Can different words in a vocabulary have different embedding sizes?

Feb 8, 2022 ... It can, generally speaking the larger the embedding size the more information you can encode into your embeddings. But it doesn't ... May 4, 2019 ... The most common powers of 2 for word embeddings are 128 or 256, depending on which order of magnitude is preferred. Share. Share a link to this ... Apr 11, 2023 ... My main concern is determining the optimal or maximum sentence size for encoding each embedding. I understand that sentence length plays a crucial role. Aug 3, 2023 ... pgvector adds a new datatype vector, which developers use to store embeddings in regular columns within their database tables. The length of the embedding array is called the vector's dimensionality. A passage of text might be represented by a vector containing hundreds of dimensions. Jul 23, 2024 ... Sort by Size allows you to arrange files in the ascending or ... When you hover the cursor on the embedded file, Illustrator displays the file ... Oct 21, 2023 ... We propose the Dynamic Embedding Size Search (DESS) method to minimize the embedding size selection regret on both user and item sides in a non-stationary ... Follow the instructions further down this page to adjust size, language and other settings. Getting a post's URL. There may be scenarios in which your embed ... Dec 9, 2023 ... ... size or length. Common vector dimensionalities include 384 ... A single dimension in a vector embedding does not mean anything, as ... ... embed configuration. Here I could define the size as I like. In the new storymaps I don't have a place to do that. They even change the embedded code to ...