explanare / ravelLinks
Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
☆57Updated 3 months ago
Alternatives and similar repositories for ravel
Users that are interested in ravel are comparing it to the libraries listed below
Sorting:
- 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…☆12Updated last year
- [ICLR 2025] General-purpose activation steering library☆138Updated 4 months ago
- A library for efficient patching and automatic circuit discovery.☆88Updated last month
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 10 months ago
- ☆99Updated last year
- ☆51Updated 2 years ago
- Algebraic value editing in pretrained language models☆67Updated 2 years ago
- Sparse probing paper full code.☆66Updated 2 years ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆70Updated 2 weeks ago
- ☆103Updated 2 years ago
- ☆115Updated 11 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆163Updated 7 months ago
- ☆58Updated 2 years ago
- Code to reproduce key results accompanying "SAEs (usually) Transfer Between Base and Chat Models"☆13Updated last year
- ☆142Updated last month
- Steering Llama 2 with Contrastive Activation Addition☆207Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆45Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆100Updated 2 years ago
- ☆29Updated last year
- ☆70Updated 6 months ago
- ☆16Updated last year
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆40Updated 5 months ago
- AI Logging for Interpretability and Explainability🔬☆138Updated last year
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆30Updated 11 months ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆99Updated 4 years ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆30Updated 3 months ago