Building an effective fine-tuning environment requires significant infrastructure, including HPC clusters and a tightly interconnected system. The use of Kubernetes is essential for orchestration, yet the community needs to enhance tooling for job scheduling and workload management to streamline these processes. Continuous improvements in these areas will help reduce the need for custom solutions.
