Infinite-Parameter LLMs: Generating and Adapting Weights from Live Data
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Infinite-Parameter LLMs: Generating and Adapting Weights from Live Data
Unofficial Hacker News client; not affiliated with Y Combinator.
killerstorm · · focus · HN ↗
I.e. it basically takes text, computes and embedding and makes a LoRA adapter out of this embedding.
Note that it is equivalent to a recurrent module attached to a transformer. Dynamically generated weights (proposed in the article) are computationally equivalent to multiplicative-gating network with fixed weights. Basically just a beefier variant of GLU operating on a slightly larger state.