tim-lawson / mlsaeLinks
Multi-Layer Sparse Autoencoders (ICLR 2025)
☆26Updated 9 months ago
Alternatives and similar repositories for mlsae
Users that are interested in mlsae are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆73Updated 4 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆140Updated 4 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆83Updated 11 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆59Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆183Updated 6 months ago
- ☆52Updated 9 months ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆40Updated last year
- ☆56Updated 11 months ago
- Sparse Autoencoder Training Library☆55Updated 6 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆222Updated last week
- A library for efficient patching and automatic circuit discovery.☆79Updated 3 months ago
- Universal Neurons in GPT2 Language Models☆31Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆42Updated last year
- Collection of Reverse Engineering in Large Model☆35Updated 10 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆134Updated 4 months ago
- ☆23Updated 9 months ago
- ☆109Updated 9 months ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆56Updated 2 weeks ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆28Updated 2 weeks ago
- Test-time-training on nearest neighbors for large language models☆46Updated last year
- Code for "Reasoning to Learn from Latent Thoughts"☆122Updated 7 months ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆85Updated last year
- ☆88Updated 7 months ago
- ☆87Updated last year
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆92Updated 11 months ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆61Updated 3 months ago
- Reinforcing General Reasoning without Verifiers☆91Updated 4 months ago
- ☆51Updated last year
- Code repo for the model organisms and convergent directions of EM papers.☆36Updated last month
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆81Updated 9 months ago