amack315 / unsupervised-steering-vectors
☆29Updated 9 months ago
Alternatives and similar repositories for unsupervised-steering-vectors:
Users that are interested in unsupervised-steering-vectors are comparing it to the libraries listed below
- Open source replication of Anthropic's Crosscoders for Model Diffing☆39Updated 3 months ago
- ☆55Updated 3 months ago
- ☆52Updated this week
- A library for efficient patching and automatic circuit discovery.☆53Updated this week
- ☆151Updated this week
- Steering vectors for transformer language models in Pytorch / Huggingface☆88Updated this week
- Steering Llama 2 with Contrastive Activation Addition☆123Updated 8 months ago
- ☆25Updated 3 months ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆26Updated 8 months ago
- ☆203Updated 4 months ago
- Sparse Autoencoder Training Library☆41Updated 3 months ago
- ☆142Updated 3 weeks ago
- ☆29Updated this week
- ☆116Updated last year
- ☆40Updated last month
- Mechanistic Interpretability Visualizations using React☆232Updated 2 months ago
- ☆25Updated 10 months ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆88Updated last year
- Measuring the situational awareness of language models☆34Updated last year
- General-purpose activation steering library☆43Updated last month
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆29Updated 8 months ago
- Algebraic value editing in pretrained language models☆62Updated last year
- ☆109Updated 6 months ago
- Tools for studying developmental interpretability in neural networks.☆84Updated 3 weeks ago
- Using sparse coding to find distributed representations used by neural networks.☆213Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆182Updated 2 months ago
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆181Updated 4 months ago
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆15Updated 3 months ago
- ☆76Updated 6 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆68Updated 2 months ago