AI Digital Divide Crisis: Why Should You Care?
Author(s): Nima Shokouhfar Originally published on Towards AI. Source: By author Picture a world where Artificial Intelligence (AI) isnβt just a handy gadget β itβs as vital as oxygen itself, empowering you to learn, work, and shape your future like never before. …
Representation Engineering: Explained In Depth
Author(s): David Schiff Originally published on Towards AI. What is representation engineering? Itβs a simple top down approach partially inspired by neuro/cognitive science in order to gain some control of a model. What type of control? Well, pretty much anything so it …
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
Author(s): Reza Yazdanfar Originally published on Towards AI. Yes I know the subtitle seems too catchy 😅 Iβm skipping the part to say βyay, time series is important but challenging! and β¦β which means I assume the reader knows the delicacy of …
Transposed Weight Matrices in TensorFlow
Author(s): Malcolm Lett Originally published on Towards AI. Iβve been working through DeepLearning.AIβs βMachine Learning Specializationβ course on Coursera. In one lab, we are asked to create a simple model within TensorFlow and to examine the shape of the weights produced by …
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 Huggingfaceβs 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 β 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. Whatβs AI …
Intro to DSPy: Simple Ideas To Improve Your RAG
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. Language models (LMs) like GPT-4 have transformed how we interact with machine learning systems, tackling tasks from code generation to creating detailed travel plans. However, these models often need help with reliability issues, …
ExtractThinker: AI Document Intelligence with LLMs
Author(s): JΓΊlio Almeida Originally published on Towards AI. Introduction Itβs been a long road to get here. Iβve been working with LLMs since October 2021 (OpenAI Codex) and immediately started working on extraction. I tried to build a solution in .NET similar …
AI-Generated Animations Are Here (Almostβ¦)
Author(s): Shahzeb Naveed Originally published on Towards AI. AI bot sliding on a sine curve. (Source: Author/Adobe Firefly) Last week, as I scrolled through my Instagram feed, an animation video popped up in the famous 3Blue1Brown style explaining how Convolution Neural Networks …
Top Important LLM Papers for the Week from 06/05 to 12/05
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 …
Crafting QA Tool with Reading Abilities Using RAG and Text-to-Speech
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Develop your QA Chat Tool with the latest advancements in AI research.Image generated with ideogram.ai We have been in a year where LLM has been used massively by many companies. From simple search …
This AI newsletter is all you need #99
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This was a huge week for new model releases, with Alphafold-3 and GPT-4o both unlocking many new capabilities and AI use cases in very …
Exploring Linear Regression for Spatial Analysis.
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Exploring Linear Regression for Spatial Analysis. Created by the author with DALL E-3 Machine learning has become very popular in the world of technology, this is evidenced as witnessed in social media with …
Building Blocks of an LLM and How To Choose the Right Model and Framework To Build a LLM Based Application
Author(s): Hari Harasudhan Duraidhayalu Originally published on Towards AI. Evolution of LLM Large Language Models have been the topic of discussion in every organization ever since OpenAI launched ChatGPT. Every organization is exploring its options around building applications that can utilize this …
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