In this second part of a two episode series, Nathan and AI scout Jason Meaux provide a sweeping overview of the first 90 days of Mamba-inspired research. They discuss Mamba's application to computer vision, experiments in extending effective context length, the potential problem of internal rotting states, and the use of hybrid SSMs in biology. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api
RECOMMENDED PODCAST: Autopilot explores the adoption and rollout of AI in the industries that drive the economy and the dynamic founders bringing rapid change to slow-moving industries. From law, to hardware, to aviation, Will Summerlin interviews founders backed by Benchmark, Greylock, and more to learn how they're automating at the frontiers in entrenched industries.
Watch first episode on automating circuit board design here: @AutopilotwithWillSummerlin
LINKS:
Show Notes and Paper Links: https://docs.google.com/document/d/1NK_a3deVL_aczORmSRw8LyujNPotpO7Kd90sIRj9Qx0/edit?usp=sharing
Nathan's original Mamba Deep Dive: https://www.youtube.com/watch?v=X5F2X4tF9iM
Mamba-Palooza Part 1: https://youtu.be/Bg1LQ_jWliU
Statespace.info: https://www.statespace.info/
X/SOCIAL:
@labenz (Nathan)
SPONSORS:
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The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api
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TIMESTAMPS:
(00:00) - Episode Start
(00:01:14) - Nathan and Jason’s Bet
(00:04:51) - U-Mamba
(00:15:10) - Sponsors: Oracle | Omneky
(00:06:08) - Swin U-Mamba
(00:18:59) - Vision Mamba
(00:24:30 - VMamba
(00:27:26) - VM-UNet
(00:30:37) - Sponsors: Brave | On Deck
(00:35:15) - SegMamba
(00:36:59) - Vivim
(00:37:31) - Mamba Morph
(00:39:01) - Graph Mamba
(00:43:15) - Long Mamba
(00:59:54) - Evo and StripedHyena
The Cognitive Revolution is produced by Turpentine: a media network covering technology, business, and culture.
Producer: Vivian Meng
Editor: Graham Bessellieu
For sponsor or guest inquiries, email: vivian@turpentine.co
