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The Top 9 Mechanistic Interpretability Open Source Projects

Open source projects categorized as Mechanistic Interpretability
Categories > Mechanistic Interpretability
Pyvene ⭐ 101
Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions
most recent commit 5 months ago
Decisiontransformerinterpretability ⭐ 48
Interpreting how transformers simulate agents performing RL tasks
most recent commit 8 months ago
Sparse Probing Paper ⭐ 29
Sparse probing paper full code.
most recent commit 7 months ago
Interpretability Starter ⭐ 26
🧠 Starter templates for doing interpretability research
most recent commit a year ago
Automated Explanations ⭐ 26
Explain a black-box module in natural language.
most recent commit 5 months ago
Codebook Features ⭐ 14
Sparse and discrete interpretability tool for neural networks
most recent commit 8 months ago
Universal Neurons ⭐ 8
Universal Neurons in GPT2 Language Models
most recent commit 5 months ago
Deepdecipher ⭐ 7
🦠 DeepDecipher: An open source API to MLP neurons
most recent commit 5 months ago
Steering Vectors ⭐ 5
Steering vectors for transformer language models in Pytorch / Huggingface
most recent commit 5 months ago
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