Jonmichael Hands

How to Benchmark Local LLM Inference for Speed and Cost Efficiency

Jonmichael Hands

July 4, 2024

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.

AI Workloads

Benchmarking LLMs: A Deep Dive into Local Deployment & Optimization

Jonmichael Hands

July 4, 2024

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.

AI Infrastructure

Poddy mascot displayed as a retro TV with static, indicating no results found

We couldn't find anything. Try a different search.

Build what’s next.

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

Get started