Running the Eigen GPU Tests
Author(s): Luiz doleron Originally published on Towards AI. Today, GPUs are critical to perform fast computations, in particular, for artificial intelligence applications. Testing your code on the GPU is also critical, but usually, it is put aside because of the intrinsic complexity. …
Reinforcement Learning: Multi-Agent Cooperation with MADQNβ Part 5
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Multi-agent reinforcement learning with 3 MADQN frameworks on the ma-gymβs βSwitch4β environmentImage by Nik Korba on Unsplash With the introduction of Function Approximation methods in Part 4, we are ready to solve Reinforcement …
Microsoft PHI-2 + Huggine Face + Langchain = Super Tiny Chatbot
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. Today, Microsoft Research released the latest version of the small language model (SLM) Phi-2, which has only 2.7 billion sets of parameters. So, In this Post, we will learn what Microsoft Phi-2 is, …
Antigranular: How to Access Sensitive Datasets Without Looking At Them
Author(s): Bex T. Originally published on Towards AI. and developing privacy-first data projectsImage by me with Leonardo AI Today, open-source data represents the tip of the worldβs data iceberg. Most of the worldβs data is below the ocean surface because of privacy …
Learn AI Together β Towards AI Community Newsletter #6
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! Iβm thrilled to share some exciting updates in this weekβs Learn AI Together newsletter. First, weβre launching the RAG for Production with LlamaIndex and LangChain course. This (completely …
Inside Chain of Code: Google DeepMind Method that can Reason in Code
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Mixtral 8x7B, The New Worldβs Best Pound-For-Pound AI
Author(s): Ignacio de Gregorio Originally published on Towards AI. The Power of Combining Experts Just like any other week these days, a new open-source model has come out. But this time, itβs different. Emulating one of the core features that turned OpenAIβs …
Hebbian Learning: Neurons That Fire Together, Wire Together
Author(s): Davide Coccomini Originally published on Towards AI. If we want to talk about Hebbian Learning, we need to start talking about the more general concept of bio-inspired design. Bio-inspired design, also known as biomimicry, is an innovative approach that takes cues …
3 Reasons to Learn AI Risk Management in 2024
Author(s): Taimur Ijlal Originally published on Towards AI. AI Risk Management is the future… Why you should learn it ASAP You might have heard about this pesky thing called AI in 2023. If you have already gotten sick to the core of …
PowerInfer: 11x Speed up LLaMA II Inference On a Local GPU
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Some neurons are HOT! Some are cold! A clever way of using a GPU-CPU hybrid interface to achieve impressive speeds! In the last article, we saw that a clever compiler, quantization, …
How Do Inherently Interpretable AI Models Work? β GAMINET
Author(s): Indraneel Dutta Baruah Originally published on Towards AI. Source: interpretable-ml-book The field of deep learning has grown exponentially and the recent craze about ChatGPT is proof of the same. The models are becoming more and more complex with deeper layers leading …
This AI newsletter is all you need #78
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Towards AI, Activeloop, and the Intel Disruptor Initiative are excited to collaborate to release our βRetrieval Augmented Generation for Production with LlamaIndex and LangChain.β …
AI Policy Research That Matters β CAIDP Policy Clinic Review
Author(s): Cezary Gesikowski Originally published on Towards AI. Do you want to responsibly develop and deploy AI globally?image by the author via Midjourney Artificial Intelligence (AI) spans theories and activities from tagging datasets to contemplating the nature of consciousness β and everything …
Mixtral-8x7B + GPT-3 + LLAMA2 70B = The Winner
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. While everyoneβs focused on the release of Google Gemini quietly in thebackground Mixtral-8 x 7 Billion releases their open-source model. So, In this Article, weβre diving into some of the latest AI developments …
Inside FunSearch: Google DeepMindβs New LLM that is Able to Discover New Math and Computer Science Algorithms
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …