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Areas Served: Creating an Audio Classification Pipeline for Identifying Classical Music Composers
Author(s): Dmytro Iakubovskyi Originally published on Towards AI. A step-by-step guide for building the audio-based Machine Learning classification model for several top classical composers and making it live through Hugging FacePhoto by Stefany Andrade on Unsplash While figuring out the authorship of …
Entity Recognition with LLM: A Complete Evaluation
Author(s): Patrick Meyer Originally published on Towards AI. Photo by Alexander Grey on Unsplash Thanks to their size, large language models (LLMs) have acquired formidable language processing skills. With little or no examples, they are able to perform language processing operations such …
A Simple Hugging Face Guide to Chatting with the Llama-2 7B Model in a Colab Notebook
Author(s): Kris Ograbek Originally published on Towards AI. It’s easier than you think!Photo by Glib Albovsky on Unsplash If you’re into open-source LLMs, you see Llamas everywhere. At least I do 🙂 So I’ve finally decided to play with Llama 2 by …
FuncReAct: ReAct Agent Using OpenAI Function Calling
Author(s): Vatsal Saglani Originally published on Towards AI. The Finale (Part 4) — Completing the ReAct RAG BotPrompting techniques. In the final part of this blog series, we will put all of the components we discussed in the previous blogs — parts …
FuncReAct: ReAct Agent Using OpenAI Function Calling
Author(s): Vatsal Saglani Originally published on Towards AI. Part 3— Individual ReAct RAG bot componentsPrompting techniques. In the previous blog, we discussed the Chain-of-Thought prompting technique and saw some of the examples for that. Also, we discussed the inspiration behind the ReAct …
Who Needs Photo Editors?! — Massive Image Manipulation Tutorial in Python
Author(s): Bex T. Originally published on Towards AI. Transform and manipulate images at will with scikit-imageImage by Midjourney We are here on a sad business. Very sad, indeed. We are here to learn how to take beautiful, breathtaking images and turn them …
Reinforcement Learning: Dynamic Programming and Monte Carlo — Part 2
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Introducing two simple iterative techniques to solve the Markov Decision ProcessImage by Wil Stewart on Unsplash In the previous article — Part 1 — we have formulated the Markov Decision Process (MDP) as …
FuncReAct: ReAct Agent Using OpenAI Function Calling
Author(s): Vatsal Saglani Originally published on Towards AI. Prompting techniques. If you still don’t know what prompting is, then you are probably living under a rock or probably just woke up from a comma. Prompting, with respect to LLMs and Generative AI, …
Unveiling AI Hallucinations: Decoding the Dark Side of AI Models
Author(s): Louis Bouchard Originally published on Towards AI. An introduction to explainable AI Originally published on louisbouchard.ai, read it 2 days before on my blog! Powerful artificial intelligence models like DALLE or ChatGPT are super useful and fun to use. But what …
OpenAI Blows Open the Gates to Enterprise AI
Author(s): Jorge Alcántara Barroso Originally published on Towards AI. Welcome to the future of enterprise solutions: a space being taken over by Artificial Intelligence (AI), and, more specifically, OpenAI’s new B2B focus. With the explosion of tools and technologies, enterprises are riding …
Implement Gradient Descent with Linear Regression Model
Author(s): Flo Originally published on Towards AI. Predicting salary based on years of experience Top highlight Image by Flo This article illustrates how to build in less than 5 minutes a simple linear regression model with gradient descent. The goal is to …
ChatGPT Enterprise — To Go Where No LLM Has Gone Before
Author(s): Cezary Gesikowski Originally published on Towards AI. OpenAI launches a business-oriented version of ChatGPT-4image: Photo by Razvan Chisu on Unsplash U+007C edited in PS Beta by the author OpenAI has just announced the launch of ChatGPT Enterprise. This decision emerges from …
Interpretable AI with SHAP
Author(s): Quin Daly Originally published on Towards AI. Photo by Nik Korba on Unsplash We live in the age of AI. It’s all around us, and the media doesn’t allow us to forget the impact that it continues to have on the …
‘Chat With Company Documents’ Using Azure OpenAI
Author(s): Stephen Bonifacio Originally published on Towards AI. Large Language Models (LLMs) like ChatGPT store a vast repository of knowledge within their billions of parameters as they are trained on massive amounts of text from the internet. However, their knowledge is only …
Automatic Differentiation with Python and C++ for Deep Learning
Author(s): Luiz doleron Originally published on Towards AI. This story explores automatic differentiation, a feature of modern Deep Learning frameworks that automatically calculates the parameter gradients during the training loop. The story introduces this technology in conjunction with practical examples using Python …
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