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state space models

2 statements across 2 episodes · 2 bullish · 0 bearish · 2 people on the record · first statement Aug 17, 2024 by Jeremy Howard · across every show →

Everything said about state space models, oldest first

Aug 17, 2024 positive
Prediction Not checkable as stated
Howard: AI developers will spend 12 months mapping RAG, fine-tuning, and KV caching
“Something over the next 12 months people will be spending time thinking about is how to, like, where to use RAG, where to use fine-tuning, where to use KV cache storage, you know, and how to use state.”
Jeremy Howard Aug 17, 2024 ▶ 1:08:05 Answer.ai & AI Magic with Jeremy Howard
Dec 24, 2024 positive
Insight
Cheah: Non-positional attention architectures remain stable beyond trained context
“One key advantage of this alternate attention mechanic that is not based on token position is that the model don't suddenly become crazy when you go past the eight K training context or a million context. It is actually still stable. It's still, it's able to r…”
Eugene Cheah Dec 24, 2024 ▶ 41:28 2024 in Post-Transformer Architectures: State Space Models, RWKV [Latent Space LIVE! @ NeurIPS 2024]
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