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Microsoft Open Sources LMOps: A New Research Initiative to Enable Applications Development with Foundation Models, Part II
Author(s): Jesus Rodriguez Originally published on Towards AI. A collection of research papers and open-source toolkits to streamline core building blocks of application development with foundation models. Image Credit: https://www.protocol.com/enterprise/foundation-models-ai-standards-stanford I recently started an AI-focused educational newsletter, that already has over 150,000 …
Bringing Photos to Life: Creating Customized Animated Videos using Generative AI
Author(s): Ana Bildea Originally published on Towards AI. A step-by-step tutorial on how to create a personalized video with AI https://www.youtube.com/embed/r-y-KBE7VAY These days are wild in terms of Artificial Intelligence (AI). Generative AI tools are sprouting up like mushrooms all over the …
RLPrompt Uses Reinforcement Learning for Prompt Optimization
Author(s): Jesus Rodriguez Originally published on Towards AI. The new research from Carnegie Mellon University formulates prompt optimization as a policy optimization problem. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a …
Meet Composer: Alibaba’s New Text-to-Image Super Model that Provider More Control Over the Outputs
Author(s): Jesus Rodriguez Originally published on Towards AI. The technique extends diffusion models with better control primitives. Image Credit: Alibaba Research I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, no …
Is AI Becoming the Gatekeeper and Mouthpiece of Knowledge?
Author(s): Building Blocks Originally published on Towards AI. AI vs. Human Expertise: The Growing Dependence on Machine-Provided Knowledge Machines have been assisting humans in their day-to-day activities for a long time. So much so that we don’t even notice how ubiquitous they …
Inside LangChain: The Open Source Large Language Model Framework Everyone is Talking About
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most popular new frameworks for building LLM applications. Top highlight Image Credit: LangChain I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning …
Meet Alpaca: Stanford University’s Instruction-Following Language Model that Matches GPT-3.5 Performance
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is based on Meta AI’s LLaMA and remains significatively smaller than GPT-3.5. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
A Beginner’s Guide to Building a Conditional GAN.
Author(s): Pere Martra Originally published on Towards AI. A comprehensive guide to creating conditional GANs with TensorFlow, Python and Keras for imaging generation. Image generated by author using Dall.E 2 A GAN can be used to make images similar to those of …
Meet MiniGPT-4: The Surprising Open Source Vision-Language Model that Matches the Performance of GPT-4
Author(s): Jesus Rodriguez Originally published on Towards AI. The model expands Vicuna with vision capabilities similar to BLIP-2 in one of the most interesting open source releases in the multi-modality space. Top highlight Created Using Midjourney I recently started an AI-focused educational …
MiniGPT-4: ChatGPT for your images
Author(s): Sriram Parthasarathy Originally published on Towards AI. Use MiniGPT-4 to describe your images in detail, identify objects, recognize scenes, and generate captions & social media ads. MiniGPT-4 is an AI model that uses a combination of language and visual processing to …
ChatGPT: a Supermind on a Mission to Change the World
Author(s): Cezary Gesikowski Originally published on Towards AI. How OpenAI Aims to Solve Tomorrow’s Problems with Augmented Collective Intelligence. “Problems can never be solved with the same thinking that originated them.” — Albert Einstein Image by the author ChatGPT, a chatbot launched …
Inside Generative Agents: Google and Stanford University’s Generative AI Method that Created Agents that Simulated Human Behavior
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most fascinating papers of the year uses generative AI to provide some insights into the emergence of human behavior. Image Credit: Google-Stanford University I recently started an AI-focused educational newsletter, that …
From Inner Landscapes to AI Wisdom: Unraveling the Self Through Positive Disintegration and Generative AI
Author(s): Cezary Gesikowski Originally published on Towards AI. How Large Language Models like ChatGPT can redefine personal growth, self-awareness, and moral development in the age of technology “The concerns that define our time require much more than just better policy. They require …
Meet CodeT5+: Salesforce Research New Open Source Code Generation LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. The suite of models exhibited abilities such as zero-shot learning and mathematical reasoning. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Are We Headed for an AI-Driven Generational Hunger Games?
Author(s): Cezary Gesikowski Originally published on Towards AI. How ChatGPT Could Redefine the Workplace for Boomers, Gen Xers, Millennials, Gen Z, and Rising Gen Alpha Each new generation born is in effect an invasion of civilization by little barbarians, who must be …
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