Sixtytwo CLI: `sixtytwo rent` reserves reliability-backed GPUs; `sixtytwo` qualifies, monitors, and NCCL-benchmarks your own GPU clusters, with Slurm/SkyPilot integration.
Project description
sixtytwo
sixtytwo-cli is the command-line client for sixtytwo,
built for the terminal and for coding agents. It covers two jobs:
- Rent reliability-backed GPUs.
sixtytwo rentreserves GPUs that sixtytwo has already qualified, watches them while you run, and refunds the unused time if hardware goes bad. - Qualify and monitor your own clusters.
sixtytworuns hardware checks, NCCL benchmarks, and live fault monitoring on GPUs you already have, and keeps a per-node trust score from every test, fault, and recovery.
sixtytwo rent stays light (no torch), so it runs anywhere. The qualification
and monitoring commands pull in the GPU stack only when you ask for it.
Install
pip install sixtytwo-cli
Optional extras:
pip install 'sixtytwo-cli[gpu]' # nvidia-ml-py + torch for local GPU checks
pip install 'sixtytwo-cli[skypilot]' # SkyPilot cloud adapter (see below)
pip install 'sixtytwo-cli[server]' # local dashboard + collector daemon
Rent GPUs
sixtytwo rent catalog # list SKUs and prices
sixtytwo rent H100_SXM -n 8 -H 4 # reserve 8x H100 for 4 hours, wait for READY
sixtytwo rent ls # list my reservations
sixtytwo rent status <reservation-id>
sixtytwo rent ssh <reservation-id> # open a shell on a READY reservation
Every node is validated before you get it and monitored while you use it. Add
--region us|eu|asia to pin a geography; billing follows actual usage.
Qualify and monitor your own GPUs
sixtytwo init --cluster prod
sixtytwo doctor --json # ssh reachability, nvidia-smi, dcgmi, topology
sixtytwo test --quick --all # fast per-node qualification
sixtytwo test --full gpu-01,gpu-02 # full suite, including NCCL
sixtytwo launch --pre-check python train.py # qualify, then run with live monitoring
sixtytwo nodes # trust scores and fault history
Results land in a local trust registry, so a node's history (tests, faults, recoveries) follows it over time.
SkyPilot
There are two ways to combine sixtytwo with SkyPilot:
# 1. Qualify a cluster you launched on any cloud SkyPilot supports
sixtytwo skypilot qualify my-cluster --mode quick
# 2. Provision sixtytwo's own GPUs through SkyPilot with `cloud: sixtytwo`
pip install 'sixtytwo-cli[skypilot]'
sixtytwo skypilot install # register sixtytwo as a SkyPilot cloud
sky show-gpus --cloud sixtytwo
sixtytwo skypilot install is opt-in. It wires the adapter into the active
virtualenv so sky launch can reserve reliability-backed GPUs with
cloud: sixtytwo. Run sixtytwo skypilot --help for the full set of
subcommands.
Metrics for Grafana
sixtytwo metrics serve exposes a Prometheus /metrics endpoint backed by the
local trust registry: trust scores, fault counters, recovery downtime, and
per-check status. sixtytwo metrics export-grafana prints a curated dashboard
you can import as is.
sixtytwo metrics serve --host 0.0.0.0 --port 9620
sixtytwo metrics export-grafana --output sixtytwo-overview.json
License
Commercial. The bundled LICENSE governs use. Learn more at
sixtytwo.ai.
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