What is the GMI Cloud Inference Engine?

The GMI Cloud Inference Engine is a platform purpose-built for real-time AI inference that lets you deploy leading open-source models such as DeepSeek V3.1 and Llama 4 on dedicated endpoints with a focus on performance and reliability. Dedicated endpoints are also supported for teams that want us to host their models for them.

How fast is deployment and how much setup is required?

With our simple API and SDK, models can be launched in minutes, avoiding heavy configuration and enabling instant scaling once you select your model.

How does it optimize performance and cost?

End-to-end optimizations across software and hardware—including techniques like quantization and speculative decoding—improve serving speed while helping reduce compute costs at scale.

How does auto-scaling handle fluctuating traffic?

The Inference Engine uses intelligent auto-scaling that adapts in real time to demand, maintaining stable throughput, ultra-low latency and consistent performance without manual intervention.

Do I get built-in monitoring and operational insights?

Yes. Real-time performance monitoring and resource visibility are included to keep operations smooth and provide proactive support when needed.

Inference Engine for Scalable, Real-Time AI

極速智慧推理，重新定義 AI 部署

快速部署，零負擔

幾分鐘即可啟動 AI 模型，不必等待數週。預建模板與自動化流程消除繁瑣設定，只需選擇模型即可立即擴展。

高效能優化

從硬體到軟體，端到端的優化確保推論效能最大化。透過量化技術 (Quantization) 與預測解碼 (Speculative Decoding)，降低成本，同時加速大規模運算。

More Than a Platform—Your Trusted AI Inference Partner

GMI Cloud empowers AI leaders and developers by providing a reliable partnership for scaling AI inference. Our solutions are tailored to meet the unique needs of enterprises seeking to optimize their AI capabilities.div

Expert Guidance

Our AI specialists help you enhance model performance and streamline deployment strategies.

Seamless Support

From onboarding to troubleshooting, we provide support at every stage of your journey.

Auto-Scaling

智慧自動擴展，全面掌控 AI 效能

隨流量動態調整運算資源，即時適應市場變化。高效能、低延遲、零干預——全程自動化運行，讓您的 AI 應用始終保持巔峰狀態。

動態彈性擴展 Dynamic Scaling

自動化負載分配至多個叢集，確保高效能、穩定吞吐量與極低延遲，應對任何流量高峰。

靈活資源調度 Resource Flexibility

彈性配置運算資源，優化成本並最大化運行效率，確保部署更靈活、更經濟。

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Insights

即時 AI 效能監控

透過先進的智慧監控工具，您可以即時掌握 AI 模型的運行狀態、資源使用率以及性能表現。

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Auto-Scaling

Effortless AI Scaling On Demand

Our advanced auto-scaling technology dynamically adapts to your AI workloads, ensuring seamless performance under fluctuating demand. Maximize efficiency with optimized resource allocation—so you’re always running at peak performance, without the overhead.

Insights

Real-Time AI Performance Monitoring

Gain deep visibility into your AI’s performance and resource usage with intelligent monitoring tools. Ensure seamless operations and receive proactive expert support exactly when you need it.

推論引擎
Inference Engine