Attention neural networks with N-grammer layers
Topics: AI Mode, AIOverviews, Chunk Relevance, Indexing, LLM Readability, LLMO / GEO, Passage based retrieval
This Google patent describes a method for making neural networks more efficient by adding a special component called an “N-grammer layer.” This layer processes input data, like text, by converting it into a more compact format using a technique that involves grouping data into sequences (n-grams) and using hashing. The primary goal of this invention is to significantly speed up machine learning tasks, such as language processing, without losing accuracy.
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