Hugging Face· PlatformDeveloper tool

Same Cluster, 33 Points More Utilization: What Changed Was the Order

Dharma-AI introduces a constraint-aware GPU allocator that improves GPU utilization by up to 33 percentage points and priority-weighted output by up to 105% compared to a FIFO scheduler, by reordering allocation decisions without changing hardware.

From the source

On identical hardware, running identical workloads, GPU utilization rose by as much as 33 percentage points, and priority-weighted output rose in every one of them, by as much as 105%.

huggingface.co

Announced

17 Aug 2026 19:46 UTC