Sam Witte Author

Sam Witte is a content creator and author who specializes in practical machine learning tutorials and guides. His work focuses on making advanced ML technologies accessible through step-by-step documentation and demonstrations, with a particular emphasis on enabling users to run models locally rather than relying on cloud-based services.

Technical Expertise

Witte’s primary area of expertise involves deploying large language models on local hardware. He provides detailed tutorials and guides for the installation and serving of models such as SmolLM3-3B using VLLM, an inference engine designed for efficient model deployment. His documentation typically covers the technical setup required for users to run and interact with these models on their own systems without requiring external cloud infrastructure.