IBM / sae-steeringLinks
Code to enable layer-level steering in LLMs using sparse auto encoders
☆26Updated 3 weeks ago
Alternatives and similar repositories for sae-steering
Users that are interested in sae-steering are comparing it to the libraries listed below
Sorting:
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆136Updated 3 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆117Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆81Updated 10 months ago
- ☆91Updated last year
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆61Updated last month
- This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen,…☆51Updated 10 months ago
- 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☆54Updated 5 months ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆92Updated 10 months ago
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆59Updated last year
- ☆72Updated last year
- Algebraic value editing in pretrained language models☆66Updated last year
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆15Updated 6 months ago
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆35Updated last month
- NeurIPS'24 - LLM Safety Landscape☆30Updated 7 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆125Updated 7 months ago
- ☆32Updated 7 months ago
- ☆15Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- A library for efficient patching and automatic circuit discovery.☆77Updated 2 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆59Updated 11 months ago
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆80Updated 8 months ago
- [ICLR 2025] General-purpose activation steering library☆108Updated 3 weeks ago
- ☆78Updated 8 months ago
- [ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)☆83Updated 11 months ago
- ☆52Updated 2 months ago
- Steering Llama 2 with Contrastive Activation Addition☆187Updated last year
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆24Updated 10 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆180Updated 5 months ago
- Code repo for the model organisms and convergent directions of EM papers.☆30Updated 2 weeks ago