#gpu

AI

MU Muhammad Zubair Bin Akbar

What Is HPC and Why Does AI Need It?

Artificial Intelligence has changed dramatically over the last few years.

Aug 20, 2026 · 7 min read · 0 claps #ai #high-performace-computing #gpu

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MA Mary Lonia

I Told AI What I Wanted to Run. It Found the Compute

Here’s a prompt that would have sounded unrealistic six months ago:

Aug 19, 2026 · 6 min read · 200 claps #computes #nvidia-h200 #gpu

AI TCH

KU Kunwartejpal Singh Sidhu

Understanding HAMi by Following One Pod

If you’ve ever opened the HAMi repository for the first time, you probably know the feeling.

Aug 12, 2026 · 9 min read · 0 claps #hami #kuberenetes #cncf

AI TCH SPT

DN Dnotitia Inc.

Aether: Decoding, CPU-Resident Compute & GPU Scheduling, Running a 120B MoE on a Single Consumer…

In Part 1, we introduced Aether and the core ideas behind running a 120B MoE model on a single consumer GPU. If you missed it, you can read…

Aug 12, 2026 · 9 min read · 1 claps #mixture-of-experts #gpu #ai

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AK Akinkirimli

Bulutta Model Eğitirken CPU mu GPU mu? Performans, Maliyet ve Doğru Kaynak Seçimi

Bir makine öğrenmesi modeli yerel bilgisayarımızda yavaş çalışmaya başladığında aklımıza gelen ilk çözümlerden biri daha güçlü bir…

Aug 08, 2026 · 5 min read · 0 claps #cloud-computing #machine-learning #data-science

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MI Min Htet Myet (Mattral) · Towards AI

Inside PR #10699: How a Missing elif Let NaN Win in Triton's Interpreter

A line-by-line walkthrough of the fix; from IEEE 754 semantics to why == was quietly the wrong tool for the job.

Aug 07, 2026 · 8 min read · 76 claps #triton #interpreters #gpu

AI

AL Almohtady Bellah

Your GPU Isn’t Too Weak. You Downloaded the Wrong File.

The “out of memory” error wasn’t about your hardware. It was about a decision someone else made before you ever hit download.

Jul 29, 2026 · 6 min read · 0 claps #local-llm #model-quantization #open-weight-model

AI SPT

AB Abhishek Mishra

How a Packet Travels from a NIC into GPU Memory: GPUDirect RDMA Explained

Story so far, kind of :)

Jul 27, 2026 · 4 min read · 0 claps #rdma #gpu #high-performace-computing

SPT AI TCH

AN Anant Kabi

Build Your Own Private ChatGPT in 30 Minutes with Ollama and Open WebUI

Large Language Models (LLMs) have become an essential part of modern software development. While cloud-hosted models such as GPT-5 and…

Jul 26, 2026 · 3 min read · 0 claps #ollama #gemma-3 #open-webui

AI

CH Chris Ahrweiler

Watch Your Mac Performance at a Glance

When your Mac is working hard, you want to see what is happening.

Jul 22, 2026 · 1 min read · 0 claps #mac-app-store #mac-os-x #cpu

AI TCH

IM Imharyohm

CUDA vs Triton: A Decision Framework Built on How GPU Memory Actually Works

Most “which one should I use” debates skip the single thing that actually decides it — the memory hierarchy. Learn the pyramid, and the…

Jul 18, 2026 · 11 min read · 0 claps #cuda-programming #nvidia-cuda #gpu

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GA Garrett Frere · Snowflake Builders Blog: Data Engineers, App Developers, AI, & Data Science

Ray Distributed XGBoost on GPU

Garrett Frere

Jul 17, 2026 · 10 min read · 0 claps #gpu #rays #snowflake

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BH Bhagawan

The One Free Variable

In KV-bound serving, bytes per resident token shape both the memory ceiling and the attention-traffic floor — here is the model, the…

Jul 16, 2026 · 14 min read · 0 claps #llm-inference #kv-cache #ai-infrastructure

AI TCH SPT

CO Code Coup · Coding Nexus

LiteRT.js: Run AI Directly in the Browser with GPU Acceleration (No Server Required)

For years, running AI inside a web browser came with compromises.

