Thirty-eight minutes later, the console printed: Training complete. Accuracy: 94.2% She paid $0.56. No egress fee to download the model. She shut down the instance, and the A100 in Iceland immediately returned to its owner for someone else to use.

The tutorial said: “One command to rule them all.” She typed:

She copied her training script over. It ran. It screamed. 1,200 tokens per second. At this rate, the 72-hour job would finish in 40 minutes .

It didn’t mention that she would later use Hivenet to spin up 10 H100s for a distributed training run across three continents for less than the price of a pizza. But that’s a story for another deadline. Moral of the tutorial: Hivenet turns “I can’t afford an A100” into “I just borrowed one from Iceland.”

The tagline read: “Decentralized GPU compute. No hidden cloud tax.”