tim-lawson / mlsaeLinks
Multi-Layer Sparse Autoencoders (ICLR 2025)
☆23Updated 3 months ago
Alternatives and similar repositories for mlsae
Users that are interested in mlsae are comparing it to the libraries listed below
Sorting:
- Open source replication of Anthropic's Crosscoders for Model Diffing☆55Updated 7 months ago
- ☆43Updated 6 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆89Updated last week
- A library for efficient patching and automatic circuit discovery.☆65Updated last month
- 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…☆11Updated 4 months ago
- ☆33Updated 4 months ago
- Sparse Autoencoder Training Library☆50Updated last month
- ☆97Updated last month
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆35Updated 6 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆25Updated last year
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆47Updated 7 months ago
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆20Updated 6 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆75Updated 6 months ago
- ☆14Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆58Updated 6 months ago
- ☆170Updated last month
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆34Updated last year
- ☆50Updated 3 weeks ago
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆68Updated 4 months ago
- ☆36Updated 2 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆180Updated this week
- ☆120Updated 6 months ago
- ☆34Updated 2 weeks ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆26Updated last year
- ☆93Updated 3 months ago
- ☆83Updated 9 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆167Updated last month
- Algebraic value editing in pretrained language models☆65Updated last year
- General-purpose activation steering library☆74Updated 3 weeks ago
- ☆61Updated 2 months ago