Nebius
Overview of Nebius
Nebius: The Ultimate Cloud for AI Innovators
Nebius is designed as the ultimate cloud platform for AI innovators, aiming to democratize AI infrastructure and empower builders worldwide. It offers a comprehensive suite of resources and services to support every stage of the AI development lifecycle.
What is Nebius?
Nebius is a cloud platform specifically engineered for demanding AI workloads. It integrates NVIDIA GPU accelerators with pre-configured drivers, high-performance InfiniBand, and orchestration tools like Kubernetes or Slurm. This combination ensures peak efficiency for both AI model training and inference at any scale.
Key Features and Benefits:
- Flexible Architecture: Seamlessly scale AI workloads from a single GPU to pre-optimized clusters with thousands of NVIDIA GPUs.
- Tested Performance: Engineered for demanding AI workloads, ensuring peak efficiency.
- Long-Term Value: Optimizes every layer of the stack for unparalleled efficiency and substantial customer value.
- Latest NVIDIA GPUs: Access to NVIDIA GB200 NVL72, HGX B200, H200, H100, and L40S GPUs, connected by an InfiniBand network with up to 3.2Tbit/s per host.
- Managed Services: Reliable deployment of MLflow, PostgreSQL, and Apache Spark with zero maintenance effort.
- Cloud-Native Experience: Manage infrastructure as code using Terraform, API, and CLI, or use the intuitive console.
- Expert Support: 24/7 expert support and dedicated assistance from solution architects.
How does Nebius work?
Nebius optimizes every layer of the AI stack to provide a high-performance environment. This includes:
- NVIDIA GPU Integration: Utilizes NVIDIA GPU accelerators with pre-configured drivers.
- High-Performance Networking: Employs InfiniBand technology to ensure fast data transfer.
- Orchestration Tools: Leverages Kubernetes and Slurm for efficient resource management.
Why choose Nebius?
Nebius offers several advantages over competitors:
- Cost Savings: Improved cost savings on NVIDIA GPUs with a commitment of hundreds of units for at least 3 months.
- Scalability: Ability to scale from a single GPU to thousands in a cluster.
- Reliability: Fully managed services ensure reliable deployment of critical tools and frameworks.
Who is Nebius for?
Nebius is ideal for:
- AI researchers and developers
- Machine learning engineers
- Data scientists
- Organizations needing scalable AI infrastructure
Practical Applications and Use Cases:
Nebius has been instrumental in accelerating AI innovation across various domains:
- CRISPR-GPT (Gene Editing): Enabled rapid model screening and fine-tuning, transforming gene editing into automated workflows.
- Shopify (E-commerce): Provides large-scale GPU clusters for AI model development, enhancing product search and checkout processes.
- vLLM (Open-Source LLM Inference): Optimized inference performance for transformer-based models with high throughput and seamless scalability.
- Brave Software (Web Search): Delivers real-time AI summaries for search queries while maintaining privacy standards.
- CentML Platform (AI Deployment): Optimizes inference platforms, delivering flexible scaling and enhanced hardware utilization.
- TheStage AI (Stable Diffusion): Reduces GPU costs through DNN optimization tools.
- Recraft (AI Design Tool): Trained the first generative AI model for designers from scratch.
- Wubble (Music Creation): Streamlined music creation with high-quality, royalty-free music generation.
- Simulacra AI (Quantum Chemistry): Generates high-precision datasets for molecular dynamics models.
- Quantori (Drug Discovery): Develops an AI framework for generating molecules with precise 3D shapes.
Nebius AI Cloud vs. Nebius AI Studio
Nebius offers two primary products:
- AI Cloud: Provides self-service access to AI infrastructure.
- AI Studio: Offers a managed environment for AI development.
Pricing
Nebius provides competitive pricing for NVIDIA GPUs, including:
- NVIDIA B200 GPU
- NVIDIA H200 GPU
- NVIDIA H100 GPU
In conclusion
Nebius stands out as a robust, flexible, and cost-efficient cloud platform designed to accelerate AI innovation. By providing access to cutting-edge NVIDIA GPUs, optimized infrastructure, and expert support, Nebius empowers AI builders to achieve remarkable results across various industries.
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