wesg52 / universal-neuronsLinks
Universal Neurons in GPT2 Language Models
☆30Updated last year
Alternatives and similar repositories for universal-neurons
Users that are interested in universal-neurons are comparing it to the libraries listed below
Sorting:
- Sparse Autoencoder Training Library☆55Updated 5 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆59Updated 11 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆82Updated 10 months ago
- ☆53Updated last year
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆84Updated 11 months ago
- ☆23Updated 8 months ago
- ☆107Updated 8 months ago
- A library for efficient patching and automatic circuit discovery.☆78Updated 3 months ago
- Gemstones: A Model Suite for Multi-Faceted Scaling Laws (NeurIPS 2025)☆29Updated 3 weeks ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆218Updated last week
- Attribution-based Parameter Decomposition☆31Updated 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
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- ☆33Updated 9 months ago
- ☆92Updated last year
- ☆86Updated last year
- nanoGPT-like codebase for LLM training☆109Updated 5 months ago
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆18Updated 11 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆136Updated 4 months ago
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆26Updated 8 months ago
- Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State☆19Updated last year
- ☆23Updated last year
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆92Updated 11 months ago
- ☆45Updated 2 years ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆28Updated last year
- ☆126Updated last year
- ☆74Updated 2 weeks ago
- Efficient Scaling laws and collaborative pretraining.☆18Updated last month
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆20Updated 9 months ago
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆43Updated last year