IBM / sae-steering
Code to enable layer-level steering in LLMs using sparse auto encoders
☆16Updated 7 months ago
Alternatives and similar repositories for sae-steering:
Users that are interested in sae-steering are comparing it to the libraries listed below
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆70Updated 3 weeks ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆73Updated 4 months ago
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆54Updated last month
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆103Updated last year
- Algebraic value editing in pretrained language models☆63Updated last year
- A library for efficient patching and automatic circuit discovery.☆63Updated this week
- ☆13Updated last year
- Open source replication of Anthropic's Crosscoders for Model Diffing☆52Updated 5 months ago
- This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen,…☆48Updated 4 months ago
- General-purpose activation steering library☆61Updated 3 months ago
- ☆60Updated 11 months ago
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆69Updated 10 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆95Updated 2 months ago
- Steering Llama 2 with Contrastive Activation Addition☆144Updated 11 months ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆52Updated last month
- ☆23Updated 2 months ago
- ☆82Updated 8 months ago
- Codebase for Inference-Time Policy Adapters☆23Updated last year
- ☆36Updated 5 months ago
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆17Updated 5 months ago
- Code release for the paper "Style Vectors for Steering Generative Large Language Models", accepted to the Findings of the EACL 2024.☆27Updated 7 months ago
- Official Repo for Paper "Optimizing Temperature for Language Models with Multi-Sample Inference"☆16Updated 2 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 11 months ago
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆22Updated 2 months ago
- ☆96Updated 9 months ago
- ☆104Updated 5 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆25Updated last year
- [ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)☆77Updated 6 months ago
- Official implementation repository for the paper Towards General Conceptual Model Editing via Adversarial Representation Engineering.☆17Updated 4 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆53Updated 3 weeks ago