Jonmichael Hands

How to Benchmark Local LLM Inference for Speed and Cost Efficiency

Explore how to deploy and benchmark LLMs locally using tools like Ollama and NVIDIA NIMs. This deep dive covers performance, cost, and scaling insights across GPUs including RTX 4090 and H100 NVL.
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AI Workloads

Benchmarking LLMs: A Deep Dive into Local Deployment & Optimization

Curious how local LLM deployment stacks up? This post explores benchmarking strategies, optimization tips, and what DevOps teams need to know about performance tuning.
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AI Infrastructure

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