FlyingPumba / InterpBenchLinks
A benchmark for mechanistic discovery of circuits in Transformers
☆16Updated 7 months ago
Alternatives and similar repositories for InterpBench
Users that are interested in InterpBench are comparing it to the libraries listed below
Sorting:
- A library for efficient patching and automatic circuit discovery.☆73Updated 2 weeks ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆57Updated 9 months ago
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆40Updated last year
- Sparse Autoencoder Training Library☆54Updated 3 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆200Updated this week
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆52Updated 10 months ago
- Attribution-based Parameter Decomposition☆28Updated last month
- ☆121Updated last year
- ☆107Updated 3 weeks ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆28Updated last year
- ☆103Updated 5 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆119Updated 5 months ago
- Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State☆18Updated last year
- Tools for optimizing steering vectors in LLMs.☆11Updated 3 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆77Updated 8 months ago
- Code repo for the model organisms and convergent directions of EM papers.☆20Updated 2 weeks ago
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆72Updated last year
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆18Updated 6 months ago
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆12Updated 6 months ago
- ☆38Updated 6 months ago
- Algebraic value editing in pretrained language models☆65Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆112Updated last month
- Universal Neurons in GPT2 Language Models☆30Updated last year
- ☆124Updated last year
- ☆183Updated 3 weeks ago
- ☆15Updated 3 months ago
- ☆32Updated last year
- ☆234Updated 10 months ago
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆24Updated 8 months ago
- ☆62Updated last week