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Simon Wiedensohler on Unsplash Until recently, fine-tuning large language models (LLMs) on a single GPU was a pipe dream. This …
SQL Quick Revision + Practice Guide for Data Analyst/ Data Engineer Interviews — (Part — III)
Author(s): Kamireddy Mahendra Originally published on Towards AI. SQL Advanced Concept — Window Functions — In detailed and simple Guide This member-only story is on us. Upgrade to access all of Medium. Photo by Rob Wingate on Unsplash To excel in data …
5 Key Techniques for Boosting LLMs You Must Know
Author(s): Nicholas Poon Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. You’ve probably heard about Large Language Models by now, as they’ve been making significant strides in the AI landscape recently. Therefore, understanding …
TAI #122; LLMs for Enterprise Tasks; Agent Builders or Fully Custom Pipelines?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, the focus on customizing LLMs for enterprises gained further momentum with Microsoft’s announcement of Copilot Studio agents, following Salesforce’s launch of AgentForce …
Mastering Contextual Bandits: Personalization and Decision-Making in Real-Time
Author(s): Joseph Robinson, Ph.D. Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Contextual bandits extend traditional multi-armed bandit algorithms by incorporating contextual data to make more personalized, adaptive decisions. This blog explores the …
Zamba2–7B: Setting New Standards in NLP Performance and Efficiency — 25% Faster Inference with Step-by-Step Setup Guide
Author(s): Md Monsur ali Originally published on Towards AI. Achieve State-of-the-Art Benchmark Performance with Zamba2–7B: A Comprehensive Tutorial on Setup and Performance Check Against Leading 7B Models like Llama3–8B and Mistral This member-only story is on us. Upgrade to access all of …
How to Build Agents With Websearch Capabilities
Author(s): Julia Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Mohammad Rahmani on Unsplash In this article, we explore how to build an Agentic Retrieval-Augmented Generation (RAG) system using the Intel …
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