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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? — 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 “Retrieval Augmented Generation for Production with LlamaIndex and LangChain.” …
AI Policy Research That Matters — 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 — and everything …
Mixtral-8x7B + GPT-3 + LLAMA2 70B = The Winner
Author(s): Gao Dalie (高達烈) Originally published on Towards AI. While everyone’s focused on the release of Google Gemini quietly in thebackground Mixtral-8 x 7 Billion releases their open-source model. So, In this Article, we’re diving into some of the latest AI developments …
Inside FunSearch: Google DeepMind’s 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. …
Off the Mark: The Pitfalls of Metrics Gaming in AI Progress Races
Author(s): Tabrez Syed Originally published on Towards AI. One of my favorite cautionary tales of misaligned incentives is the urban legend of the Soviet nail factory. As the story goes, during a nail shortage in Lenin’s time, Soviet factories were given bonuses …
GNoMe, An AI that Advances Humanity by 800 Years
Author(s): Ignacio de Gregorio Originally published on Towards AI. Scaling Material Discovery with AI Top highlight Rarely us humans witness a technology that pushes our knowledge boundaries by months, or even years. Some would argue that ChatGPT has brought to us things …
A Layman’s Guide to Whether AI Could Really Kill Us All
Author(s): Chandrayan Gupta Originally published on Towards AI. Are reports of the demise of humankind greatly exaggerated?Photo courtesy of the author I have a dual degree in law and business management and my areas of speciality are mental health, writing tips, self-improvement, …
Learn AI Together — Towards AI Community Newsletter #5
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week’s podcast episode is a must-listen and stands out as the best among all 24 episodes so far. Greg shares incredible insights relevant not only for entrepreneurs …
Make Any* LLM fit Any GPU in 10 Lines of Code
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. An ingenious way of running models larger than the VRAM of the GPU. It may be slow but it freaking works! Who has enough money to spend on a GPU with …
Driving in the AI Era: Will Fear of AI Change Cost Lives?
Author(s): Pranath Fernando | AI Consultant Originally published on Towards AI. When your preferences cause more deaths, it might be time to reflectImage by Dalle-3 and the author You know that, sadly, many people die every year from driving accidents. But do …
Succeed on LinkedIn with 2020 and 2021 top voice Greg Coquillo
Author(s): Louis Bouchard Originally published on Towards AI. Episode 24 of the What’s AI Podcast I had a fascinating conversation with Greg Coquillo, a recognized LinkedIn top voice, senior product manager, and investor in AI startups. I surely took this opportunity to …
This AI newsletter is all you need #77
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI, the news was dominated by new Large Language Model releases from Google (Gemini) and Mistral (8x7B). The highly divergent approach …
(New Approach🔥) LLMs + Knowledge Graph: Handling Large Documents and Data or any Industry — Advanced
Author(s): Vaibhawkhemka Originally published on Towards AI. (New ApproachU+1F525) LLMs + Knowledge Graph: Handling Large Documents and Data or any Industry — Advanced Most of the real-world data replicates the Knowledge graph. In this messy world, one will hardly find linear data …
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