IINemo / lm-polygraph
☆257Updated this week
Alternatives and similar repositories for lm-polygraph:
Users that are interested in lm-polygraph are comparing it to the libraries listed below
- BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.☆198Updated last week
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆170Updated 2 months ago
- AI Logging for Interpretability and Explainability🔬☆111Updated 10 months ago
- Improving Alignment and Robustness with Circuit Breakers☆197Updated 7 months ago
- Code for NeurIPS'24 paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'☆187Updated 4 months ago
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆109Updated this week
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆91Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆169Updated this week
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆73Updated last year
- ☆91Updated 2 weeks ago
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆208Updated 6 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆95Updated 2 months ago
- ☆87Updated 9 months ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆221Updated 5 months ago
- Using sparse coding to find distributed representations used by neural networks.☆236Updated last year
- Steering Llama 2 with Contrastive Activation Addition☆144Updated 11 months ago
- How do transformer LMs encode relations?☆47Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆162Updated last week
- ☆93Updated last year
- ☆82Updated 8 months ago
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆196Updated 2 weeks ago
- Sparse Autoencoder for Mechanistic Interpretability☆241Updated 9 months ago
- A toolkit for describing model features and intervening on those features to steer behavior.☆178Updated 5 months ago
- A resource repository for representation engineering in large language models☆119Updated 5 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆142Updated 2 months ago
- A simple unified framework for evaluating LLMs☆209Updated last week
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆95Updated 2 months ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆197Updated 4 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆185Updated 8 months ago
- ☆144Updated 5 months ago