arXiv: MinT — Managed Infrastructure for Training and Serving Millions of LLMs (Mind Lab)

arXiv / HuggingFace Daily Papers·low signal

Mind Lab published MinT (2605.13779), presenting infrastructure solutions for efficiently training and serving massive numbers of large language models at scale. As enterprises move from single-model deployments to fleets of specialized fine-tuned models, the infra challenge shifts from 'how to train one big model' to 'how to manage millions of smaller ones.' This is the infrastructure layer that multi-agent and per-user fine-tuning paradigms will require.