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ai-research-04-mechanistic-interpretability-pyvene

Guides users in performing causal interventions on PyTorch models using pyvene's framework for reproducible experiments.

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The ai-research-04-mechanistic-interpretability-pyvene skill was audited on Jun 8, 2026 and we found 10 security issues across 1 threat category. Review the findings below before installing.

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SourceSKILL.md
14**Paper**: [pyvene: A Library for Understanding and Improving PyTorch Models via Interventions](https://aclanthology.org/2024.naacl-demo.16) (NAACL 2024)
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449- [pyvene 101](https://stanfordnlp.github.io/pyvene/tutorials/pyvene_101.html)
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450- [Causal Tracing Tutorial](https://stanfordnlp.github.io/pyvene/tutorials/advanced_tutorials/Causal_Tracing.html)
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451- [IOI Circuit Replication](https://stanfordnlp.github.io/pyvene/tutorials/advanced_tutorials/IOI_Replication.html)
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452- [DAS Introduction](https://stanfordnlp.github.io/pyvene/tutorials/advanced_tutorials/DAS_Main_Introduction.html)
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455- [Locating and Editing Factual Associations in GPT](https://arxiv.org/abs/2202.05262) - Meng et al. (2022)
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456- [Inference-Time Intervention](https://arxiv.org/abs/2306.03341) - Li et al. (2023)
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457- [Interpretability in the Wild](https://arxiv.org/abs/2211.00593) - Wang et al. (2022)
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460- [Official Docs](https://stanfordnlp.github.io/pyvene/)
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461- [API Reference](https://stanfordnlp.github.io/pyvene/api/)
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