TL;DR Key Takeaways : Gemma Scope enhances the interpretability of AI language models by using sparse autoencoder technology to reveal their inner workings.

In particular, the sparse autoencoder that supports GPT-4 was able to find 16 million features of GPT-4. OpenAI has published the features found from GPT-4 and GPT-2 small and the corresponding ...

An autoencoder is a specific type of neural network. The main disadvantage of using a neural autoencoder is that you must fine-tune the training parameters (max epochs, learning rate, batch size) and ...