stanfordnlp / axbenchLinks
Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
☆124Updated 2 months ago
Alternatives and similar repositories for axbench
Users that are interested in axbench are comparing it to the libraries listed below
Sorting:
- Function Vectors in Large Language Models (ICLR 2024)☆177Updated 4 months ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆39Updated 9 months ago
- ☆90Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆122Updated 6 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆114Updated last year
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆72Updated last year
- [ICLR 2025] General-purpose activation steering library☆94Updated 3 weeks ago
- Steering Llama 2 with Contrastive Activation Addition☆174Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆206Updated last week
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆181Updated 6 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆77Updated 9 months ago
- A library for efficient patching and automatic circuit discovery.☆76Updated last month
- ☆47Updated last year
- ☆52Updated 4 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆153Updated 6 months ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆53Updated 10 months ago
- ☆96Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆78Updated last year
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆145Updated last week
- AI Logging for Interpretability and Explainability🔬☆125Updated last year
- Open source replication of Anthropic's Crosscoders for Model Diffing☆58Updated 9 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…☆12Updated 7 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆76Updated 5 months ago
- Algebraic value editing in pretrained language models☆65Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆63Updated 9 months ago
- Test-time-training on nearest neighbors for large language models☆45Updated last year
- ☆103Updated 6 months ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆91Updated 9 months ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆28Updated last year
- ☆122Updated last year