Katherine Lambert

Towards Resource-Efficient LLMs: End-to-End Energy Accounting of Distillation Pipelines

The rise in deployment of large language models has driven a surge in GPU demand and datacenter scaling, raising concerns about electricity use, grid stress, and the impacts of modern AI workloads. Distillation is often promoted as one of the most effective paths to obtain cheaper, more efficient mo…