Achieve top accuracy with your own data
Access the best MLOps solutions instantly: from labeling and multi-node ETL to seamless tracking, monitoring and versioning of your LLMs.
Robust infrastructure for fine-tuning of any size
No matter how big is your dataset, from tens to millions of tokens, the Nebius AI platform provides enough compute, storage and network capacity.
Scale your capacity up and down on demand
Pay only for consumed resources. With the on-demand payment model, you can dynamically scale your compute capacity via a simple console request.
Comprehensive ecosystem within a few clicks
The most popular MLOps solutions, both open source and commercial, are just a few clicks away in a single console.
Get the best-in-class datasets
Nebius AI offers a variety of services to version and transform your raw data into the best-in-class dataset — from labeling to multi-node ETL with a lightning speed.
Keep track of your experiments
Use your favorite open source and commercial solutions for tracking and monitoring experiments, lineage tracking and model versioning directly in Nebius AI.
Everything you need for the most precise fine-tuning
Everything you need for the most precise fine-tuning
We provide an integrated stack for running on-demand fine-tuning jobs of any size in the comprehensive ecosystem that could be deployed with several clicks.
Performance metrics for fine-tuning
Bus bandwidth in NCCL AllReduce
Max speed of filestore per node
Max speed of filestore per cluster
Intuitive cloud console for a smooth user experience
Intuitive cloud console for a smooth user experience
Manage your infrastructure and grant granular access to resources.
Third-party applications
Third-party applications
Explore tools from leading vendors for machine learning and AI, software development, security and more. Free use, monthly subscription, hourly rate and BYOL payment models are available.
Solution library and documentation
Solution library and documentation
Nebius Architect Solution Library is a set of Terraform and Helm solutions designed to streamline the deployment and management of AI and ML applications on Nebius AI. It offers the tools and resources for your easy and efficient journey.
To make the most of the platform features, explore our comprehensive documentation for Nebius AI services.
Third party solutions for fine-tuning
Ready to get started?
Learn more
✻ NVIDIA Collective Communication Library (NCCL) is designed to optimize inter-GPU communication. The AllReduce is a collective communication operation used to aggregate of model gradients across multiple GPU after every processed batch. 488 GB/s is a result for running tests in two nodes setup.
✻✻ The maximum limits of 64GB/s for reading and 32GB/s for writing are achievable for 1MiB random-access requests or 128KiB sequential-access requests if the storage is shared among 64 or more virtual machines and IO_redirect option is used to work with filestore.