Designing Hardware-Aware Algorithms: FlashAttention Explained
Content1 If Attention is All You Need, Let’s Make it Better…2 Introduction3 Prerequisites4 Designing Hardware-Aware And Memory-Efficient Algorithms5 FlashAttention (2022) Vijona31 Jan at 13:01 Designing Hardware-Aware Algorithms: FlashAttention If you…
How to Send Python Logs to OpenSearch Using Fluent Bit – Step-by-Step Guide
Content1 Use Case2 Prerequisites3 Step 1 – Install Python4 Step 2 – Set Up Python Logging5 Step 3 – Install Fluent Bit6 Step 4 – Configure Fluent Bit7 Step 5…
What’s New in YOLOv11: Transforming Object Detection Once Again Part 1
Content1 Introduction2 Benchmark Results3 4 Tasks Supported by YOLOv115 Model Versions6 Prerequisites7 Key Feature Highlights of the New Model8 YOLOv11 Demo9 Concluding Thoughts Vijona31 Jan at 13:53 YOLOv11: Overview and…
FlashAttention-2: GPU Computing Revolutionized Here
Content1 Introduction2 Prerequisites3 Reduce Non-Matmul FLOPs to Maintain High Throughput4 Adjusting How Work is Partitioned Among Warps to Reduce Shared Memory Access5 Increase Occupancy With More Parallelization6 Conclusion Vijona3 Feb…
OmniGen: Next-Generation Image Generation on Cloud GPUs
Vijona3 Feb at 11:46 Between Stable Diffusion 3.5 and FLUX.1: A Renaissance in Text-to-Image Generation Between Stable Diffusion 3.5 and FLUX.1, this year has seen another renaissance for text-to-image generation.…
Impact of Multi-Agent AI and GPU Technology on Sound-to-Text Solutions
Content1 Prerequisites2 Understanding Sound-to-Text Challenges3 Multi-Agent AI: The Key to Complexity in Sound-to-Text4 GPU Technology: Powering Sound-to-Text with Parallel Processing5 Application: Real-Time Customer Support Transcription Service6 Solution Architecture7 Future Trends…
How To Install the Apache Web Server on Debian 11 – Step-by-Step Guide
Content1 Prerequisites2 Step 1 — Installing Apache3 Step 2 — Adjusting the Firewall4 Step 3 — Checking your Web Server5 Step 4 — Managing the Apache Process6 Step 5 —…
How To Install Ruby on Rails with rbenv on Ubuntu 22.04
Content1 Prerequisites2 Step 1 – Install rbenv and Dependencies3 Step 2 – Installing Ruby with ruby-build4 Step 3 – Working with Gems5 Step 4 – Installing Rails6 Step 5 –…
How to Install Ruby on Rails with rbenv on macOS: Step-by-Step Guide
Content1 Prerequisites2 Step 1 — Installing rbenv3 Step 2 — Installing Ruby4 Step 3 — Working with Gems5 Step 4 — Installing Rails6 Step 5 — Updating and Uninstalling rbenv…