Fine-tune any HuggingFace model with your data. Managed, decentralized, pay per hour.
Supervised fine-tuning on instruction / output pairs. Ideal for custom assistants and classifiers.
Multi-turn conversation training with template-aware formatting for production chat models.
Direct preference optimization — align your model with human-preferred outputs.
Low-rank adaptation for Flux and SDXL diffusion models. Train styles and concepts.