vSpark Lab is a self-operated compute environment for model experimentation, private inference, and infrastructure that answers to exactly one person. Everything runs on hardware I own, on a network I control.
A small set of things done properly: run models, serve them, store the results, and keep the whole thing observable.
Large models served locally with low first-token latency. Quantized, batched, and scheduled across available capacity.
Versioned corpora and checkpoints on redundant local storage, snapshotted nightly and mirrored off-site.
Reproducible environments. One command from clean clone to running service.
Per-token, per-request, per-service. If it moves, it is graphed and alerted on.
Zero-trust ingress, per-service tokens, no data leaves the boundary uninvited.
Collaborators get scoped credentials, a namespace, and a quota. Everything else stays closed. Tell me what you want to run and why.
ssh [email protected]