RoundPipe is a pipeline schedule designed to fine-tune LLMs on consumer GPUs despite limited memory and slow PCIe interconnects. It dynamically assigns computation stages across stateless GPU workers to…

#ConsumerGPUs #LLMTraining #AIHardware #PipelineParallelism
https://arxiv.org/abs/2604.27085