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Areas Served: AI Ethics, The Trolley Problem Reimagined
Author(s): Caden Ornt Originally published on Towards AI. AI is increasingly becoming a part of everyday life, but teaching it to make ethical decisions may be problematic without universal ethical rules.Photo by Brigitta Schneiter on Unsplash The Trolley Problem is a classic …
CrewAi + Solor/Hermes + Langchain + Ollama = Super Ai Agent
Author(s): Gao Dalie (高達烈) Originally published on Towards AI. As technology booms, AI Agents are becoming game changers, quickly becoming partners in problem-solving, creativity, and innovation, and this is what makes CrewAI unique. Can you imagine? In just a few minutes, you …
20x Savings on OpenAI Bills by This Simple Method
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. LLMLingua uses GPT2-small and LLaMA-2-7B to decrease the prompt size by 20x TLDR: If you want to U+1F4B0 Save Cost by reducing both prompt and generation lengths.U+1F4DD Extend Context Support beyond …
Tutorial: Publishing a Custom Version of ChatGPT on the GPT Store
Author(s): Towards AI Editorial Team Originally published on Towards AI. The GPT Store and Customizable GPTs OpenAI introduced the GPT Store on January 10, offering ChatGPT Plus, Team, and Enterprise users a platform to find and create custom versions of ChatGPT. …
OpenChat 7B An Open Source Model That Beats ChatGPT-3.5
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Another great mid-size LLM in the Open Source Arena! When it rains, it Pours! OpenChat brings a novel method to train large language models. It incorporates SFT (Supervised fine-tuning) and RLFT …
Tabular Data Exploration and Modelling with LLMs
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Exploring the way to perform tabular data science activity with LLMImage developed by DALL.E Large Language Models have been rising recently and will be like that in the upcoming year. The rise could …
The GPT Store: Is the Hype Justified?
Author(s): Jorge Alcántara Barroso Originally published on Towards AI. OpenAI has just launched the GPT Store, which is now available to ChatGPT Plus, Team (new!), and Enterprise users. The store offers a space where developers can create and distribute their custom GPT-based …
Is Mamba the End of ChatGPT As We Know It?
Author(s): Ignacio de Gregorio Originally published on Towards AI. The Great New Question Two researchers have made the boldest claim in years: throwing the biggest algorithmic breakthrough of the 21st century out the window. Named Mamba, it achieves what was once thought …
Learn AI Together — Towards AI Community Newsletter #7
Author(s): Towards AI Editorial Team Originally published on Towards AI. Welcome back to the community newsletter after a two-week break for the holidays! We are back with some cool news, interesting and helpful articles, and opportunities! Let’s get right into it. This …
Gradient Descent and the Melody of Optimization Algorithms
Author(s): Abhinav Kimothi Originally published on Towards AI. Source : Image generated using AI by Author If you work in the field of artificial intelligence, Gradient Descent is one of the first terms you’ll hear. It is the fundamental optimization algorithm used …
Psychopathology of Large Language Models: Foundation Models in a Neurobiological Perspective
Author(s): Alberto Paderno Originally published on Towards AI. Psychopathology of Large Language Models: Foundation Models in a Neurobiological Perspective Optimal Brain Damage, Synaptic Pruning, and the Problem of “Hallucinations” Artificial psychosurgery, modifying the architecture to improve the function — Image generated by …
Page by Page Review: Mixtral of Experts (8x7B)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. A completely opensource model that could dominate the entrepreneurial scene in the field of Generative AI TLDR: Core points: Mixtral is a Sparse Mixture of Experts (SMoE)It has 8 expert models. …
Data Reliability 101: A Practical Guide to Data Validation Using Pydantic in Data Science Projects
Author(s): Shivamshinde Originally published on Towards AI. This article will explain Why data validation is needed for the Python code, How it’s done using the Pydantic library, and How to integrate it into your data science projects. Photo by Anthony Bressy on …
What is RAG?
Author(s): Louis Bouchard Originally published on Towards AI. Retrieval augmented generation simply explained Originally published on louisbouchard.ai, read it 2 days before on my blog! When using ChatGPT, you most probably have encountered responses like, “I’m sorry, but as of my last …
This AI newsletter is all you need #81
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we have been watching signs of competition heating up in LLM Chatbot products, with Google and Microsoft developing their ChatGPT alternatives. ChatGPT …
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