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How can we interpret the internal activations of LLMs? Logit lens is a popular technique to translate internal activations of an LLM to token space. In this blog, written during Project Viveka ,we examined where logit lens fails.
#AI #LLM #mechanisticinterpretability #logitlens
What do we mean by “internal language”? Transformers gradually map token embeddings layer by layer to allow for predicting the next token. Intermediate embeddings before the last layer show us what token the model would predict at that point #LogitLens https://t.co/wLX6q43wMd
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