Geoffrey Hinton / Nobelpreis für Physik [Re: Microsoft is plagiarizing my Invention [LLMs under the hood]]

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Sujet : Geoffrey Hinton / Nobelpreis für Physik [Re: Microsoft is plagiarizing my Invention [LLMs under the hood]]
De : janburse (at) *nospam* fastmail.fm (Mild Shock)
Groupes : sci.math
Date : 08. Oct 2024, 15:06:57
Autres entêtes
Message-ID : <ve3e9v$5j97$6@solani.org>
References : 1 2 3 4 5
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Maybe these guys were earlier:
Jacobs, R. A., Jordan, M. I., Nowlan, S. J., and Hinton,
G. E. Adaptive mixtures of local experts.
Neural Computation, 1991.
And more connectionist than my symbolic approach.
Disclaimer: Never read the paper yet.
Mild Shock schrieb:
will probably never get a Turing Award or something
for what I did 23 years ago. Why is its reading
count on research gate suddently going up?
 Knowledge, Planning and Language,
November 2001
 I guess because of this, the same topic takled by
Microsofts recent model GRIN. Shit. I really should
find some investor and pump up a start up!
 "Mixture-of-Experts (MoE) models scale more
effectively than dense models due to sparse
computation through expert routing, selectively
activating only a small subset of expert modules."
https://arxiv.org/pdf/2409.12136
 But somehow I am happy with my dolce vita as
it is now... Or maybe I am decepting myself?
 P.S.: From the GRIN paper, here you see how
expert domains modules relate with each other:
 Figure 6 (b): MoE Routing distribution similarity
across MMLU 57 tasks for the control recipe.

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