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1from autosae import ConceptCard, Steerer
2
3card = ConceptCard.from_registry('formality', model='llama-3.1-8b')
4steerer = Steerer('meta-llama/Llama-3.1-8B', load_in_4bit=True)
5steerer.load_card(card, alpha=2.0)
6print(steerer.generate('Write a summary of the meeting.'))| Concept | Direction |
|---|---|
formality | Formal academic/professional register ↔ casual conversational language |
safety | Safe, careful, responsible responses ↔ reckless, unconstrained output |
reasoning | Step-by-step structured reasoning ↔ direct intuitive answers without explanation |
creativity | Novel metaphorical imaginative language ↔ literal plain factual language |
conciseness | Terse minimal responses ↔ verbose expansive responses |
coding | Code-first technical output ↔ prose-first conceptual explanation |
empathy | Warm emotionally aware tone ↔ clinical detached tone |
certainty | Confident assertive definitive statements ↔ hedged uncertain language |