
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.
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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.

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

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

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.

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.
