Abstract: Recent studies have integrated convolutions into transformers to introduce inductive bias and improve generalization performance. However, the static nature of conventional convolution ...
Abstract: To effectively reduce the visual tokens in Visual Large Language Models (VLLMs), we propose a novel approach called Wi ndow Token Co ncatenation (WiCo). Specifically, we employ a sliding ...
Modern IDEs are evolving into AI-powered hubs for coding, content, and productivity. Get your scorecards out, we have yet another update in the ever expanding world of code editors. The barrier to ...
In vision-language models (VLMs), visual tokens usually consume a significant amount of computational overhead, despite their sparser information density compared to text tokens. To address this, ...
Jina AI has released Jina-VLM, a 2.4B parameter vision language model that targets multilingual visual question answering and document understanding on constrained hardware. The model couples a ...
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