The Inference Grid is an open-source collective that builds command-line tooling for a decentralized GPU marketplace known as “The Grid.” Its software acts as both a consumer gateway and a provider back-end for on-demand machine-learning compute: grid lets researchers, startups, and CI pipelines locate idle GPUs worldwide, negotiate spot prices, and fire off containerized training or batch-inference jobs without managing servers, while gridprov turns under-utilized gaming rigs, mining farms, or lab workstations into rentable cells that are automatically health-checked, benchmarked, and federated into the same marketplace. Together the utilities create a peer-to-peer clearinghouse where PyTorch, TensorFlow, JAX, or Stable-Diffusion workloads can be dispatched with a single command, monitored in real time, and paid per second in credits that providers can cash out later. Typical use cases include fine-tuning large language models when local cards fall short, running overnight hyper-parameter sweeps at half the cost of cloud instances, or monetizing an idling RTX 4090 while its owner sleeps. Because both tools speak standard container run-times and expose JSON-over-HTTP, they slot easily into MLOps stacks, Jenkins pipelines, or Jupyter notebooks. The Inference Grid suite is offered for free on get.nero.com, where downloads are delivered through trusted Windows package sources such as winget, always installing the latest upstream builds and supporting batch installation of multiple applications.