Build a Personal ML Model Registry with Replicate in 5 mins
Author(s): Tim Cvetko Originally published on Towards AI. Developer’s Guide to Hosting any ML Model and Charging for It Coders have GitHub. Designers have Behance. Damn it, why can’t I have a portfolio full of ML models?! 🙂 The idea is simple: …
Parameter Efficient Fine Tuning (PEFT), Inference, and Evaluation of LLM model using LoRA
Author(s): Steve George Originally published on Towards AI. LLM has been able to solve a lot of real world problems which includes sentimental analysis, classification, summarization, chatbot and many more. However these models needs to be retrained based on the use-case to …
This AI newsletter is all you need #95
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week was busy with significant model upgrades to GPT-4 Turbo, Grok 1.5, and Google Gemma model series, as well as a new open-source …
The Ethics of AI in Warfare
Author(s): Nimit Bhardwaj Originally published on Towards AI. The Ethics of AI in Warfare Analyzing the moral dilemmas of using AI in military applications and autonomous weapons. Artificial Intelligence (AI) continues to develop as a transformative force across many spheres of life, …
AI + Robotics: Breakthroughs and Trends at CVPR 2024
Author(s): Luhui Hu Originally published on Towards AI. Aurorain Robot illustration (generated by GPT-4) The annual Conference on Computer Vision and Pattern Recognition (CVPR) has always been a beacon for cutting-edge research in the tech community. CVPR 2024 is no exception, particularly …
Prompt Engineering Best Practices: Text Summarization & Information Retrieval
Author(s): Youssef Hosni Originally published on Towards AI. In today’s fast-paced world, we’re inundated with an overwhelming amount of text, leaving little time to read everything we desire. A fascinating application of large language models is their use in text summarization and …
Image Function Calls Made Easy with Claudetools
Author(s): Vatsal Saglani Originally published on Towards AI. Unlock the power of the Claude 3 models to seamlessly convert images into actionable structured outputs.Image generated using ChatGPT Up until now OpenAI models were best in class for generating structured JSON outputs and …
REACH: Enterprise RAG Framework
Author(s): Ketan Bhavsar Originally published on Towards AI. REACH: Responsible Enterprise AI for Conversational Harmony — A Unified RAG Framework for Enhanced User Experiences in ChatBots I have been working on marketing technology solutions for more than a year now, and one …
Exploring the TensorFlow Ecosystem: A Comprehensive Overview
Author(s): Youssef Hosni Originally published on Towards AI. An Overview of Tensorflow EcoSystem TensorFlow is a pivotal deep-learning framework developed by Google. Most people know TensorFlow for training deep learning models, however, the TensorFlow ecosystem has more components. This emphasized the aim …
How AI is Paving the Way for a New Middle-Class
Author(s): Cezary Gesikowski Originally published on Towards AI. The vision of AI empowering, not replacing, human workersimage by the author via GAI “The unique opportunity that artificial intelligence [AI] offers to the labour market is to extend the relevance, reach, and value …
AI in Football — Biases in Expected Goals (xG) Models Confound Finishing Ability: Part 1
Author(s): Saankhya Mondal Originally published on Towards AI. This post will discuss the findings of the “Biases in Expected Goals Models Confound Finishing Ability” paper, published by researchers at the KU Leuven Institute for Artificial Intelligence, Belgium. Part 1 discusses different biases …
Inside Ferret-UI: Apple’s Multimodal LLM for Mobile Screen Understanding
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 165,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
The Fears and Opportunities of AI Written Content
Author(s): Jim the AI Whisperer Originally published on Towards AI. The AI writing balancing act: Is AI an obstacle, or opportunity for the writers and readers willing to embrace a new medium? Top highlight The current discussion around the role of artificial …
Midjourney Explorations — A World of Cats
Author(s): PromptDervish Originally published on Towards AI. Let’s explore cats and advanced techniques for creating new creatures, extending styles using sref, and creating variations with /describe. Welcome to another Midjourney exploration. In my previous two articles (links at the end of the …
AI and Deepfakes in the Courtroom
Author(s): Nimit Bhardwaj Originally published on Towards AI. AI and Deepfakes in the Courtroom Image generated by DALL·E From seamlessly swapping audio/visual elements to fabricating entirely false material, the impact of deepfakes on public trust and society looms large, especially in the …
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