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Runpod AI Infrastructure Blog

Runpod product updates, AI infrastructure guides, GPU tutorials, and deployment patterns for developers building with cloud GPUs.

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Qwen3 Released: How Does It Stack Up?
Brendan McKeag
April 30, 2025

Qwen3 Released: How Does It Stack Up?

Alibaba's Qwen3 is here, with major performance improvements and a full range of models from 0.5B to 72B parameters. This post breaks down what's new, how.

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GPU Clusters: Powering High-Performance AI (When You Need It)
Alyssa Mazzina
April 28, 2025

GPU Clusters: Powering High-Performance AI (When You Need It)

Different stages of AI development call for different infrastructure. This post breaks down when GPU clusters shine, and how to scale up only when it counts.

AI Infrastructure
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How Krnl Scaled to Millions, and Cut Infra Costs by 65%
April 24, 2025

How Krnl Scaled to Millions, and Cut Infra Costs by 65%

Discover how Krnl transitioned from AWS to Runpod’s Serverless GPUs to support millions of users, slashing idle cost and scaling more efficiently.

Built on Runpod
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Mixture of Experts (MoE): A Scalable AI Training Architecture
Alyssa Mazzina
April 23, 2025

Mixture of Experts (MoE): A Scalable AI Training Architecture

MoE models scale efficiently by activating only a subset of parameters. Learn how this architecture works, why it's gaining traction, and how Runpod.

AI Workloads
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Runpod Global Networking Expands to 14 More Data Centers
Brendan McKeag
April 22, 2025

Runpod Global Networking Expands to 14 More Data Centers

Runpod’s global networking feature is now available in 14 new data centers, improving latency and accessibility across North America, Europe, and Asia.

AI Infrastructure
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How to Fine-Tune LLMs with Axolotl on Runpod
James Sandy
April 21, 2025

How to Fine-Tune LLMs with Axolotl on Runpod

Learn how to fine-tune large language models using Axolotl on Runpod. This guide covers LoRA, 8-bit quantization, DeepSpeed, and GPU infrastructure setup.

AI Workloads
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The RTX 5090 Is Here: Serve 65,000+ Tokens Per Second on Runpod
Alyssa Mazzina
April 15, 2025

The RTX 5090 Is Here: Serve 65,000+ Tokens Per Second on Runpod

The new NVIDIA RTX 5090 is now live on Runpod. With blazing-fast inference speeds and large memory capacity, it's ideal for real-time LLM workloads and AI.

AI Workloads
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