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The Future of AI Training: Are GPUs Enough?

The Future of AI Training: Are GPUs Enough?

GPUs still dominate AI training in 2025, but emerging hardware and hybrid infrastructure are reshaping what's possible. Here’s what GTC revealed—and what it means for you.
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AI Workloads
Llama 4 Scout and Maverick Are Here—How Do They Shape Up?

Llama 4 Scout and Maverick Are Here—How Do They Shape Up?

Meta’s Llama 4 models, Scout and Maverick, are the next evolution in open LLMs. This post explores their strengths, performance, and deployment on Runpod.
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Hardware & Trends
Built on RunPod: How Cogito Trained Models Toward ASI

Built on RunPod: How Cogito Trained Models Toward ASI

San Francisco-based Deep Cogito used RunPod infrastructure to train Cogito v1, a high-performance open model family aiming at artificial superintelligence. Here’s how they did it.
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AI Workloads
No-Code AI: How I Ran My First LLM Without Coding

No-Code AI: How I Ran My First LLM Without Coding

Curious but not technical? Here’s how I ran Mistral 7B on a cloud GPU using only no-code tools—plus what I learned as a complete beginner.
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Learn AI
Introducing Instant Clusters: On-Demand Multi-Node AI Compute

Introducing Instant Clusters: On-Demand Multi-Node AI Compute

Runpod’s Instant Clusters let you spin up multi-node GPU environments instantly—ideal for scaling LLM training or distributed inference workloads without config files or contracts.
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AI Infrastructure
Machine Learning Basics (for People Who Don’t Code)

Machine Learning Basics (for People Who Don’t Code)

You don’t need to code to understand machine learning. This guide explains how AI models learn, and how to explore them without a technical background.
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Learn AI
RunPod Launches AP-JP-1 Data Center in Fukushima

RunPod Launches AP-JP-1 Data Center in Fukushima

With the launch of AP-JP-1 in Fukushima, RunPod expands its Asia-Pacific footprint—improving latency, access, and compute availability across the region.
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Product Updates
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