Sea-Snell / grokkingLinks
unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"
☆77Updated 3 years ago
Alternatives and similar repositories for grokking
Users that are interested in grokking are comparing it to the libraries listed below
Sorting:
- Implementation of OpenAI's 'Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets' paper.☆37Updated last year
- Emergent world representations: Exploring a sequence model trained on a synthetic task☆182Updated 2 years ago
- Omnigrok: Grokking Beyond Algorithmic Data☆58Updated 2 years ago
- ☆83Updated last year
- Scaling scaling laws with board games.☆49Updated 2 years ago
- Code Release for "Broken Neural Scaling Laws" (BNSL) paper☆59Updated last year
- Sparse and discrete interpretability tool for neural networks☆63Updated last year
- ☆26Updated 2 years ago
- ☆183Updated last year
- A centralized place for deep thinking code and experiments☆85Updated last year
- Mechanistic Interpretability for Transformer Models☆51Updated 3 years ago
- Code accompanying our paper "Feature Learning in Infinite-Width Neural Networks" (https://arxiv.org/abs/2011.14522)☆62Updated 4 years ago
- Neural Networks and the Chomsky Hierarchy☆207Updated last year
- PyTorch implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆37Updated 3 years ago
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆127Updated 2 years ago
- nanoGPT-like codebase for LLM training☆100Updated 2 months ago
- ☆166Updated 2 years ago
- ☆26Updated 2 years ago
- ☆68Updated 2 years ago
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆108Updated last year
- A MAD laboratory to improve AI architecture designs 🧪☆123Updated 7 months ago
- ☆53Updated last year
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆84Updated last year
- ☆28Updated last year
- [NeurIPS 2023] Learning Transformer Programs☆161Updated last year
- ☆121Updated 11 months ago
- Replicating and dissecting the git-re-basin project in one-click-replication Colabs☆36Updated 2 years ago
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"☆208Updated last year
- LoRA for arbitrary JAX models and functions☆140Updated last year
- Train very large language models in Jax.☆204Updated last year