Gradient Dissent: Conversations on AI cover image

Providing Greater Access to LLMs with Brandon Duderstadt, Co-Founder and CEO of Nomic AI

Gradient Dissent: Conversations on AI

CHAPTER

How to Evaluate an Embedding

When you ablate sort of plant articles from the training data, all of the proximity relationships in the natural place and animal articles start to get messed up as well. So two animals might be kind of far apart from each other. And so these sort of very interesting quirks of how the model is defining relatedness can really show up and wreak havoc on these downstream systems.

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