Vector Embeddings, Quantization, Vector Quantization.
Thus, the storage requirement for a single vector is: Now, by applying quantization and converting each element to an 8-bit unsigned integer, the storage requirement per element drops to 1 byte. Consequently, the storage needed for the entire vector becomes: This reduction translates to a “32x”