
· DHInfra.at · Use Cases
GPU4U in Action: Large-Scale Video Retrieval with Vision Language Models
How Ferdinand Köppen used a H200 GPU to describe nearly a million video keyframes for his master thesis.

How Ferdinand Köppen used a H200 GPU to describe nearly a million video keyframes for his master thesis.
Testing the DHInfra.at inference API on the account books of Aldersbach Abbey — open models, matched against commercial ones.
Secure model training and deployment for DH applications, scaling beyond consumer hardware.
Student-focused GPU access piloted within the DHInfra.at infrastructure initiative.
Exploring resource sharing in Digital Humanities infrastructure across faculties and central services.
Digital infrastructure for medieval material culture research — graph databases and AI-supported queries.