Sam Witte Author

Sam Witte is a content creator and author specializing in practical machine learning tutorials and guides. His work focuses on making advanced machine learning technologies accessible through step-by-step documentation and demonstrations. A central theme of his contributions is enabling users to run models locally, thereby reducing reliance on cloud-based services for inference and development.

Witte’s technical expertise centers on the deployment of large language models on local hardware. He provides detailed instructions for the installation and serving of specific models, such as SmolLM3-3B, using frameworks like VLLM. His guides are designed to help developers and enthusiasts implement efficient local inference solutions.