PixArt Alpha with Paperspace
In this tutorial, we introduce PixArt Alpha - the latest open source model for text-to-image generation to hit the market and give Stable Diffusion a challenger!
a year ago
Articles
Transformers for Natural Language Reasoning and Automated Symbolic Reasoning Tasks
In this article, we introduce the Transformers package, and detail how it facilitates notable NLP models like RoBERTa, SATformer, GPT-f, and more.
a year ago
How to interact with the FastAPI capability of the Stable Diffusion Web UI Gradio application
In this tutorial we show how to use Python to interact with a Stable Diffusion Web UI URL using the FastAPI backend.
a year ago
A Deep Dive into Paperspace's Infrastructure
In this article, we overview the infrastructure that allows Paperspace to serve its powerful GPU, CPU, and IPU machines.
a year ago
Audio
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Audio Transcription Effortlessly with Distill Whisper AI
In this article, we introduce and breakdown Distil Whisper: a new release that offers up to 6x speed up on running the Whisper model for audio transcription.
a year ago
Introduction to Uncertainty in Machine Learning Models: Aleatoric Uncertainty with TensorFlow Probability - part 2
In part 2 of this series on aleatoric uncertainty, we implement a solution with TensorFlow Probability.
a year ago
Introduction to Uncertainty in Machine Learning Models: Concepts and Methods - part 1
In part 1 of this introductory series on uncertainty in ML models, we introduce several proven concepts and methods for identifying two types of uncertainty and evaluating them with statistical methodologies.
a year ago
YOLOv8: Pioneering Breakthroughs in Object Detection Technology
In this tutorial we will demonstrate the training of the YOLOv8 model using a custom dataset, evaluating its performance in predicting and analyzing web images. Additionally, this tutorial provides an overview of the YOLO model and its evolutionary advancements.
a year ago
MDP: Text-guided Image Editing by Manipulating Diffusion Path
In this tutorial, we understand the MDP model for text-guided image editing and show how you can try the model with a ready-to-use codebase on the Gradient Notebook.
a year ago
