Re:Implementation of Google's Griffin Architecture – RNN LLM
by boywitharupee on Thursday April 11, 2024 @06:44AM
(#40000711)
and is Griffin a state space model?
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Re:Implementation of Google's Griffin Architecture – RNN LLM
by imjonse on Thursday April 11, 2024 @08:27AM
(#40001386)
No, it's a combination of RNN and Transformer.
Re:Implementation of Google's Griffin Architecture – RNN LLM
by michwilinski on Thursday April 11, 2024 @08:49AM
(#40001537)
I mean, SSMs are in fact under the hood RNNs
Re:Implementation of Google's Griffin Architecture – RNN LLM
by VHRanger on Thursday April 11, 2024 @05:06PM
(#40006800)
At the end of the day, either you carry around a hidden state, or you have a fixed window for autoregression.
You can call hidden states "RNN-like" and autoregressive windows "transformer-like", but apart from those two core paradigms I don't know of other ways to do sequence modelling.
Mamba/RWKV/Griffin are somewhere between those two extremes.