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.