Features
Model Hot Swapping
Multi Model Serving
Gpu Optimization
Caching
Cost Reduction
Multi Tenant
Layer Sharing
Compression
Testimonies
No testimonies available for this tool yet.
Outerport is a specialized distribution network and caching system for AI model weights that enables 'hot-swapping' of AI models on the same GPU machine with approximately 2-second swap times, significantly reducing GPU costs. It manages hierarchical caching across S3, local SSD, RAM, and GPU memory to optimize loading times and data transfer costs. Outerport supports multi-model, multi-tenant GPU usage facilitating scenarios like A/B testing or running different AI services on a single GPU. It targets AI service providers and model hosts aiming to reduce expensive GPU infrastructure costs through efficient model weight management and deployment.
No testimonies available for this tool yet.