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Microsoft recently announced Mu, a new small language model designed to integrate with the Windows 11 UI experience. Mu will ...
Depending on the application, a transformer model follows an encoder-decoder architecture. The encoder component learns a vector representation of data that can then be used for downstream tasks ...
The encoder processes the input sequence, while the decoder generates the output sequence. Multiple layers of self-attention and feed-forward neural networks make up the transformer's architecture ...
It supports arbitrary depths of LSTM layers in both, the encoder as well as the decoder. Similar topologies have achieved an F1 score of 95.66% in the slot filling task of the standard ATIS benchmark.