EleutherAI / elk-generalization
Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from easy questions to hard
☆26Updated 7 months ago
Alternatives and similar repositories for elk-generalization:
Users that are interested in elk-generalization are comparing it to the libraries listed below
- ☆41Updated this week
- Open source replication of Anthropic's Crosscoders for Model Diffing☆28Updated 2 months ago
- A library for efficient patching and automatic circuit discovery.☆46Updated last month
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆64Updated 6 months ago
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆27Updated 7 months ago
- ☆75Updated 5 months ago
- Algebraic value editing in pretrained language models☆62Updated last year
- ☆135Updated this week
- ☆17Updated last month
- ☆53Updated 2 months ago
- A library for mechanistic anomaly detection☆17Updated last week
- Steering vectors for transformer language models in Pytorch / Huggingface☆78Updated last month
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆66Updated last month
- Steering Llama 2 with Contrastive Activation Addition☆113Updated 7 months ago
- ☆28Updated 8 months ago
- ☆51Updated last year
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆95Updated 9 months ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆35Updated 3 months ago
- Sparse Autoencoder Training Library☆38Updated 2 months ago
- ☆131Updated 3 months ago
- Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State☆18Updated last year
- datasets from the paper "Towards Understanding Sycophancy in Language Models"☆66Updated last year
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆18Updated 9 months ago
- ☆51Updated 7 months ago
- ☆34Updated last year
- ☆52Updated last year
- ☆106Updated 5 months ago
- A mechanistic approach for understanding and detecting factual errors of large language models.☆39Updated 6 months ago
- Replicating O1 inference-time scaling laws☆70Updated last month
- ☆25Updated 9 months ago