microsoft / mechanistic-error-probeLinks
A mechanistic approach for understanding and detecting factual errors of large language models.
☆47Updated last year
Alternatives and similar repositories for mechanistic-error-probe
Users that are interested in mechanistic-error-probe are comparing it to the libraries listed below
Sorting:
- 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
- ☆74Updated last year
- ☆107Updated 7 months 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
- Steering vectors for transformer language models in Pytorch / Huggingface☆124Updated 6 months ago
- A library for efficient patching and automatic circuit discovery.☆76Updated last month
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆116Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆128Updated 2 months ago
- datasets from the paper "Towards Understanding Sycophancy in Language Models"☆92Updated last year
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆186Updated 7 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆78Updated 9 months ago
- ☆91Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆179Updated 5 months ago
- Sparse and discrete interpretability tool for neural networks☆63Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆211Updated last week
- Open source replication of Anthropic's Crosscoders for Model Diffing☆59Updated 10 months ago
- PASTA: Post-hoc Attention Steering for LLMs☆122Updated 9 months ago
- ☆122Updated last year
- ☆100Updated last year
- Steering Llama 2 with Contrastive Activation Addition☆180Updated last year
- The Prism Alignment Project☆79Updated last year
- ☆54Updated 2 years ago
- The Official Repository for "Bring Your Own Data! Self-Supervised Evaluation for Large Language Models"☆107Updated last year
- Repo for: When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment☆38Updated 2 years ago
- ☆142Updated last week
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆41Updated last year
- Sparse Autoencoder Training Library☆54Updated 4 months ago
- ☆69Updated last year
- A repository for transformer critique learning and generation☆90Updated last year
- Repository for the paper Stream of Search: Learning to Search in Language☆150Updated 7 months ago