danielmamay / grokking
Implementation of OpenAI's 'Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets' paper.
☆35Updated last year
Alternatives and similar repositories for grokking:
Users that are interested in grokking are comparing it to the libraries listed below
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆71Updated 2 years ago
- Omnigrok: Grokking Beyond Algorithmic Data☆52Updated last year
- ☆63Updated 2 months ago
- ☆77Updated last year
- Evaluation of neuro-symbolic engines☆34Updated 6 months ago
- Language models scale reliably with over-training and on downstream tasks☆96Updated 10 months ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆82Updated last year
- ☆24Updated 2 years ago
- Sparse Autoencoder Training Library☆41Updated 3 months ago
- ☆22Updated last year
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆70Updated 3 months ago
- ☆26Updated last year
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆26Updated 8 months ago
- Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)☆183Updated 8 months ago
- Replicating O1 inference-time scaling laws☆82Updated 2 months ago
- ☆80Updated 11 months ago
- ☆26Updated last month
- DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule☆58Updated last year
- ☆24Updated this week
- ☆51Updated 8 months ago
- ☆49Updated last year
- nanoGPT-like codebase for LLM training☆89Updated this week
- ☆54Updated 2 months ago
- ☆80Updated 3 weeks ago
- A library for efficient patching and automatic circuit discovery.☆53Updated 2 months ago
- Universal Neurons in GPT2 Language Models☆27Updated 8 months ago
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆16Updated 2 months ago
- ☆44Updated last year
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆94Updated 2 months ago
- ☆171Updated last year