What are some techniques for training robust embeddings?

Dec 18, 2024 ... Setting Dimensions Count Copy link · @inputText · 'It''s fun to do the impossible.' · @payload · json_object · 'input' · @inputText · ' ... Embed an image in a note. To embed an image: ![[Engelbart.jpg]]. Engelbart.jpg > outline. You can change the image dimensions, by adding |640x480 to the link ... Jul 14, 2018 ... I have a Word Template (DOTX), and a PowerPoint Template (POTX). I have embedded an OpenType font into each. In word, the file size shoots from 30kb to 4mb. Oct 17, 2023 ... We've uncovered the fascinating world of distributed representations, high-dimensional spaces, and emergent properties in this exploration of word embeddings. Apr 3, 2024 ... The reason the size increases is due to storing the extra passages as nested fields as well as all the actual embedding representations ... Dec 9, 2023 ... ... size or length. Common vector dimensionalities include 384 ... A single dimension in a vector embedding does not mean anything, as ... Feb 20, 2024 ... Vectors are very long and complex. For instance, OpenAI's vector size is typically 1536, which means each embedding is an array of 1536 floating ... Mar 18, 2024 ... We are excited to announce that Cohere Embed is the first embedding model that natively supports int8 and binary embeddings. output_dimensionality. Optional: int. Used to specify output embedding size. If set, output embeddings will be truncated to the size specified. Here are some test forms on fitting-net size tuning or embedding-net size tuning performed on several different systems.