Gpu credit facility enables QumulusAI to borrow stablecoins against GPU deployments, accelerating AI compute scale in tight markets. The approach converts deployed GPUs into on‑chain collateral. As a result, it can shorten the path to liquidity for operators that need capital quickly. The qumulusai credit facility is a non‑recourse financing line worth about $500 million, arranged by Permian Labs and distributed via USD.AI. It lets QumulusAI borrow stablecoins against up to 70% of approved GPU deployments. In practice, physical GPUs are tokenized and recorded on chain so lenders can accept digital receipts as collateral, which often speeds funding versus bank loans or venture debt.