Brendan McKeagSeptember 25, 2025Setting up Slurm on Runpod Clusters: A Technical GuideSlurm on Runpod Clusters makes it simple to scale distributed AI and scientific computing across multiple GPU nodes. With pre-configured setup, advanced.AI InfrastructureAll
Brendan McKeagAugust 25, 2025DeepSeek V3.1: A Technical Analysis of Key Changes from V3-0324DeepSeek V3.1 introduces a breakthrough hybrid reasoning architecture that dynamically toggles between fast inference and deep chain-of-thought logic.AI WorkloadsAll
Brendan McKeagAugust 1, 2025Wan 2.2 Releases With a Plethora Of New FeaturesDeploy Wan 2.2 on Runpod to unlock next-gen video generation with Mixture-of-Experts architecture, TI2V-5B support, and 83% more training data, run.AI InfrastructureAll
Brendan McKeagAugust 1, 2025Deep Cogito Releases Suite of LLMs Trained with Iterative Policy ImprovementDeploy DeepCogito's Cogito v2 models on Runpod to experience frontier-level reasoning at lower inference costs, choose from 70B to 671B parameter variants.AI InfrastructureAll
Brendan McKeagJuly 25, 2025How to Run MoonshotAI’s Kimi-K2-Instruct on Runpod Instant ClusterRun MoonshotAI's Kimi-K2-Instruct on Runpod Clusters using H200 SXM GPUs and a 2TB shared network volume for seamless multi-node training. This guide.AI WorkloadsAll
Brendan McKeagJuly 25, 2025Comparing the 5090 to the 4090 and B200: How Does It Stack Up?Benchmark Qwen2.5-Coder-7B-Instruct across NVIDIA's B200, RTX 5090, and 4090 to identify optimal GPUs for LLM inference, compare token throughput, cost.All
Brendan McKeagJuly 18, 2025Iterative Refinement Chains with Small Language ModelsAs prompt complexity increases, large language models (LLMs) hit a "cognitive wall," suffering performance drops due to task interference and.AI WorkloadsAll