IBM / sae-steering
Code to enable layer-level steering in LLMs using sparse auto encoders
☆13Updated 6 months ago
Alternatives and similar repositories for sae-steering:
Users that are interested in sae-steering are comparing it to the libraries listed below
- Code for "Reasoning to Learn from Latent Thoughts"☆51Updated this week
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆72Updated 4 months ago
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆67Updated 9 months ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆18Updated 2 months ago
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆10Updated last month
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆17Updated 4 months ago
- ☆13Updated last year
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆47Updated 2 weeks ago
- Implementation of PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆35Updated 4 months ago
- ☆21Updated 2 months ago
- Algebraic value editing in pretrained language models☆63Updated last year
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆44Updated last month
- Code to reproduce key results accompanying "SAEs (usually) Transfer Between Base and Chat Models"☆11Updated 8 months ago
- A library for efficient patching and automatic circuit discovery.☆59Updated last month
- General-purpose activation steering library☆52Updated 2 months ago
- ☆23Updated last month
- ☆61Updated 4 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆46Updated 5 months ago
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆21Updated last month
- This is the official repository for the "Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP" paper acce…☆21Updated 11 months ago
- Sparse Autoencoder Training Library☆43Updated 4 months ago
- ☆60Updated 11 months ago
- ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆33Updated last month
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆103Updated last year
- https://footprints.baulab.info☆17Updated 5 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆23Updated last week
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆11Updated 2 months ago
- ☆30Updated 10 months ago
- A library for mechanistic anomaly detection☆21Updated 2 months ago
- ☆82Updated 7 months ago