Higgsfield AI offers function such as allocating exclusive and non-exclusive access to compute resources to users for their training tasks, supporting ZeRO-3 deep speed API and fully sharded data parallel API of PyTorch, enabling users with a framework for initiating, executing, and monitoring the training of large neural networks on allocated nodes, managing resource contention by maintaining a queue for running experiments and more.