Model Selection and Serving for Generative AI Models

Quickly select, deploy, and scale models in production at a fraction of the cost using serverless GPUs and CPUs

Stable
Diffusion

Whisper

LLaMA-3

Bert

Mistral

Model Selector

The Autumn8 Model Selector is now live!

Announcing the launch of the Autumn8 Model Selector to choose the optimal model for your Generative AI application.

With tens of thousands of AI models currently available and new ones popping up everyday, choosing the best model for your application is a time-consuming manual task. Autumn8’s Model Selector reduces the time required by 50 percent. We select the optimal models for an application by analyzing each model’s capabilities using type of input data, model architecture, and a number of other parameters.

Model Server

Model Manager

Provides DevOps Automation & Simplification
Customer provides trained AI Models or Containers
Autumn8 packages, deploys, and manages deployed models

Inference Optimizer

Workload, System & Server-level optimizations (3-20x performance improvement)
Supports Foundation, Deep Learning & ML Models
Multiple cloud platforms and on-prem
Can be hosted in the customer’s infrastructure

SLA Predictor

Estimates the performance of AI models across all available cloud instances and platforms prior to deployment
Recommends the best instances based on latency, throughput, cost, emissions, and energy consumption
Provides comparative analysis on model performance across various cloud and hardware platforms
Determines whether model performance is compliant with SLAs
Integration with Hugging Face and other Model Hubs