GradientAI Bare Metal GPUs

A Bare Metal GPU is a physical server equipped with powerful GPUs, like the NVIDIA H100. This gives you full control over the hardware so you can install your preferred operating system. Bare Metal GPUs are isolated from other servers, providing excellent security. The server can be used for AI/ML tasks like model training, fine-tuning, and inference.

• Full control: Bare Metal provides dedicated, single-tenant hardware, offering full control over the operating system, software, and configurations.
• High performance: It delivers peak GPU performance, ideal for high-scale AI/ML model training, complex computations, and real-time inference.
• Customizability: You can deeply customize the hardware and software environment, enabling tailored setups like Kubernetes clusters or other custom orchestration needs.
• Resource isolation: It offers complete isolation from other users, eliminating the risks of 'noisy neighbors' and helping to ensure security and privacy.
• Scalability: Bare Metal can be configured for single-node or multi-node setups, allowing for large-scale distributed training and high-performance workloads.

Bare Metal works by providing a physical, dedicated server where you can install and run your applications. This setup is particularly useful if you need stable, high-performance infrastructure for demanding workloads like AI/ML model training or custom orchestration.

Bare Metal supports a wide range of use-cases, including:

• AI/ML workloads: Model training, fine-tuning, and inference, especially for large-scale data processing.
• Custom orchestrations: Technologies like Kubernetes for containerized environments or other custom setups for complex applications.
• High-performance computing: Applications that require dedicated resources, such as simulations, scientific computations, and real-time data processing.