Tinker from Thinking Machines: Low-Level API for Distributed LoRA Training
'Tinker is a Python API that exposes low-level training primitives so you can run custom loops locally while the platform handles distributed execution; it focuses on LoRA adapters, portable weights, and managed GPU clusters.'