FlyingPumba / InterpBenchLinks
A benchmark for mechanistic discovery of circuits in Transformers
☆14Updated 6 months ago
Alternatives and similar repositories for InterpBench
Users that are interested in InterpBench are comparing it to the libraries listed below
Sorting:
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆35Updated last year
- A library for efficient patching and automatic circuit discovery.☆67Updated 2 months ago
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆20Updated 7 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆55Updated 7 months ago
- ☆227Updated 8 months ago
- Algebraic value editing in pretrained language models☆65Updated last year
- Attribution-based Parameter Decomposition☆25Updated 2 weeks ago
- A small package implementing some useful wrapping around nnsight☆13Updated this week
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆47Updated 8 months ago
- ☆101Updated 3 weeks ago
- ☆35Updated last month
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆27Updated last year
- ☆13Updated 2 months ago
- ☆173Updated 2 months ago
- Sparse Autoencoder Training Library☆52Updated last month
- ☆121Updated last year
- ☆120Updated 10 months ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆18Updated 5 months ago
- ☆44Updated 7 months ago
- Tools for studying developmental interpretability in neural networks.☆94Updated 5 months ago
- ☆77Updated 4 months ago
- ☆17Updated 6 months ago
- ☆65Updated last month
- ☆95Updated 4 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆27Updated last year
- 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
- ☆11Updated 11 months ago
- ☆85Updated 10 months ago
- Mechanistic Interpretability Visualizations using React☆257Updated 6 months ago
- Redwood Research's transformer interpretability tools☆14Updated 3 years ago