How to Run a Tokenizer on a GPU for Faster NLP Processing
Learn the basics of running a tokenizer on GPU using Hugging Face and RAPIDS to quicken NLP workflows, reduce latency, and boost preprocessing.
Configure YOLOv8 for GPU: Accelerate Object Detection
Learn how to make YOLOv8 use a GPU for faster object detection. Step-by-step setup guide, troubleshooting tips, and performance optimization included.
Batch Normalization in Convolutional Neural Networks
Batch normalization is a term commonly mentioned in the context of convolutional neural networks. In this article, we are going to explore what it actually entails and its effects, if any, on the performance or overall behavior of convolutional neural networks.
Energy-Efficient Deep Learning — How Precision Scaling Reduces Carbon Footprint
Learn how precision scaling lowers compute needs, cuts energy use, and reduces the carbon footprint of deep learning models for sustainable AI.
How to Use LLM CLI to Deploy the GPT-4o Model on GPU cloud servers
Learn how to deploy and use OpenAI GPT-4o model effortlessly using the LLM CLI on GPU cloud servers.
Minimum GPU Benchmark for Video Editing on GPU Droplets
Learn how to leverage the cloud provider’s NVIDIA H100 GPU Droplets for high-performance video editing. This tutorial walks you through setting up FFmpeg with GPU acceleration on a GPU Droplet running Ubuntu to scale videos to 4K resolution, optimize processing time, and enhance video output quality.
Splitting LLMs Across Multiple GPUs: Techniques, Tools, and Best Practices
Learn how to split large language models (LLMs) across multiple GPUs using top techniques, tools, and best practices for efficient distributed training.
Choosing the Best Text-to-Speech Models: F5-TTS, Kokoro, SparkTTS, and Sesame CSM
In this short review, we compare the strengths of four popular open-source TTS models, and try and find which performs the best on a standaradized task.
Exploring SOTA: A Guide to Cutting-Edge AI Models
Explore cutting-edge AI with our guide to state-of-the-art models, their innovations, use cases, and impact across industries and research.
How to Perform Batch Inferencing with the cloud provider’s 1-Click Models
In this article, we will understand what is batch inferencing and demonstrate on how to do that using DigitalOcea’s 1-Click Model
