Announcing Runpod Flash

Brendan McKeag

How to Connect Cursor to LLM Pods on Runpod for Seamless AI Dev
Brendan McKeag
May 23, 2025

How to Connect Cursor to LLM Pods on Runpod for Seamless AI Dev

Use Cursor as your AI-native IDE? Here’s how to connect it directly to LLM pods on Runpod, enabling real-time GPU-powered development with minimal setup.

AI Workloads
All
Automated Image Captioning with Gemma 3 on Runpod Serverless
Brendan McKeag
May 16, 2025

Automated Image Captioning with Gemma 3 on Runpod Serverless

Learn how to deploy a lightweight Gemma 3 model to generate image captions using Runpod Serverless. This walkthrough includes setup, deployment, and sample outputs.

AI Workloads
All
Qwen3 Released: How Does It Stack Up?
Brendan McKeag
April 30, 2025

Qwen3 Released: How Does It Stack Up?

Alibaba’s Qwen3 is here—with major performance improvements and a full range of models from 0.5B to 72B parameters. This post breaks down what’s new, how it compares to other open models, and what it means for developers.

All
Runpod Global Networking Expands to 14 More Data Centers
Brendan McKeag
April 22, 2025

Runpod Global Networking Expands to 14 More Data Centers

Runpod’s global networking feature is now available in 14 new data centers, improving latency and accessibility across North America, Europe, and Asia.

AI Infrastructure
All
Llama 4 Scout and Maverick Are Here—How Do They Shape Up?
Brendan McKeag
April 9, 2025

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.

All
Easy LLM Fine-Tuning on Runpod: Axolotl Made Simple
Brendan McKeag
March 19, 2025

Easy LLM Fine-Tuning on Runpod: Axolotl Made Simple

Runpod now supports Axolotl out of the box—making it easier than ever to fine-tune large language models without complex setup.

AI Workloads
All
Open Source Video & LLM Roundup: The Best of What’s New
Brendan McKeag
March 14, 2025

Open Source Video & LLM Roundup: The Best of What’s New

Open-source AI is booming—and 2024 delivered an incredible wave of new LLMs and generative video models. Here’s a quick roundup of the most exciting releases you can run today.

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