SambaNova

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SambaNova provides hardware and software to run large AI models with fast, energy-efficient inference, available cloud or on-premises, supporting multi-model and agent workflows.

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SambaNova: Revolutionizing AI Capacity SambaNova is empowering developers, enterprises, governments, and data centers to unlock their full AI potential. Its full-stack infrastructure, from chips to models, enables lightning-fast performance, low power consumption, and high-efficiency computing. SambaNova gives its customers the option to experience its technology through the cloud or on-premise. * Samba Cloud delivers the fastest inferences on the largest open-source models like Llama 4 and DeepSeek. Developers can get started building in minutes with its OpenAI-compatible APIs. All customers start on the developer tier and can seamlessly scale into the enterprise tier when more capacity is needed. * SambaStack is its on-premise offering, which includes the system, the platform, and foundation models. These components combine into a powerful technology stack that delivers unparalleled performance, ease of use, accuracy, data privacy, and the ability to power every use case across the world's largest organizations. * SambaManaged is a modular and ready-to-deploy AI cloud designed to deliver unmatched efficiency for data centers and cloud service providers. This solution allows organizations to quickly deploy advanced AI inference services—without the need for costly infrastructure upgrades or specialized expertise—in as little as 90 days.

SambaNova is an AI platform designed to deliver high-performance inference and scalable deployment for large and complex AI models. It provides a flexible infrastructure that supports running state-of-the-art open-source models efficiently on a single system, enabling enterprises and developers to leverage advanced AI capabilities with optimized speed and power efficiency.

The platform is centered around SambaNova's purpose-built Reconfigurable Data Unit (RDU) hardware, which is engineered to accelerate AI workloads such as large language models including GPT-OSS 120B. This hardware offers unmatched inference speed and scalability while using significantly less power compared to traditional GPU-based solutions. SambaNova supports running multiple large models or combinations thereof in agentic workflows, facilitating complex, multi-step reasoning and function calling for enhanced accuracy and flexibility in AI applications.

SambaNova’s cloud service, SambaCloud, extends these capabilities by providing developers with accessible and managed AI services, simplifying model integration, deployment, and real-time tool invocation during inference. The platform is suitable for enterprises seeking to efficiently scale AI while maintaining performance, even in on-premises environments due to its compact and power-efficient design.

Key features include:

Support for very large AI models and high-throughput inference on a single system
Custom hardware optimized for AI model execution, ensuring high tokens-per-second (TPS) throughput
Advanced reasoning controls and function calling for improved AI agent workflows
Scalable architecture accommodating growth in model size and complexity
Energy-efficient operation enabling deployment in a variety of data center settings
Managed cloud environment for streamlined access to open-source models and tools

SambaNova provides a balanced solution prioritizing performance, efficiency, and scalability, aimed at enterprises and developers deploying AI applications requiring fast inference, multi-model scalability, and sophisticated reasoning capabilities.

This description was generated by AI (artificial intelligence). AI can make mistakes. Check important info.

Website: sambanova.ai

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SambaNova

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