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#attention-mechanism

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Unlimited-OCR Just Ripped Up the Rulebook on Document Parsing
attention-mechanism
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Unlimited-OCR Just Ripped Up the Rulebook on Document Parsing

Baidu’s new MIT-licensed 3.3B model parses entire books in one shot with a constant memory footprint, demolishing the page-by-page for-loop paradigm. Here’s the architectural magic that makes it work.

#attention-mechanism#deepseek#multimodal
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Google’s Sequential Attention: A New Paradigm for Efficient Transformers
attention-mechanism

Google’s Sequential Attention: A New Paradigm for Efficient Transformers

Google Research’s Sequential Attention challenges the parallel processing orthodoxy in transformers, promising leaner models without accuracy loss. But is sequential processing a breakthrough or a bottleneck?

#attention-mechanism#google-research#model-efficiency
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