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Runpod Blog

Our team’s insights on building better and scaling smarter.
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Training Flux.1 Dev on MI300X with Massive Batch Sizes

Training Flux.1 Dev on MI300X with Massive Batch Sizes

Explore what’s possible when training Flux.1 Dev on AMD’s 192GB MI300X GPU. This post dives into fine-tuning at scale with huge batch sizes and real-world performance.
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AI Workloads
Streamline GPU Cloud Management with RunPod’s New REST API

Streamline GPU Cloud Management with RunPod’s New REST API

RunPod’s new REST API lets you manage GPU workloads programmatically—launch, scale, and monitor pods without ever touching the dashboard.
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AI Infrastructure
AI, Content, and Courage Over Comfort: Why I Joined RunPod

AI, Content, and Courage Over Comfort: Why I Joined RunPod

Alyssa Mazzina shares her personal journey to joining RunPod, and why betting on bold, creator-first infrastructure felt like the right kind of risk.
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Learn AI
Enhanced CPU Pods Now Support Docker and Network Volumes

Enhanced CPU Pods Now Support Docker and Network Volumes

We’ve upgraded Runpod CPU pods with Docker runtime and network volume support—giving you more flexibility, better storage options, and smoother dev workflows.
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Product Updates
Run DeepSeek R1 on Just 480GB of VRAM

Run DeepSeek R1 on Just 480GB of VRAM

DeepSeek R1 remains one of the top open-source models. This post shows how you can run it efficiently on just 480GB of VRAM without sacrificing performance.
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AI Workloads
How Online GPUs for Deep Learning Can Supercharge Your AI Models

How Online GPUs for Deep Learning Can Supercharge Your AI Models

On-demand GPU access allows teams to scale compute instantly, without managing physical hardware. Here’s how online GPUs on Runpod boost deep learning performance.
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AI Workloads
How to Choose a Cloud GPU for Deep Learning (Ultimate Guide)

How to Choose a Cloud GPU for Deep Learning (Ultimate Guide)

Choosing a cloud GPU isn’t just about power—it’s about efficiency, memory, compatibility, and budget. This guide helps you select the right GPU for your deep learning projects.
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Hardware & Trends

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