Mind Lab Toolkit (MinT)

MinT Enterprise

Production-grade MinT for teams that need dedicated capacity, isolation, and custom SLAs.

The Community Edition (open-source SDK + hosted training endpoint at mint.macaron.xin, access via API key requested from the Mind Lab team) is the right starting point for evaluation, individual researchers, and small teams. MinT Enterprise extends the same client SDK with operational features that production deployments need.

What you get

  • Dedicated capacity. Reserve a fixed pool of GPUs for your training and sampling — no shared queue, predictable throughput.
  • Isolation. Multi-tenant or single-tenant deployments with private networking; no cross-customer scheduling.
  • Custom SLAs. Response-time, uptime, and incident-response commitments calibrated to your workload.
  • Audit logging. Per-request audit trails for compliance and access review (configurable retention).
  • On-premise option. For regulated environments, MinT can be deployed inside your own cluster behind your firewall.
  • Tinker-API compatible. Same client SDK as Community — your existing import mint code runs unchanged.

How Enterprise differs from Community

AspectCommunityEnterprise
Endpointmint.macaron.xin (shared)Dedicated cluster (cloud or on-premise)
CapacityBest-effort shared queueReserved dedicated pool
SLANoneCustom (negotiated)
Audit loggingNoYes (configurable retention)
NetworkingPublic TLS endpointPrivate networking + firewall options
OnboardingSelf-service via API keyOnboarding session + custom setup

For technical documentation — algorithms, parameters, code examples — see the Community Customize section. The same client SDK and code patterns apply to both editions.

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