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VAST.AI
The world's largest marketplace for affordable GPU compute
MIT
ABOUT
GPU compute on mainstream cloud providers is expensive, often costing tens of thousands of dollars per month for sustained training workloads. Vast.ai solves this by creating a two-sided marketplace where GPU owners (individuals and data centers) offer their spare capacity at competitive rates. The platform handles instance provisioning, container orchestration, SSH access, and persistent storage, giving teams access to thousands of GPUs — including H100s, A100s, and RTX 4090s — at a fraction of the cost of on-demand cloud providers.
INSTALL
pip install vastaiINTEGRATION GUIDE
1. Rent GPU instances for LLM training at 50-80% below cloud provider pricing
2. Run distributed batch inference jobs across a global pool of decentralized compute
3. Execute containerized ML experiments with SSH access and persistent storage volumes
4. Scale up temporary GPU capacity for Kaggle competitions or research sprints
5. Compare and select from thousands of GPU listings with filters for price, memory, and interconnect
TAGS
gpucloudmarketplacedecentralizedcomputeinfrastructurecost-saving