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

hivenet run --gpu a100 --image pytorch/pytorch:latest --volume ./my_model:/workspace In 11 seconds, she had a shell. No SSH key management. No waiting for “provisioning.” She was inside the container. nvidia-smi showed a glorious, cold A100 staring back at her.

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 .