Representation Engineering ft. Theia Vogel
AI Rebels
00:00
Enhancing Language Models with Control Vectors
The chapter explores representation engineering through the manipulation of hidden states in language models to control responses and persona. It covers injecting control vectors into the model's layers, visualizing the effects using physics simulators, and training vectors to influence emotions. The discussion compares the use of control vectors to fine-tuning methods, touches on generating varied emotional responses from language models, and emphasizes the flexibility and benefits of control vectors in guiding model output.
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