Mamba and S4 Explained: Architecture, Parallel Scan, Kernel Fusion, Recurrent, Convolution, Math

Mamba and S4 Explained: Architecture, Parallel Scan, Kernel Fusion, Recurrent, Convolution, Math
Transcript
hello guys welcome back to my Channel today we are going to talk about Mamba so Mamba is a new model for sequence modeling that came out just one month ago in a paper called Mamba linear time sequence modeling with Selective State spaces let's review the topics of today in the first part of the video I will be introducing what are sequence models a... Read More
Install to Summarize YouTube Videos and Get Transcripts
Explore YouTube Video Summarizer or Get YouTube Transcript Extractor
Read in Other Languages (beta)
Share This Summary 📚
Summarize YouTube Videos and Get Video Transcripts with 1-Click
Download browser extensions on:
Try YouTube Summary with ChatGPT & Claude or YouTube Transcript Generator
Explore More Summaries from Umar Jamil 📚

Coding a Transformer from scratch on PyTorch, with full explanation, training and inference.
Umar Jamil

What Is the Transformer Model and Its Advantages Over RNNs?
Umar Jamil

Attention is all you need (Transformer) - Model explanation (including math), Inference and Training
Umar Jamil

Variational Autoencoder - Model, ELBO, loss function and maths explained easily!
Umar Jamil

Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW)
Umar Jamil
Summarize YouTube Videos and Get Video Transcripts with 1-Click
Download browser extensions on:
Try YouTube Summary with ChatGPT & Claude or YouTube Transcript Generator