Jul 15, 2026 · 5 min read · 0 claps paywalled #ai #ai-agent #gpu

AI TCH

IV Ivan Porta · Todea Engineering

HAMi Explained: Why Your GPUs Sit Idle While Your Bill Doesn’t

Before the release of Dynamic Resource Allocation and its alpha partitionable-device and consumable-capacity extensions, Kubernetes…

Jul 14, 2026 · 10 min read · 0 claps #ai #kubernetes #gpu

AI HUM

PR Pramod Karanam

The Real AI Race Isn’t About Models — It’s About Chips and Power

Everyone’s watching the leaderboard. The actual contest is happening in the power grid.

Jul 14, 2026 · 6 min read · 0 claps #data-centre #ai #gpu

SPT AI

XB xbill

2B Gemma 4 QAT Deployment with GCE, NVIDIA L4, MCP, and Antigravity CLI

This article provides a step by step deployment guide for Gemma 4 to a Google Compute Engine hosted GPU enabled system. A suite of Python…

Jul 12, 2026 · 16 min read · 2 claps #gemma-2b #gce #gpu

AI TCH

NE Neel Shah · Devops & AI Hub

The DevOps Engineer’s Guide to GPU Infrastructure on Kubernetes

GPU infrastructure on Kubernetes has moved from specialist ML platform team territory to core DevOps competency in 2026. The proliferation…

Jul 12, 2026 · 5 min read · 12 claps paywalled #gpu #ai #technology

AI ART TCH

MA Mahir Berkan Oğuz · Clerion

How We Run Scarce GPU Workloads Across 6 AWS Regions With Step Functions for “Viewcraft”

You want to launch a g6e instance to run an AI image generation. You ask a region for one. The region says no, not right now, no capacity…

Jul 10, 2026 · 9 min read · 2 claps #aws #ai #gpu

AI SCI

ST Stijn Heldens · Netherlands eScience Center

How to Maximize your Science per Watt: Energy-Efficient GPU Computing at ISC 2026

GPUs power many of today’s large-scale applications. However, all that computing comes at a major cost: energy usage.

Jul 09, 2026 · 4 min read · 0 claps #energy #gpu #hpc

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AA Aadishagrawal · GoPenAI

XPUGraph vs torch.compile: Why I Was Wrong About Them Competing

I’d heard “XPUGraph” and “CUDAGraph” thrown around for a while but never sat down to actually understand them. I also had a persistent…

Jul 08, 2026 · 3 min read · 3 claps #ai #pytorch #gpu

AI

SA Saurabh Arora

Your GPUs Aren’t Slow. They’re Waiting. Meet NVIDIA Magnum IO

The hidden bottleneck in AI isn’t the chip — it’s moving data. Here’s how NVIDIA fixes it.

Jul 08, 2026 · 6 min read · 0 claps #artificial-intelligence #nvidia #gpu

AI

AD Aditya Dawadikar

How to estimate your model’s Inference mode memory requirements

Deploying an LLM model in the inference mode is easy, at least that’s what vLLM says and try to achieve. But the real challenge is not the…

Jul 08, 2026 · 5 min read · 14 claps #llm #vllm #kv-cache

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AB Abhijeet Pendyala, Phd · TraceOpt

Diagnosing a PyTorch DataLoader Bottleneck in a Real Training Run

A ResNet-18 run wasted 43% of its GPU time on data loading. A three-line DataLoader change (num_workers, pin_memory, persistent_workers)…

Jul 07, 2026 · 6 min read · 13 claps #pytorch #gpu #training

AI

DA David Lawrence

The Honest Truth About What Happens to Your Business When Your Server Goes Down at 2am

It’s 2:17 AM on a Wednesday.

