Meet Fully OpenSource Foundation Model By Salesforce XGen-7B
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. This model allows long sequences of up to 8K tokens completely free Salesforce has a reputation for doing good work in the open-source world, including their image encoders models like blip …
From Many to Few: Tackling High-Dimensional Data with Dimensionality Reduction in Machine Learning
Author(s): Shivamshinde Originally published on Towards AI. Photo by Annie Spratt on Unsplash This article will discuss the curse of dimensionality in machine learning problems and dimensionality reduction as a solution for the issue. What is the Curse of Dimensionality? Sometimes a …
The Generative AI Revolution: Exploring the Current Landscape
Author(s): Towards AI Editorial Team Originally published on Towards AI. Generative AI has gained extensive attention and investment in the past year due to its ability to produce coherent text, images, code, and beyond-impressive outputs with just a simple textual prompt. However, …
Gorilla: Everything You Need to Know
Author(s): Muhammad Arham Originally published on Towards AI. This article introduces Gorilla; UC Berkeley, and Microsoft’s API support for Large Language Models. Image by Author Introduction LLMs suffer from outdated information and they require re-training to keep up-to-date with recent changes. With …
This AI newsletter is all you need #53
Author(s): Towards AI Editorial Team Originally published on Towards AI. Our in-depth practical Generative AI course has reached thousands of sign-ups! We launched our practical Generative AI course last week and we are excited with the positive reception. Thousands of people have …
Google’s Latest AI Model Enables Virtual Try On clothes with Unchanged Details and Flexible Poses
Author(s): Shen Huang Originally published on Towards AI. credit: https://tryondiffusion.github.io/ Google unveiled a new virtual try-on feature for Google shopping. One easiest example is to search for womens top in Google search and scroll down to look for a 4-pack layout unit. …
10 Sklearn Treasure Features Overlooked By 99% of Online Courses
Author(s): Bex T. Originally published on Towards AI. Buried in the docs. Waiting to be found. Image by me with Midjourney I’ve written more than two dozen articles on Sklearn, but it hasn’t always been my favorite library. In fact, because of …
Meet vLLM: UC Berkeley’s Open Source Framework for Super Fast and Chearp LLM Serving
Author(s): Jesus Rodriguez Originally published on Towards AI. The framework shows remarkable improvements compared to frameworks like Hugging Face’s Transformers. Top highlight Image Credit: UC Berkeley I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a …
Forget PIP, Conda, and requirements.txt! Use Poetry Instead And Thank Me Later
Author(s): Bex T. Originally published on Towards AI. Pain-free dependency management is finally here Image by me with Midjourney Library A requires Python 3.6. Library B relies on Library A but needs Python 3.9, and Library C depends on Library B but …
Build a Recommendation System with the Multi-Armed Bandit Algorithm
Author(s): Flo Originally published on Towards AI. Data exploration, Data exploitation, and Continuous Learning Top highlight stuffed animals-tisou, image by @walterwhites on OpenSea The Multi-Armed Algorithm is a reinforcement learning algorithm used for resource allocation and decision-making. We will explain how the …
Data Science Roadmap: From Beginner to Pro with ChatGPT
Author(s): Gencay I. Originally published on Towards AI. Harnessing the Power of ChatGPT and Python in Your Data Science Journey: A Comprehensive Roadmap. Image created in LeonardoAI Probably, you encountered one of my previous articles about Data Science but be aware that …
Evaluate and Monitor the Experiments With Your LLM App
Author(s): Konstantin Rink Originally published on Towards AI. Evaluation and tracking of your LLM experiments with TruLens This member-only story is on us. Upgrade to access all of Medium. Photo by Jonathan Diemel on Unsplash The development of a Large Language Model …
PatchTST — A Step Forward in Time Series Forecasting
Author(s): M. Haseeb Hassan Originally published on Towards AI. Gain a practical understanding of the PatchTST algorithm and its application in Python, along with N-BEATS and N-HiTS, by transitioning from theoretical knowledge to hands-on implementation. PatchTST — A Step Forward in Time …
Meet MPT-30B: A Fully OpenSouce LLM that Outperforms GPT-3
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Forget LAMP Stack: LLM stack is here! The Community has run with MPT-7B, which was downloaded over 3M times. Within a month, the community has created. LLaVA-MPT adds vision understanding to …
Probability Theory: Explaining Prediction of Uncertainty
Author(s): Abhijith S Babu Originally published on Towards AI. Our future, as we all know, is uncertain. Using the techniques available right now, it is nearly impossible to predict the future. But we still make plans for the future, assuming things will …
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