A resource repository for representation engineering in large language models
☆153Nov 14, 2024Updated last year
Alternatives and similar repositories for awesome-representation-engineering
Users that are interested in awesome-representation-engineering are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation repository for the paper Towards General Conceptual Model Editing via Adversarial Representation Engineering.☆20Dec 6, 2024Updated last year
- [ICLR 2025] General-purpose activation steering library☆174Sep 18, 2025Updated 8 months ago
- Representation Engineering: A Top-Down Approach to AI Transparency☆1,006Aug 14, 2024Updated last year
- Steering Llama 2 with Contrastive Activation Addition☆236May 23, 2024Updated 2 years ago
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆46Jul 28, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Steering vectors for transformer language models in Pytorch / Huggingface☆151Feb 21, 2025Updated last year
- Improving Alignment and Robustness with Circuit Breakers☆263Sep 24, 2024Updated last year
- ☆14Feb 24, 2025Updated last year
- ☆25Jun 13, 2024Updated 2 years ago
- Algebraic value editing in pretrained language models☆70Nov 1, 2023Updated 2 years ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆81Jan 16, 2026Updated 5 months ago
- ☆60Jun 13, 2024Updated 2 years ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆43Jan 18, 2026Updated 4 months ago
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆403Jun 13, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A curated list of resources for activation engineering☆139Oct 2, 2025Updated 8 months ago
- 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…☆13Jan 26, 2025Updated last year
- Code release for the paper "Style Vectors for Steering Generative Large Language Models", accepted to the Findings of the EACL 2024.☆36Sep 26, 2024Updated last year
- Materials for "Multi-property Steering of Large Language Models with Dynamic Activation Composition"☆14Nov 22, 2024Updated last year
- ☆253Feb 22, 2024Updated 2 years ago
- ☆30Aug 2, 2024Updated last year
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆883Mar 6, 2026Updated 3 months ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆108May 20, 2025Updated last year
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆35Jan 31, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆307Jan 22, 2026Updated 4 months ago
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆67Jun 9, 2025Updated last year
- Official codebase for "Analyzing the Generalization and Reliability of Steering Vectors"☆21Dec 14, 2024Updated last year
- Experiments with representation engineering☆14Feb 28, 2024Updated 2 years ago
- ☆123Feb 11, 2025Updated last year
- The Github repo for our survey paper: "Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large…☆139Apr 15, 2026Updated 2 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆198Mar 12, 2026Updated 3 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆147Jul 13, 2025Updated 11 months ago
- An exploration of LLM steering☆26Jun 15, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A library for making RepE control vectors☆731Sep 24, 2025Updated 8 months ago
- Modified to support crosscoder training.☆27Feb 4, 2026Updated 4 months ago
- Our research proposes a novel MoGU framework that improves LLMs' safety while preserving their usability.☆18Jan 14, 2025Updated last year
- Code to the paper: The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence☆32Jul 31, 2025Updated 10 months ago
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆582Jan 28, 2025Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆103Sep 21, 2023Updated 2 years ago
- Accompanying codebase for neuroscope.io, a website for displaying max activating dataset examples for language model neurons☆14Feb 13, 2023Updated 3 years ago