Practical offloading for fine-tuning LLM on commodity GPU via learned sparse projectors

Siyuan Chen, Zhuofeng Wang, Zelong Guan +2

Fine-tuning large language models (LLMs) requires significant memory, often exceeding the capacity of a single GPU. A common solution to this memory challenge is offloading compute…