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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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10 billion Serverless requests and counting
Brendan McKeag
February 6, 2026

10 billion Serverless requests and counting

Read Runpod's guide to 10 billion Serverless requests and counting, with practical context for AI developers and production workloads.

Product Updates
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A note to the developers who built Runpod with us
Zhen Lu
January 23, 2026

A note to the developers who built Runpod with us

Runpod surpasses $120M ARR, now serving over 500,000 developers worldwide. Founder Zhen reflects on the journey from basement GPU rigs to AI-first cloud.

Founder Updates
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Runpod AI field notes: December 2025
Emmett Fear
December 17, 2025

Runpod AI field notes: December 2025

In early December 2025, Mistral AI released Mistral Large 3 and Devstral 2, two open models under the Apache 2.0 license, with Mistral Large 3 targeting.

Learn AI
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How to Run Serverless AI and ML Workloads on Runpod
James Sandy
November 6, 2025

How to Run Serverless AI and ML Workloads on Runpod

Learn how to train, deploy, and scale AI/ML models using Runpod Serverless. This guide covers real-world examples, deployment best practices, and how.

Product Updates
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Transcribe and translate audio files with Faster Whisper
Eliot Cowley
October 29, 2025

Transcribe and translate audio files with Faster Whisper

Learn how to deploy OpenAI's Faster Whisper on Runpod Serverless to transcribe and translate audio up to four times faster and at a fraction of the cost.

Learn AI
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How to fine-tune a model using Axolotl
Eliot Cowley
October 28, 2025

How to fine-tune a model using Axolotl

Learn how to fine-tune Large Language Models (LLMs) using Runpod and Axolotl to deploy GPU pods, train a Llama 3 model with LoRA, and test customized.

Learn AI
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Build what’s next.

Build, train, and scale AI workloads on Runpod with cloud GPUs, Serverless, and Clusters.