Announcing Runpod Flash

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The Complete Guide to GPU Requirements for LLM Fine-Tuning
Brendan McKeag
January 29, 2025

The Complete Guide to GPU Requirements for LLM Fine-Tuning

Fine-tuning large language models can require hours or days of runtime. This guide walks through how to choose the right GPU spec for cost and performance.

All
DeepSeek R1: What It Is and Why It Matters
Brendan McKeag
January 25, 2025

DeepSeek R1: What It Is and Why It Matters

DeepSeek R1 is making waves in open-source AI—learn what it is, how it performs, and why developers are paying attention.

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How Do I Transfer Data Into My Runpod?
Brendan McKeag
January 17, 2025

How Do I Transfer Data Into My Runpod?

Need to move files into your Runpod? This guide explains the fastest, most reliable ways to transfer large datasets into your pod—whether local or cloud-hosted.

AI Workloads
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What’s New for Serverless LLM Usage in Runpod (2025 Update)
Brendan McKeag
January 10, 2025

What’s New for Serverless LLM Usage in Runpod (2025 Update)

Runpod’s serverless platform continues to evolve—especially for LLM workloads. Learn what’s new in 2025 and how to make the most of fast, scalable deployments.

AI Infrastructure
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Runpod Sponsors CivitAI’s Project Odyssey 2024
Brendan McKeag
December 25, 2024

Runpod Sponsors CivitAI’s Project Odyssey 2024

Runpod is proud to support Project Odyssey—CivitAI’s groundbreaking open-source AI film competition. Learn how we’re powering creators around the world.

AI Workloads
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Spot vs. On-Demand Instances: What’s the Difference?
Zhen Lu
December 13, 2024

Spot vs. On-Demand Instances: What’s the Difference?

Confused about spot vs. on-demand GPU instances? This guide breaks down the key differences in availability, pricing, and reliability so you can choose the right option for your AI workloads.

AI Infrastructure
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Enable SSH Password Authentication on a Runpod Pod
River Snow
December 13, 2024

Enable SSH Password Authentication on a Runpod Pod

Need to access your pod via SSH with a username and password instead of key pairs? This guide walks you through enabling password-based SSH authentication step-by-step.

AI Workloads
All
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