Build datasets
Collect, clean, and organize the data your model will learn from.
BY THE CREATORS OF PYTORCH LIGHTNING
Build, train and deploy your own specialized models.
Everything AI teams need to own their AI: guaranteed on-demand GPUs, clusters,
AI coding agents, and enterprise-grade infrastructure.
Trusted by 450,000+ devs and AI teams
Stop renting AI.
Own it instead.
Specialized models outperform general-purpose models. Lightning provides the enterprise-grade tools, expertise, and GPUs to help you own your own AI.
Prototype models
Interactively code, debug, and refine models with on-demand GPUs + ssh.
Optimize models
Run hundreds of experiments in parallel to find the best model.
Compare models
Compare hundreds of training runs to identify the best model.
Pretrain models
Train models from scratch on large IB GPU clusters with large datasets.
Post-train models
Specialize pre-trained models to your data and task with RL, sandboxes.
Evaluate models
Test accuracy, safety, and reliability before inference.
Inference
Run your own AI at scale on our 40,000 GPUs and reduce AI costs.
On-demand H200s
Guaranteed availability, self-serve in minutes.
No long-term contracts. From $4.50/hr.
H200AVAILABLE NOW
$4.50 / hr
What teams build on Lightning
DEDICATED GPUSShipping 100M+ lines of code a day.READ MORE →
TRAINING AT SCALEAdvancing cancer research 2x fasterREAD MORE →
MODELS FOR EDGE AICut 2 years of dev to 4 monthsREAD MORE →
ON-DEMAND GPUSTripled GPU utilization on the same hardwareREAD MORE →
ENTERPRISE OPTIMIZATIONBuilding client ML pipelines at scaleREAD MORE →Trusted by researchers. Loved by IT.
Full control for researchers - with the guardrails IT demands.
Hardened over 5+ years in the enterprise.
SOC2HIPAAGDPR
“We simply wouldn't have had the compute access or the ability to iterate so fast. In these past 4-5 months, we've been able to do 1.5-2 years worth of work.”
Niall LyonsSTAFF DEEP LEARNING RESEARCHER AT INFINEON“The ability to easily scale from development to testing, to extensive market simulations is a game-changer”
Jonathan MasciCO-FOUNDER AND CHIEF SCIENTIST AT NNAISENSE“Suddenly, scaling compute was effortless, live pipelines could be updated in minutes, and shared studios transformed how we collaborate.”
Eric NielsonDIRECTOR OF EXECUTIVE DATA TEAM AT SLALOM“Speed let's us focus on solving real problems, not getting stuck on re-inventing our own wheels.”
Igor PoletaevCHIEF SCIENCE OFFICER AT INWORLD“Instead of spending two weeks just figuring out how to run a script, people are analyzing data on day one.”
Dr. Matt WhitewayRESEARCH SCIENTIST AT COLUMBIA UNIVERSITY“Setting up a consistent working environment was no longer a challenge. Everyone could see experiments, rerun them, debug issues, and contribute without friction.”
Nithin ParsonCO-FOUNDER OF RETICULAR AI“This gives us the ability to easily ingest, classify, and structure multimodal data at scale, lowering cost and widening access.”
Erik ShermanFOUNDER OF CLEATUSSet budgets by team or project
Real-time cost tracking
Autosleep idle compute
SSO + role-based access
Fine-grained data access
Audit logs
SOC2 & HIPAA compliance
Private cloud & VPC support
Encryption at rest & in transit
Bring your own cloud
Runs on your stack (K8s, Slurm)
Elastic multi-cloud portability
BY THE CREATORS OF PYTORCH LIGHTNING
Start now with 80 free GPU hours
Start free. Instant on-demand GPUs.