bilal-chughtai / rep-theory-mech-interpLinks
☆27Updated 2 years ago
Alternatives and similar repositories for rep-theory-mech-interp
Users that are interested in rep-theory-mech-interp are comparing it to the libraries listed below
Sorting:
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆130Updated 3 years ago
- Sparse and discrete interpretability tool for neural networks☆64Updated last year
- Sparse Autoencoder Training Library☆55Updated 7 months ago
- ☆110Updated 9 months ago
- we got you bro☆36Updated last year
- Open source replication of Anthropic's Crosscoders for Model Diffing☆62Updated last year
- Attribution-based Parameter Decomposition☆32Updated 5 months ago
- Universal Neurons in GPT2 Language Models☆31Updated last year
- ☆23Updated 10 months ago
- ☆25Updated last year
- Code Release for "Broken Neural Scaling Laws" (BNSL) paper☆59Updated 2 years ago
- ☆111Updated 9 months ago
- ☆132Updated 2 years ago
- Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)☆55Updated 4 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
- ☆29Updated last year
- ☆70Updated 3 years ago
- A library for efficient patching and automatic circuit discovery.☆80Updated 4 months ago
- This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explaine…☆40Updated 2 years ago
- ☆130Updated last year
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆79Updated 3 years ago
- ☆24Updated 7 months ago
- Interpretating the latent space representations of attention head outputs for LLMs☆34Updated last year
- Mechanistic Interpretability for Transformer Models☆53Updated 3 years ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆84Updated last year
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆20Updated last year
- Code associated to papers on superposition (in ML interpretability)☆33Updated 3 years ago
- ☆81Updated this week
- Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State☆20Updated last month
- This is the official repository for the "Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP" paper acce…☆24Updated last year