How does embedding size impact the representation of sensitive attributes?

Apr 2, 2025 ... Resource and data size limits​ ; Embedding dimension. Per index. 4096 ; Indexes. Per endpoint. 50 ; Columns. Per index. 50 ; Columns. Supported ... Jul 8, 2023 ... The 'dimension' of an embedding refers to the length of the vector representing an object. So, an embedding with 1536 dimensions means that ... Choose your embed sizing. Wistia embeds can remain at a fixed size or be fully responsive to any screen or browser. Sizing is a bit ... Feb 13, 2023 ... The size of the embedding matrix (WE) is (50000 * 768) for small models, where there are 50000 tokens and 768 dimensions. The unembedding ... Aug 8, 2020 ... After I embed fonts, the size changes to 6.38x9.01, which is unacceptable to the publishing company and kicks it out with an "invalid trim size" error. Higher dimensions allow more nuanced representations but require more computational resources. For instance, word embeddings like Word2Vec often use 300 ... A modal window will open with the HTML code. By default, this code is for a Responsive player, but you can manually configure the embedded player's size (in ... Jul 14, 2020 ... The models we trained use for instance token embeddings of size 500 and feature embeddings of 12 to get to 512 in total. That makes sense ... 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 ... Apr 11, 2019 ... Image should be JPG or PNG. Both can be saved down to a lower resolution/smaller size/lower color depth by third party software.