Jul 07, 2026 · 4 min read · 0 claps #dedicated-server #dedicated-hosting #servers

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ME Mesut Oezdil

How to Pass the Nebius AI CloudOps Engineer Exam

I was named one of the first Nebius Fellows a few weeks ago, and since then my goal was to be among the first to hold the Nebius Certified…

Jul 06, 2026 · 1 min read · 0 claps #kubernetes #cncf #nebius

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DM Dmitry Trifonov · AI Advances

Learning FlashAttention the Hard Way

Part 1: The Algebraic Foundation — Why Attention Is Just a Reduction

Jul 06, 2026 · 22 min read · 100 claps #llm #gpu #cuda

AI SPR

AY Ayshah

Your Entire Build Is Being Held Hostage by a Graphics Card You Bought Three Years Ago and Have…

You have a Ryzen 9 CPU that finishes tasks before you’ve stopped clicking. You have 64GB of RAM that has never once bottlenecked anything…

Jul 05, 2026 · 14 min read · 0 claps #gpu #technology #hardware

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PA Pasha Jan

GPU RTX 3060 Review: Amazing Performance for Gaming, Editing & Streaming

The GPU RTX 3060, launched on February 25, 2021, arrived as a highly anticipated graphics card from NVIDIA, aiming to deliver strong…

Jul 04, 2026 · 10 min read · 0 claps #gpu #amazing #amazing-facts

AI

DA David Lawrence

Best Budget Cloud GPUs for Inference in 2026 (Under $2 per Hour)

Inference on large language models has become one of the most common workloads in 2026. Inference typically runs for long hours, days and…

Jul 04, 2026 · 3 min read · 0 claps #cloud-gpu #gpu #cloud-services

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JA Jatinkumar Parmar · GoPenAI

RL training with slime on AMD GPUs.

Author: Jatinkumar parmar. Knowledge level: Intermediate

Jul 03, 2026 · 10 min read · 0 claps paywalled #rl-training #amd #gpu

AI SCI

JI JIN · JIN System Architect

The Ghost Closest to Your CPU: Understanding the Deep Truth About Cache

Caching

Jul 03, 2026 · 15 min read · 50 claps paywalled #gpu #cloud-computing #computer-science

AI

PR ProphetStor

Why Megawatts are Misleading: The Rise of the GPU Infrastructure Yield Layer

The way we value and build data centers is broken.

Jul 03, 2026 · 6 min read · 201 claps #liquid-cooling #ai-factory #ai-infrastructure

AI

DA David Lawrence

Best Cloud GPU Setups for Fine-Tuning LLMs in 2026 (With Real Cost Examples)

Nonetheless, fine-tuning can be highly computational and requires the appropriate GPU configuration. A lot of folks and companies have…

Jul 03, 2026 · 4 min read · 0 claps #cloud-gpu #gpu #cloud-gpu-2026

AI

VO VoerEir

Meet Touchstone AI Factory — VoerEir AB

Introducing Touchstone AI Factory by VoerEir

Jul 02, 2026 · 1 min read · 0 claps #touchstone-ai-factory #ai-factory #ai-infrastructure

MDA AI TCH

UP Upanishad Kachroo

How Do We Make a 1-Million‑Vertex CVRP Solve Faster

A Deep Dive into Parallelizing FILO2 with OpenMP and CUDA

Jul 01, 2026 · 7 min read · 0 claps #cuda-programming #openmp #parallel-computing

AI SCI

RA Rahul Wale

Elon Musk Built a Rocket Company. He’s Now the Landlord of the AI Industry.

There’s a story hiding inside all the AI news right now that almost nobody is framing clearly.

