A Comprehensive Introduction to Instruction Fine-Tuning for LLMs
Author(s): Youssef Hosni Originally published on Towards AI. Instruction tuning is a process used to enhance large language models (LLMs) by refining their ability to follow specific instructions. OpenAI’s work on InstructGPT first introduced instruction fine-tuning. InstructGPT was trained to follow human …
From Pixels to Words: How Model Understands? 🤝🤝
Author(s): JAIGANESAN Originally published on Towards AI. From Pixels to Words: How Model Understands? 🤝🤝 From the pixels of images to the words of language, explore how multimodal AI models bridge diverse data types through sophisticated embedding communication. 👾 Photo by Andy …
Deep Learning Weight Initialization Techniques
Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by Jakob Boman on Unsplash Introduction A neural network is a constellation of neurons arranged in layers. Each layer is a mathematical transformation that can be linear, non-linear, or a combination of both. …
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 …
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 …
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 Method OpenAI Uses to Extract Interpretable Concepts from GPT-4
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
History, AI, and Non-Consumption: Part II, The Innovation Paradox
Author(s): Adel Zaalouk Originally published on Towards AI. In part I of this series, we delved into the history of AI, journeying through periods of both promise and stagnation known as “AI Winters.” Today, we’re zooming in on the “why” behind these …
Revolutionizing AI with DeepSeekMoE: Fine-grained Expert and Shared Expert isolation 🧞♂️
Author(s): JAIGANESAN Originally published on Towards AI. Revolutionizing AI with DeepSeekMoE: Fine-grained Expert and Shared Expert isolation 🧞♂️ JAIGANESAN · Follow Published in Towards AI ·11 min read·1 hour ago 1 Listen Share Image by Imaginium from Pixabay In this article, we’re …
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