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Every Neural Network Explained - LSTM with Attention

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Every Neural Network Explained - LSTM with Attention

Ever wonder what the bottleneck was in older LLM architectures like LSTMs? They had to compress an entire sequence into a single fixed-size vector, leading to data loss and the model forgetting the start of the sentence. Enter Attention in 2014! Don't throw away the intermediate states. Attention gives the decoder access to the entire input ...

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