Ultimate Flexibility
Build your environment
or choose ready-made.
Quickly import existing environment implementations. We offer a suite of environments that illustrate reinforcement learning best practices, so you can start training with confidence.

Power & Scalability
Scale your compute,
switch models instantly.
Pick any model to train on and switch instantly from 8-billion parameter models to 500 billion parameter models. We support custom deployments to meet your organization's compliance.

Train with Confidence
Resilient, self-healing
training runs
Automatically detect, recover, and continue training even after node failures or GPU crashes so your experiments complete reliably at any scale.

Own your Weights
Deploy Anywhere
Download your model and deploy
your trained agents to production on your own cloud provider.
