FlashAttention-2
‘This article explains the techniques that made FlashAttention-2 successful in achieving 2x wall-clock speedup over FlashAttention.’
Ming-lite-omni – Open-Source Breakthrough in Unified Multimodal AI
Discover Ming-lite-omni, a lightweight open-source multimodal AI model that understands and generates text, images, audio, and video with just 2.8B parameters.
Tensor Cores Explained in Simple Terms
Curious about Tensor Cores? Learn what they are, how they speed up AI and deep learning, and why they matter—all explained in an easy-to-follow way.
Creating a Personal Assistant with LLaMA 3.2
In this tutorial, we show how to create a custom personal assistant with DO GPU Droplets and LLaMA 3.2.
Intro to optimization in deep learning: Momentum, RMSProp and Adam
In this post, we take a look at a problem that plagues training of neural networks, pathological curvature.
Anomaly Detection in Python with Isolation Forest
Learn how to detect anomalies in datasets using the Isolation Forest algorithm in Python. Step-by-step guide with examples for efficient outlier detection.
Decision Trees Made Simple: Machine Learning Explained
Learn how decision trees work in machine learning, including their structure, use cases, advantages, and examples for classification and regression tasks.
How to Create an Email Newsletter Generator
The goal of this article is to show readers how LLMs, particularly the cloud provider’s 1-click models, can help with newsletter writing workflows.
Kolmogorov-Arnold Networks (KAN): Alternative to Multi-Layer Perceptron?
We explore an ML algorithm and examine whether Kolmogorov-Arnold Networks have the potential to replace Multi-layer Perceptrons.
I Made A New Clothing Try On App with Qwen Image Edit 2509
‘ In this tutorial, we introduce the new Qwen Image Edit 2509 clothing try on application. Follow along for instructions on using it, and an explanation on how to run it on the cloud provider. ‘
