Demand miners browse Hypercluster marketplace offers, rent capacity, and submit multi-node (or single-node) jobs. Scores roll into raw weights for Base master emission share.
You do not need a commercial GPU broker account. Work with listed capacity or operate as a provider on nodes you already control.
- Reachable challenge URL (local, docker map, or Base proxy path)
- Hotkey + signing material for mutating routes
- Optional: Typer CLI via
uv run hypercluster
- Probe identity
curl -fsS "$URL/health"
hypercluster health --url "$URL"- Browse offers
hypercluster marketplace offers list --url "$URL"
# or GET /v1/offers- Rent with transparent price/lifetime bounds
hypercluster marketplace rent --offer-id OFFER --url "$URL"- Submit a HyperJob (JSON/YAML/spec path)
hypercluster jobs submit --spec job.json --url "$URL"
hypercluster jobs status --id JOB --url "$URL"- Inspect scores / leaderboard
curl -fsS "$URL/v1/leaderboard"
hypercluster score show --hotkey YOUR_HOTKEY --url "$URL"- Terminate lease when finished
hypercluster marketplace terminate --lease-id LEASE --url "$URL"- Prefer digest-pinned images and honest fabric modes matching leased capacity (
ibonly if the offer actually requires and provides IB). - Wall-clock timeouts protect the queue; efficiency scoring is compute-normalized, not pure latencies races.
- Unsigned or incomplete auth fails closed on writes.
- List endpoints without identity return empty private scopes rather than global dumps.
More detail: Jobs, Marketplace, Scoring, CLI.