Isolated GPU Workspaces for Your Team
Team GPU sharing without the headache. One node. Everyone isolated. Zero cluster management.
Each team member gets their own environment—like a personal VM. Use Docker, run scripts, whatever you'd do on bare-metal. No shared SSH. No Kubernetes.
GPU Sharing That Actually Works
No Kubernetes complexity. No SSH chaos. Just isolated GPU access for your entire team.
No Kubernetes Needed
Team GPU sharing without cluster complexity. We handle isolation, you handle ML.
Like a Personal VM
Each team member gets their own isolated environment. Use Docker, install packages, full flexibility.
No More Shared SSH
Stop giving root access to everyone. Isolated workspaces that can't interfere with each other.
Team Access in Minutes
Invite data scientists instantly. Built-in permissions and quotas. No infra setup needed.
Runs on Your Infrastructure
Deploy Float16 on your own GPU cluster. Your hardware, your data, full control.
Deploy Models Without Occupying GPU
Models sit ready on your cluster. GPU only activates when requests come in.
Traditional Deployment
3 GPUs reserved 24/7, mostly idle
Float16 Serverless GPU
1 GPU shared, activates only on request
Deploy Unlimited Models
No GPU reservation per model
Maximize GPU Utilization
GPU works only when needed
Instant Cold Start
Models ready in milliseconds
Maximize GPU Utilization with Spot VMs
Over-allocate responsibly. Spot VMs fill idle gaps and yield gracefully when on-demand needs priority.
Without Spot VM
GPUs sitting idle, wasting capacity
With Spot VM
Every gap filled, Spot yields when needed
Better Utilization
Fill every idle gap in your GPU cluster
Cost Efficient
Run batch jobs and experiments at lower priority
Graceful Preemption
Spot VMs yield smoothly when on-demand needs priority
Fine-Grained Permissions for Your Team
Control who can access VMs, deploy models, and manage resources. No more shared SSH keys or all-or-nothing access.
Role-Based Access Control
Granular Permissions
Control access to VMs, APIs, billing, and more per user
Team Hierarchy
Organize by department, team, and project
Contractor Support
Limited access for external collaborators