Your model.
Our edge.
Fine-tuned model? Proprietary weights? Custom voice? Bring it to PolarGrid. We host it at the edge, keep it warm, and hand you an OpenAI-compatible endpoint.
How It Works
Three steps to production.
01
Share your model
Send us your weights via HuggingFace, S3, or direct upload. We support most popular architectures.
02
We deploy to the edge
Your model gets loaded onto PolarGrid nodes and kept warm 24/7. No cold starts, no queues.
03
You get an endpoint
OpenAI-compatible API endpoint. Swap it in wherever you currently call an LLM.
Supported
What we can host.
Don't see your architecture listed? Get in touch — we evaluate new architectures on a case-by-case basis.
Why PolarGrid
No GPU ops. Just inference.
Always warm
Your model stays loaded on GPU 24/7. No cold starts, no spin-up delays on the first request.
Edge-located
Deployed to PolarGrid's network of edge nodes. Low latency for your users regardless of geography.
OpenAI-compatible
Every hosted model gets an OpenAI-compatible endpoint. No SDK changes on your end.
Dedicated capacity
Your model runs on reserved GPU capacity — not shared with other tenants at peak time.
Ready to bring your model?
Pricing is based on model size and throughput requirements. Reach out and we'll scope it out.