
A managed fine-tuning service for open-source models that supports LoRA and full fine-tuning, DPO, tool-call training, reasoning fine-tuning, vision-language model fine-tuning, and reinforcement learning, with multi-node orchestration for 100B+ parameter models — without requiring teams to manage training infrastructure.