 
                This post is divided into three parts; they are: • Why Attention is Needed • The Attention Operation • Multi-Head Attention (MHA) • Grouped-Query Attention (GQA) and Multi-Query Attention (MQA) Traditional neural networks struggle with long-range dependencies in sequences.

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 Max Headroom
                                        Max Headroom                     
                                                                                                                                                                                                            



 
                                                                                                                                                                                                             
                                             
                                             
                                             
                                             
                                             
                                             
                 
                 
                 
                 
                