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#OCR and document understanding

HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices

Intermediate

HyperAI Team, Yuchen Liu et al.Dec 16arXiv

HyperVL is a small but smart model that understands images and text, designed to run fast on phones and tablets.

#HyperVL#on-device multimodal#edge AI

InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Models

Intermediate

Hongyuan Tao, Bencheng Liao et al.Dec 9arXiv

InfiniteVL is a vision-language model that mixes two ideas: local focus with Sliding Window Attention and long-term memory with a linear module called Gated DeltaNet.

#InfiniteVL#linear attention#Gated DeltaNet