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cs.DC2026
SlideDP: Scaling Host-Resident LLM Fine-Tuning Across Multiple GPUs
Ruijia Yang, Shiyuan Lin, Yulong Ao +5
Host-resident layer streaming enables full-parameter LLM fine-tuning beyond GPU memory, but data-parallel ranks compete for shared host resources. Replicated transfers amplify traf…
cs.CV2026
Orca: The World is in Your Mind
Yihao Wang, Yuheng Ji, Mingyu Cao +54
We introduce Orca, an initial instantiation of a general world foundation model. Orca learns a unified world latent space from multimodal world signals and exposes it through multi…