Tinker is a flexible training API designed for researchers and developers, allowing them to fine-tune open-source models efficiently using LoRA technology. It manages infrastructure while providing control over training processes, enabling users to focus on their data and algorithms. Tinker supports various model sizes and will soon introduce usage-based pricing after an initial free period.