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Steering LLM Behavior Without Fine-Tuning

Source
youtube.com
Author
Hugging Face
Date
Why it matters

changes model behavior or personality at time with no training data or compute, an option when prompts are insufficient.

Terms in this piece · Glossary
  • LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
  • inference — Running a trained model to get answers — the phase where AI is actually used, as opposed to trained.
  • fine-tuning — Taking a trained model and training it a bit more on your own examples so it gets better at one specific job.
  • activation steering — Changing a model's behavior by nudging its internal activations directly at runtime — no retraining, no prompt changes.
Read the source www.youtube.com
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