Exciting New Methods for Efficient Fine-Tuning of LLMs using PEFT (BOFT, VeRA, and PiSSA)
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. The latest update to Huggingface’s PEFT v0.11.0 introduces several new Parameter-Efficient Fine-Tuning (PEFT) techniques (BOFT, VeRA, and PiSSA) PEFT has been at the forefront of fine-tuning techniques due to its relative simplicity …
Building a Simple AI Agent With OpenAI Tools
Author(s): Varad Khonde Originally published on Towards AI. Photo by Andrew Neel on Unsplash OPENAI has recently added tool calling functionality that can connect the language models to external tools. As given in this article https://platform.openai.com/docs/guides/function-calling, In an API call, you can …
Learn AI Together — Towards AI Community Newsletter #24
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we have quite an actionable newsletter with opportunities to join beta tests, run demos, contribute to open-source projects, work on research projects, and more. What’s AI …
Kubernetes 101: Grasping the Fundamentals ☸️
Author(s): Afaque Umer Originally published on Towards AI. Kubernetes 101: Grasping the Fundamentals ☸️ Photo by Andrea Zanenga on Unsplash The Problem ⁉️ It’s no secret that the craze for running containerized applications has surged in recent years. The demand for container …
Llama 3 + Llama.cpp is the local AI Heaven
Author(s): Vatsal Saglani Originally published on Towards AI. Build a fully local (nano) DiagramGPT using Llama 3 8B and learn about inline function callingImage by ChatGPT This is the third time in three weeks that I’m writing about developing AI-powered or GenAI-powered …
Revolutionizing Autonomy: CNNs in Self-Driving Cars
Author(s): Cristian Rodríguez Originally published on Towards AI. Photo by Erik Mclean on Unsplash This article uses the convolutional neural network (CNN) approach to implement a self-driving car by predicting the steering wheel angle from input images of three front cameras in …
Design a Multi-Layer Perceptron (MLP) Neural Network for Classification
Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by Girl with red hat on Unsplash Overview This project solves a classification problem with a multilayer perceptron designed from the ground up. The model is used to predict if a customer is …
Creating a Smart Home AI Assistant
Author(s): Michael K Originally published on Towards AI. Source: Image generated by the author (using Adobe Generative AI) The hardware AI assistants recently released have been making splashes in the news which gave me a lot of inspiration around the concept of …
Learn AI Together — Towards AI Community Newsletter #23
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! One of the major roadblocks for those diving into AI now is not knowing where to start. I tried to make that part easier with this GitHub Repository …
Hypothesis Testing Simplified.
Author(s): Karan Kaul | カラン Originally published on Towards AI. Photo by Dan Cristian Pădureț on Unsplash Storytime Imagine this — You got a new personal high score of 98 on your favourite game. You feel proud of this achievement & you …
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