IBM / sae-steeringLinks
Code to enable layer-level steering in LLMs using sparse auto encoders
☆28Updated 4 months ago
Alternatives and similar repositories for sae-steering
Users that are interested in sae-steering are comparing it to the libraries listed below
Sorting:
- ☆99Updated last year
- Code repo for the model organisms and convergent directions of EM papers.☆48Updated 4 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆163Updated 7 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆83Updated last year
- Algebraic value editing in pretrained language models☆67Updated 2 years ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆64Updated 5 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆63Updated last year
- 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
- Sparse Autoencoder Training Library☆56Updated 9 months ago
- This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen,…☆55Updated last year
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆124Updated last year
- A library for efficient patching and automatic circuit discovery.☆88Updated last month
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆47Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- ☆74Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆100Updated 2 years ago
- Steering Llama 2 with Contrastive Activation Addition☆207Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆191Updated 9 months ago
- ☆34Updated 11 months ago
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆26Updated last year
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆39Updated 5 months ago
- Replicating O1 inference-time scaling laws☆93Updated last year
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆30Updated 3 months ago
- ☆203Updated 9 months ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆94Updated last year
- A tiny easily hackable implementation of a feature dashboard.☆15Updated 3 months ago
- ☆24Updated last year
- ☆71Updated 6 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆241Updated 2 weeks ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆140Updated 11 months ago