ai-research-04-mechanistic-interpretability-transformer-lens
Guides mechanistic interpretability research using TransformerLens for inspecting transformer internals and studying attention patterns.
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The ai-research-04-mechanistic-interpretability-transformer-lens skill was audited on Jun 8, 2026 and we found 9 security issues across 1 threat category. Review the findings below before installing.
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External URL reference
SourceSKILL.md
| 327 | - [Main Demo Notebook](https://transformerlensorg.github.io/TransformerLens/generated/demos/Main_Demo.html) |
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SourceSKILL.md
| 328 | - [Activation Patching Demo](https://colab.research.google.com/github/TransformerLensOrg/TransformerLens/blob/main/demos/Activation_Patching_in_TL_Demo.ipynb) |
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SourceSKILL.md
| 329 | - [ARENA Mech Interp Course](https://arena-foundation.github.io/ARENA/) - 200+ hours of tutorials |
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SourceSKILL.md
| 332 | - [A Mathematical Framework for Transformer Circuits](https://transformer-circuits.pub/2021/framework/index.html) |
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SourceSKILL.md
| 333 | - [In-context Learning and Induction Heads](https://transformer-circuits.pub/2022/in-context-learning-and-induction-heads/index.html) |
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SourceSKILL.md
| 334 | - [Interpretability in the Wild (IOI)](https://arxiv.org/abs/2211.00593) |
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SourceSKILL.md
| 337 | - [Official Docs](https://transformerlensorg.github.io/TransformerLens/) |
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SourceSKILL.md
| 338 | - [Model Properties Table](https://transformerlensorg.github.io/TransformerLens/generated/model_properties_table.html) |
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SourceSKILL.md
| 339 | - [Neel Nanda's Glossary](https://www.neelnanda.io/mechanistic-interpretability/glossary) |
Scanned on Jun 8, 2026
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