Predibase

Predibase is a developer platform designed for fine-tuning and serving open-source large language models on managed cloud compute. Leveraging open-source Ludwig and LoRAX technologies, it allows engineering teams to train task-specific adapter models on proprietary data. The system dynamically serves hundreds of fine-tuned adapter variants on single shared GPU instances.

Ecosystem functionLowers fine-tuning and deployment costs by serving multiple LoRA adapter variants on single shared GPU instances.

Business modelSaaS platform tier and runtime compute fees