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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Hyungyo Kim

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Preprint Oct 2026

TRANSIT: Transparent Scale-in for Multi-Node LLM Training

TRANSIT is a transparent scale-in framework to enable multi-node model training on fewer GPUs while maintaining training efficiency by transparently leveraging CPU DRAM as an extension of GPU memory during distributed training. It achieves this through a user-space interposition layer, requiring no modifications to the...

Hyungyo Kim, Nicholas Satchanov, Hrishi Shah et al. · 0 citations

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