Jul 01, 2026 · 5 min read · 0 claps #ai #computes #gpu

AI

DA David Lawrence

Cloud GPU Buyer’s Guide 2026: How to Choose Between H100, H200, B200 and RTX 5090

Even in 2026, selecting the best cloud GPU can be complex. With many high-performance options like H100, H200, B200 and RTX 5090 accessible…

Jul 01, 2026 · 3 min read · 0 claps #cloud-gpu #cloud-services #gpu

AI ECO

JO John Eric

NPU vs GPU: What’s the Difference and Which Wins for AI

Every major laptop, phone, and tablet announced in 2026 is marketing its AI chip capabilities. The problem is the terminology is a mess…

Jun 30, 2026 · 9 min read · 0 claps #npu #gpu #artificial-intelligence

AI TCH

NE Neel Shah · Devops & AI Hub

The DevOps Engineer’s Guide to GPU Infrastructure on Kubernetes

GPU infrastructure on Kubernetes has gone from a niche concern handled by dedicated ML platform teams to a core competency every DevOps and…

Jun 30, 2026 · 5 min read · 1 claps paywalled #devops #gpu #infrastructure

MDA AI ECO

HA Hassanali

Best GPU 2026: How I Actually Chose a Graphics Card in the Strangest Year for PC Hardware Yet

A real-world buying guide to NVIDIA’s RTX 50-series and AMD’s RX 9000 cards, written after living through the 2026 VRAM shortage myself —…

Jun 28, 2026 · 9 min read · 0 claps #graphic-card #gpu #technology

AI SPR

JA Jatinkumar Parmar · GoPenAI

Text-to-video generation with ComfyUI and an AMD Radeon GPU

Text-to-video generation with ComfyUI and an AMD Radeon GPU

Jun 27, 2026 · 5 min read · 0 claps paywalled #comfy-ui #amd-ryzen #text-to-video

AI ART

AN Anubhab Banerjee

N Agents. N LLMs. 1 Aging GPU: And How You Can Still Fit Them All

You have “n” AI agents. They need “n” different LLMs. You have one ancient GPU, and like me, too poor to upgrade. You have to run them…

Jun 25, 2026 · 3 min read · 0 claps #llm #ai-agent #gpu

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VE Vedanti · Towards AI

Prefill/Decode Disaggregation: Why Your GPU Can’t Do Two Things at Once

I’ve been digging into the LLM inference space since I took my ML systems course at Carnegie Mellon University. Modern LLM inference has a…

Jun 25, 2026 · 9 min read · 53 claps #llm-inference #machine-learning #artificial-intelligence

AI SPR

AY Ayeshha

Best Motherboard for RX 6800 XT: Top Picks & Builder’s Guide (2026)

Building a PC around the AMD Radeon RX 6800 XT in 2026 feels like finding a vintage leather jacket that somehow looks better now than it…

Jun 25, 2026 · 6 min read · 1 claps #motherboard #technology #hardware

AI

LA İlayda İsmailoğlu · Türkçe Yayın

Agentic AI, CPU/GPU Dengesini Neden Değiştiriyor?

AMD geçenlerde bir blog yazısı yayınladı. Konu basit görünüyor: agentic AI, veri merkezlerindeki CPU ve GPU dengesini değiştiriyor. Ama…

Jun 24, 2026 · 2 min read · 92 claps #amd #yapay-zeka #cpu

AI ART HUM

MR Mrityunjay Kumar

The Architectural Dance — Code to the Silicon

How Cores, Processes, and Threads Differ in CPUs vs. GPUs

Jun 24, 2026 · 7 min read · 0 claps #generative-ai #llmops #gpu

ART AI

DA David Lawrence

Will Blackwell GPUS Keep H100+H200 Prices to a Minimum in 2026? What History Tells Us

The Blackwell architecture was announced by NVIDIA, so many people believed the prices of both H100 and H200 would immediately drop. I was…

Jun 24, 2026 · 4 min read · 0 claps #cloud-gpu #gpu-2026 #cloud-gpu-2026

AI SPT

YA Yacodata

How to Rent an Affordable GPU for AI Inference

AI inference is eating the world, but GPU prices can eat your budget. Whether you’re serving a text-to-speech model, running LLM inference…

Jun 23, 2026 · 6 min read · 0 claps #gpu #inference #ai

AI

AS Asifislam

CPU, GPU, TPU, NPU: What are these U’s ?

If you’ve looked at a tech spec sheet recently, you’ve probably noticed that our computers are no longer just powered by a “processor.”…

Jun 23, 2026 · 2 min read · 0 claps #systems-thinking #software-engineering #gpu