SlideDP Scales Host-Resident LLM Fine-Tuning Across GPUs
September 27, 2026
SlideDP is a synchronous data-parallel runtime designed for multi-GPU systems using host-resident layer streaming. It pipelines parameter delivery and gradient aggregation to achieve high throughput while circumventing GPU memory limits.
HOW THIS AFFECTS YOU
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builderYou can perform full-parameter fine-tuning of large models on hardware with limited GPU memory by using host-resident streaming.