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by somenameforme 770 days ago
Since OpenAI has gone completely closed, they've been increasingly opaque and dodgy about how even things like basic chat works. Assuming the various leaked details of GPT-4 [1] are correct (and to my knowledge there has been no indication that they are not), they have been actively misleading and deceptive - as even the 'basic' GPT4 is a mixture of experts system, and not one behemoth neural network.

[1] - https://lifearchitect.ai/gpt-4/

1 comments

A Mixture of Experts model is still one behemoth neural network and believing otherwise is just a common misconception on term.

MoE are attempts at sparsity, only activating a set number of neurons/weights at a time. They're not separate models stitched together. They're not an Ensemble. I blame the name at this point.