Model Deployment

Model Deployment

SimpliML ensures a hassle-free deployment experience with its intuitive no-code interface. Users can seamlessly deploy LLM models without the need for extensive coding, accelerating the deployment process and making it accessible to a wider range of customers.

Key Advantages of No-Code Deployment:

  • Streamlined Workflow: Focus on building app, eliminating the need for infrastructure management.
  • Swift Cold Starts: Experience rapid service initialization, reducing client wait times to few seconds.
  • Adaptive Autoscaling: Dynamically adjusts to demand, ensuring optimal resource allocation.
  • Seamless Deployment: Effortlessly roll out LLM models without operational bottlenecks.
  • Maintenance-Free Environment: Stay updated effortlessly, eliminating the need for manual software patching.
  • Monitoring: Get Realtime metrics for you deployment

Considerations for Deployment:

  • No Custom Runtime Containers Support.
  • Limited GPU Configuration Options (Full and Fractional).

How Billing Works:

  • Setup Time: Duration to load model weights and starting the server.
  • Inference Time: Actual processing time for an inference.
  • Eviction Timeout: Customizable 'warm' status duration for models, adjustable between 5 seconds and 60 minutes.