tonychenxyz / selfieLinks
This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen, Carl Vondrick, and Chengzhi Mao.
☆51Updated 10 months ago
Alternatives and similar repositories for selfie
Users that are interested in selfie are comparing it to the libraries listed below
Sorting:
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆117Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆136Updated 3 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆180Updated 5 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆158Updated 7 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆30Updated 7 months ago
- ☆41Updated last year
- Improving Alignment and Robustness with Circuit Breakers☆236Updated last year
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆190Updated 7 months ago
- ☆192Updated 5 months ago
- ☆79Updated 8 months ago
- [ICLR'24 Spotlight] A language model (LM)-based emulation framework for identifying the risks of LM agents with tool use☆165Updated last year
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆154Updated this week
- ☆63Updated 7 months ago
- [ICLR 2025] General-purpose activation steering library☆108Updated 3 weeks ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆124Updated 2 months ago
- ☆207Updated 6 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆120Updated last year
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆80Updated 8 months ago
- Steering Llama 2 with Contrastive Activation Addition☆187Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆64Updated 10 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆128Updated 6 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆106Updated 2 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆80Updated 7 months ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆98Updated 2 years ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆40Updated 11 months ago
- ☆34Updated last year
- ☆91Updated last year
- A resource repository for representation engineering in large language models☆136Updated 10 months ago
- Critique-out-Loud Reward Models☆70Updated 11 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year