Exploration of Parameters-efficient fine-tuning methods (LoRA/MoRA/DoRA) in LLM
Author(s): Anish Dubey Originally published on Towards AI. Introduction Pre-trained models using extensive general domain datasets have demonstrated impressive generalization abilities, benefiting a wide range of applications, from natural language processing (NLP) to multi-modal tasks. Adapting these general models for specific downstream …
Physics Informed Neural Networks — Case Study of Quantitative Structure-Property Relationships
Author(s): Kamil Oster Originally published on Towards AI. Physics Informed Neural Networks — Case Study of Quantitative Structure-Property Relationships Source: (2) Physics-Informed Neural Networks (PINNs): Bridging Deep Learning and Physical Laws | LinkedIn Hi! I came across the term Physics-Informed Neural Networks …
Neural Networks: Basic theory and architecture types
Author(s): Greg Postalian-Yrausquin Originally published on Towards AI. In this story, I would like to attempt to review and explain, at a high level and trying to use simple language, the theoretical fundamentals behind neural networks, the technologies that derive from them, …
Vision or Language, KAN, and Building LLMs for Production available in India! #28
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! After many requests from you guys, we are really excited to announce that our book, Building LLMs for Production, is now available for pre-order for all our community …
Rotary Positional Embedding(RoPE): Motivation and Implementation
Author(s): Harsh Maheshwari Originally published on Towards AI. Delve deeper into RoPE along with its code to understand the positional embedding in LLMs betterPhoto by Agence Olloweb on Unsplash Positional embedding plays a crucial role in transformer models by helping them distinguish …
Top Important LLMs Papers for the Week from 03/06 to 09/06
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Midjourney Improves the Website Tools for Generating!
Author(s): PromptDervish Originally published on Towards AI. Zooming and panning your generated images just got easier on the website. Midjourney has modified the web interface to make zooming, panning, and repainting easier and reduce the number of buttons on the lightbox. The …
The Best Alternative to GitHub Copilot: Continue.dev + Free AI
Author(s): Vishvaraj Dhanawade Originally published on Towards AI. Photo by Olia Danilevich: https://www.pexels.com/photo/man-sitting-in-front-of-three-computers-4974915/ In this article, we will use free AI services for code completion. And save tons of money from a GitHub Copilot subscription. First, we will configure continue.dev with the …
Why BERT is Not GPT
Author(s): Thiongo John W Originally published on Towards AI. Photo by david clarke on Unsplash The most recent breakthroughs in language models have been the use of neural network architectures to represent text. There is very little contention that large language models …
The Basics of Machine Learning in Earth Observation: An Introductory Guide.
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 The earth is a beautiful place with wonders and mysteries that can only be comprehended by a closer look, if you believe in the Big Bang, …
Genetic Algorithm For Optical Spectrum Defragmentation
Author(s): Bassem Essam Originally published on Towards AI. Genetic Algorithm For Optical Spectrum Defragmentation Bassem Essam · Follow Published in Towards AI ·9 min read·1 hour ago Listen Share Photo by digitale.de on Unsplash The genetic algorithm has many applications in real-world …
Why Most AI Platforms Won’t Actually Help You in College Admissions
Author(s): Ajay Natarajan Originally published on Towards AI. Ajay Natarajan · Follow Published in Towards AI ·5 min read·3 hours ago 12 Listen Share Source: Image by Laura Klusaite on NordVPN Large Language Models (LLMs) have been mainstream for close to 2 …
Top Important Computer Vision Papers for the Week from 03/06 to 09/06
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, …
Towards AI #103: Apple integrates GenAI
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie While the week started with some impressive new open model releases in China (Qwen2 LLM and Kling text-to-video model), anticipation was always building towards …
LLMs – How Do They Work?
Author(s): Eashan Mahajan Originally published on Towards AI. Photo by Michael Dziedzic on Unsplash By now, everyone’s become well-versed in the role of artificial intelligence. Headlines fill up with news from companies like OpenAI, Microsoft, and Google. With OpenAI releasing GPT-4o, it’s …
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