01
External model APIs
For initial validation or usage-based access. Check capabilities, regions, data terms, rate limits and fees.
SENXOS / MODEL DEPLOYMENT
Run AI where it fits your business.
Compare model APIs, dedicated environments and private deployment against data constraints, model needs and budget. Plan selection, validation and operation together.
Model Deployment & Compute Integration
Compare model APIs, dedicated environments and private deployment against data constraints, model needs and budget. Plan selection, validation and operation together.
Validate the workload before choosing the configuration.
- 01
Tasks & models
Compare models against tasks, languages, data and output requirements.
- 02
Data & environment
Map flows, regions, access and external dependencies.
- 03
Performance & cost
Test quality, response time, capacity and cost with representative workloads.
- 04
Deployment & handover
Document versions, monitoring, rollback and operation.
Cooperation in progress
Expanding options for model operation and application validation.
We are advancing discussions with compute resource providers in Wuhan to expand model operation, application validation and deployment support. Resources and service scope will be confirmed as cooperation progresses.
Model Deployment & Compute Integration
Do we need to buy GPUs?
Not necessarily. Assess workload, data requirements and cost before comparing model APIs, dedicated cloud and private deployment.
Can we use our existing infrastructure?
We can assess hardware, networks, model licensing and operations before defining the architecture and validation scope.
Can we order compute capacity now?
This page describes deployment assessment and integration, not a compute marketplace. Wuhan compute cooperation is in progress; available resources and scope remain to be confirmed.
Discuss model deployment
Compare model APIs, dedicated environments and private deployment against data constraints, model needs and budget. Plan selection, validation and operation together.