Predibase

You point Predibase at your data and a base model, write a few lines of code, and get back a fine-tuned model that is already served and ready to call.

Predibase is a low-code AI platform for building, fine-tuning and deploying models, including LLMs, with training and serving infrastructure in one spot.

The company says you can train with far less data, up to 1,000x less, and serve up to 10x faster, and that costs and inference times come in lower than with OpenAI.

See those as vendor claims.

Deployment can run in Predibase's cloud or in your own, which matters for enterprise teams with data rules.

Pricing is enterprise, so expect to request a demo or talk to the company.

A consumption-based SaaS tier is in early access for select customers.

Some features, such as reinforcement fine-tuning, take time to learn.