Capacity over TFLOPS: Memory-Centric Deployment of Large Clinical Language Models on Consumer CPUs

Eli Yune, Umer Majeed, Mahesh Balan

The dominant barrier to running large clinical language models at the point of care is not arithmetic throughput but graphics memory: consumer GPUs cap at 4-16 GB, while the workin…