Model deployment pipeline · GGUF library · LoRA fine-tunes · Fleet distribution
77 GGUF models · 14 LoRA adapters
Conversation pairs from team chat and daemon interactions stored in training_pairs table
LoRA fine-tuning on collected data with automatic hyperparameter selection
Push trained models to fleet nodes with automatic VRAM allocation and health checks