KindXiaoming / OmnigrokLinks
Omnigrok: Grokking Beyond Algorithmic Data
☆61Updated 2 years ago
Alternatives and similar repositories for Omnigrok
Users that are interested in Omnigrok are comparing it to the libraries listed below
Sorting:
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆79Updated 3 years ago
- DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule☆63Updated 2 years ago
- This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explaine…☆37Updated 2 years ago
- ☆70Updated 8 months ago
- ☆56Updated 10 months ago
- ☆30Updated 5 months ago
- Universal Neurons in GPT2 Language Models☆30Updated last year
- Implementation of OpenAI's 'Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets' paper.☆39Updated last year
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆18Updated 9 months ago
- ☆32Updated 10 months ago
- Deep Networks Grok All the Time and Here is Why☆37Updated last year
- Parallelizing non-linear sequential models over the sequence length☆54Updated 2 months ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆87Updated last year
- ☆26Updated 2 years ago
- Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.☆172Updated 2 years ago
- ☆68Updated 2 years ago
- Deep Learning & Information Bottleneck☆61Updated 2 years ago
- A centralized place for deep thinking code and experiments☆86Updated 2 years ago
- Code accompanying our paper "Feature Learning in Infinite-Width Neural Networks" (https://arxiv.org/abs/2011.14522)☆62Updated 4 years ago
- Code repository for "The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks"☆17Updated last year
- ☆52Updated last year
- Sparse Autoencoder Training Library☆54Updated 3 months ago
- ☆166Updated 2 years ago
- ☆53Updated last year
- Replicating and dissecting the git-re-basin project in one-click-replication Colabs☆36Updated 2 years ago
- Sparse and discrete interpretability tool for neural networks☆63Updated last year
- Code for verifying deep neural feature ansatz☆19Updated 2 years ago
- ☆23Updated 7 months ago
- ☆56Updated 4 months ago
- ☆27Updated 2 years ago