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Mamba: Linear-Time Sequence Modeling with Selective State Spaces (Paper Explained)
40:40
YouTubeYannic Kilcher
Mamba: Linear-Time Sequence Modeling with Selective State Spaces (Paper Explained)
#mamba #s4 #ssm OUTLINE: 0:00 - Introduction 0:45 - Transformers vs RNNs vs S4 6:10 - What are state space models? 12:30 - Selective State Space Models 17:55 - The Mamba architecture 22:20 - The SSM layer and forward propagation 31:15 - Utilizing GPU memory hierarchy 34:05 - Efficient computation via prefix sums / parallel scans 36:01 ...
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Shorts
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