Model Hosting covers more than starting an inference process. We plan to organize model files, runtime environments, compute resources, gateway routing, version releases, and operational monitoring into sustainable operations.
Here's how we plan the service to look. Actual availability regions, instance specs, prices, and service levels will be announced once infrastructure and supply scenarios are confirmed.
Built for fluctuating traffic and fast starts. The platform schedules compute resources and request capacity for you.
Dedicated instances and resource configurations for a single customer. Suitable for stable workloads, predictable performance, and stricter isolation requirements.
Planned for enterprise scenarios. Availability depends on a network, security, and data-boundary assessment for your own environment or controlled network access.
Model Hosting centers on continuous operation and observability, not one-time server delivery.
Instance specs, replicas, concurrency, unified batching strategy records, and capacity headroom.
Versioning for model artifacts and runtime environments, with support for canary, rolling, and rollback releases.
Observe request volume, latency, error rate, resource utilization, and model-level call records.
Scale replicas with traffic and health, and replace or recover faulty instances.
Protect services with access credentials, network boundaries, least-privilege permissions, and audit records.
Separate fixed resources from volume-based consumption, and continuously assess performance targets against resource costs.
Every managed project completes access assessment, runtime adaptation, and performance acceptance — so unverified models never reach production traffic.
Confirm the model source, licensing, file format, scale, and target traffic.
Select the inference engine, dependency versions, precision, and hardware configuration.
Complete loading, interface, quality, concurrency, and stability testing.
Group model IDs, access policies, quotas, and gateway routing.
Monitor the service, manage versions, and adjust capacity to actual usage.
The platform plans to accept only model products with clear sources, complete authorization, and compliance with our acceptable use policies. Models containing unknown custom code, unlicensed content, or anything that fails security checks will not enter the hosting environment.
Tell us about your model, runtime environment, and service goals so we can confirm the resources, network, and delivery method.
Current models connect to the same gateway. You can view specs, pricing, and access details directly in Models.