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Brendan McKeag

Brendan McKeag

Hybridize Images With Image Mixer Before Running Through img2img

Image Mixer lets you blend multiple source images into a hybrid input for img2img in Stable Diffusion. This guide walks through setup, usage, and how to generate new variations from your composite image.
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AI Workloads

Avoid Errors by Selecting the Proper Resources for Your Pod

Common errors when spinning up pods often stem from insufficient container space or RAM/VRAM. This post explains how to identify and fix both issues by selecting the right pod resources for your workload.
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AI Workloads

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.
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Hardware & Trends

When to Choose SGLang Over vLLM: Multi-Turn Conversations and KV Cache Reuse

vLLM is fast—but SGLang might be faster for multi-turn conversations. This post breaks down the trade-offs between SGLang and vLLM, focusing on KV cache reuse, conversational speed, and real-world use cases.
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AI Infrastructure

How to Deploy VACE on Runpod

Learn how to deploy the VACE video-to-text model on Runpod, including setup, requirements, and usage tips for fast, scalable inference.
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AI Workloads

The 'Minor Upgrade' That’s Anything But: DeepSeek R1 0528 Deep Dive

DeepSeek R1 just got a stealthy update—and it’s performing better than ever. This post breaks down what changed in the 0528 release, how it impacts benchmarks, and why this model remains a top-tier open-source contender.
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AI Workloads

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.
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AI Workloads

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