EleutherAI / elk-generalizationLinks
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
☆28Updated last year
Alternatives and similar repositories for elk-generalization
Users that are interested in elk-generalization 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"☆71Updated last year
- A library for efficient patching and automatic circuit discovery.☆70Updated 2 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆56Updated 8 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆99Updated 2 weeks ago
- ☆87Updated 11 months ago
- datasets from the paper "Towards Understanding Sycophancy in Language Models"☆81Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆77Updated 7 months ago
- ☆45Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆40Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆192Updated last week
- Sparse Autoencoder Training Library☆53Updated 2 months ago
- ☆92Updated 2 months ago
- Algebraic value editing in pretrained language models☆65Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆112Updated 4 months ago
- Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State☆18Updated last year
- ☆121Updated 11 months ago
- A mechanistic approach for understanding and detecting factual errors of large language models.☆46Updated last year
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆112Updated last year
- ☆40Updated last month
- CausalGym: Benchmarking causal interpretability methods on linguistic tasks☆44Updated 7 months ago
- ☆23Updated 5 months ago
- ☆60Updated this week
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆90Updated 7 months ago
- ☆28Updated last year
- ☆14Updated last year
- Codebase for Inference-Time Policy Adapters☆24Updated last year
- A repository for transformer critique learning and generation☆90Updated last year
- ☆66Updated last year
- ☆55Updated 9 months ago
- ☆29Updated last year