Representation Engineering: A Top-Down Approach to AI Transparency
☆1,020Aug 14, 2024Updated last year
Alternatives and similar repositories for representation-engineering
Users that are interested in 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:
- Improving Alignment and Robustness with Circuit Breakers☆268Sep 24, 2024Updated last year
- A library for making RepE control vectors☆750Sep 24, 2025Updated 10 months ago
- A resource repository for representation engineering in large language models☆156Nov 14, 2024Updated last year
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆581Jan 28, 2025Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆268Feb 27, 2026Updated 5 months 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 mechanistic interpretability of GPT-style language models☆3,766Updated this week
- Steering vectors for transformer language models in Pytorch / Huggingface☆160Feb 21, 2025Updated last year
- Steering Llama 2 with Contrastive Activation Addition☆247May 23, 2024Updated 2 years ago
- ☆257Feb 22, 2024Updated 2 years ago
- Algebraic value editing in pretrained language models☆71Nov 1, 2023Updated 2 years ago
- ☆293Oct 1, 2024Updated last year
- ☆224Oct 14, 2025Updated 9 months ago
- Training Sparse Autoencoders on Language Models☆1,499Updated this week
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆897Mar 6, 2026Updated 5 months ago
- 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.
- Using sparse coding to find distributed representations used by neural networks.☆307Nov 10, 2023Updated 2 years ago
- Sparse Autoencoder for Mechanistic Interpretability☆303Jul 20, 2024Updated 2 years ago
- ☆288Mar 2, 2024Updated 2 years ago
- ☆599Jul 19, 2024Updated 2 years ago
- Tools for understanding how transformer predictions are built layer-by-layer☆608Aug 7, 2025Updated last year
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆427Jun 13, 2025Updated last year
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆1,019Updated this week
- Code for 'The Linear Representation Hypothesis and the Geometry of Large Language Models' (ICML 2024)☆126Feb 11, 2025Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆90Mar 7, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆1,082Mar 6, 2024Updated 2 years ago
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,577Mar 5, 2026Updated 5 months ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆106Sep 21, 2023Updated 2 years ago
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal☆1,027Aug 16, 2024Updated last year
- Finding trojans in aligned LLMs. Official repository for the competition hosted at SaTML 2024.☆119Jun 13, 2024Updated 2 years ago
- Sparse Autoencoder Training Library☆58May 1, 2025Updated last year
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆92May 19, 2024Updated 2 years ago
- Universal and Transferable Attacks on Aligned Language Models☆4,759Aug 2, 2024Updated 2 years ago
- ☆114Aug 8, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20…☆358Feb 23, 2024Updated 2 years ago
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆390Jan 23, 2025Updated last year
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆28Sep 25, 2024Updated last year
- ☆4,122Apr 15, 2026Updated 3 months ago
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,245Jun 25, 2026Updated last month
- Erasing concepts from neural representations with provable guarantees☆262Jan 27, 2025Updated last year
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆346May 13, 2025Updated last year