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GMI Cloud

AI-native GPU cloud unifying model training and LLM inference on one platform.

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About

GMI Cloud is an AI-native cloud provider delivering high-performance NVIDIA GPU infrastructure and inference services across the US, APAC, and Europe. It runs model training and production inference as one platform: teams rent GPU capacity by the hour or reserve it for long training runs, then serve the resulting models from dedicated inference endpoints without moving providers. The platform was processing about 2.5 trillion tokens per week as of July 2026.

Capacity comes as bare metal GPU, managed GPU clusters, and Kubernetes-based container service, with RDMA-ready networking and isolated VPCs. As an NVIDIA cloud partner, GMI Cloud is also building large AI data centers, including a facility in Taiwan with Blackwell GB300 chips.

What it can do

  • Bare metal, managed cluster, and container GPU offerings
  • Unified training and inference endpoints with unified billing
  • RDMA-ready networking with isolated VPCs
  • Large-scale NVIDIA Blackwell deployments

Setup

Sign up at GMI Cloud, provision GPU capacity on demand or reserved, and deploy via the console or API.

Prerequisites

AI workloads needing GPU compute; a GMI Cloud account.

Use cases

gpu-cloudllm-inferencemodel-trainingai-infrastructure

Works with

Trust score — 8/10

/10 trustVerified

Scored 8/10 (verified tier, metrics-v1). Evidence: Verified via vendor site/docs/GitHub and reputable coverage, wave 123; Trending score 80/100 from researcher assessment.

Sources

Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.