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Areas Served: Introductory Notes on Stable Diffusion and Stable Video Diffusion
Author(s): Nieves Crasto Originally published on Towards AI. Photo by Chaozzy Lin on Unsplash [1] Rombach, Robin, et al. “High-resolution image synthesis with latent diffusion models.” Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2022. Stable diffusion represents a …
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 world’s data iceberg. Most of the world’s data is below the ocean surface because of privacy …
I Tested Apple’s New MLX Framework Against Torch on M2 Air
Author(s): Tim Cvetko Originally published on Towards AI. MLX vs Torch on BERT — Training, Inference, and CPU Usage Comparison On Tuesday, Apple’s AI team released “MLX” — the new machine learning framework designed to work specifically for the Apple Silicon Chips. …
Computational Linguistics: Detecting AI-Generated Text
Author(s): Matteo Consoli Originally published on Towards AI. AI content indicators: ASL, readability, simplicity, and burstiness. Introduction Every time I read something on Medium or LinkedIn, I can’t stop thinking whether it’s written by a human or it’s a text generated by …
An In-depth exploration of Rotary Position Embedding (RoPE)
Author(s): Florian Originally published on Towards AI. including principles, visual illustrations, and code Rotary Position Embedding (RoPE)[1] is a widely used positional encoding technique, which is utilized by many large language models such as Llama[2], Llama2[3], PaLM[4], CodeGen[5], and more. Recently, I …
The Future of Resumes: Craft Your Interactive Resume Web App
Author(s): Muhammad Saad Uddin Originally published on Towards AI. Welcome to the digital age, where paper resumes are as outdated as dial-up internet! If you’re still sending out PDF resumes, I hate to break it to you, but that’s about as cutting …
A Movie Recommendation System Using Nearest Neighbours and TensorFlow.
Author(s): Rakesh M K Originally published on Towards AI. Credits: Bing Image Creator. We get recommendations from lot many websites and mobile applications like Netflix, amazon, Flipkart even in ‘medium’. There are many ways to develop a recommendation system, which depends on …
Learn AI Together — Towards AI Community Newsletter #6
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! I’m thrilled to share some exciting updates in this week’s Learn AI Together newsletter. First, we’re 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. …
Using Vega-Lite for Data Visualization
Author(s): Angelica Lo Duca Originally published on Towards AI. A tutorial on how to start using Vega-Lite to draw charts.Image by Author Vega-lite is a concise JSON representation of a Vega visualization. Vega is a visualization grammar used to represent the elements …
Efficient Data Import into MySQL and PostgreSQL: Mastering Command-Line Techniques
Author(s): Abdulraqib Omotosho Originally published on Towards AI. Photo by Rubaitul Azad on Unsplash In the field of database management, the ability to seamlessly import data is a crucial skill for any developer or data professional. While graphical user interfaces (GUIs) and …
Top Important LLM Papers for the Week from 11/12 to 17/12
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Mixtral 8x7B, The New World’s 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, it’s different. Emulating one of the core features that turned OpenAI’s …
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 …
From Raw to Refined: A Journey Through Data Preprocessing — Part 4: Data Encoding
Author(s): Shivamshinde Originally published on Towards AI. Photo by Héctor J. Rivas on Unsplash Why data encoding is necessary Humans can understand textual information. However, this is not the case for machines and any algorithms that machines run. Machines and algorithms only …
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