301 Moved Permanently Formula for positional encoding: for each position p p in the sequence and for each dimension 2 i 2i and 2 i 1 2i 1 in the encoding vector: these formulas use sine and cosine functions to create wave like patterns that changes across the sequence positions. Positional encodings solve this problem by providing information about each token’s position in the sequence. each token is converted into a vector through the model’s embedding layer, with the vector size called the “hidden dimension”. positional encoding adds position information by creating a vector of the same hidden dimension.
301 Moved Permanently Positional encoding describes the location or position of an entity in a sequence so that each position is assigned a unique representation. there are many reasons why a single number, such as the index value, is not used to represent an item’s position in transformer models. Positional encoding is a mechanism used in transformer to provide information about the order of tokens within an input sequence. in the transformer architecture, positional encoding component is added after the input embedding sub layer.
301 Moved Permanently
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