This article provides step-by-step instructions for setting up and using the DeepSeek-OCR-2 model for optical character recognition. It includes specific commands for cloning the repository, installing necessary packages, and running the model on images and PDFs. Configuration details and code snippets for integration with the Transformers library are also included.

The article discusses the author's experience running the DeepSeek-OCR model on an NVIDIA Spark using Claude Code, highlighting the challenges faced and the solutions discovered during the process. By utilizing a Docker container and leveraging the capabilities of Claude Code, the author successfully configured the environment, installed necessary dependencies, and executed the OCR task. The article details the steps taken, including troubleshooting issues with PyTorch compatibility and CUDA support.