Alternatives and similar repositories for Grokking

Users that are interested in Grokking are comparing it to the libraries listed below

• anthropics / toy-models-of-superposition
  Notebooks accompanying Anthropic's "Toy Models of Superposition" paper
  ☆129Updated 2 years ago
• apartresearch / interpretability-starter
  🧠 Starter templates for doing interpretability research
  ☆73Updated 2 years ago
• thestephencasper / everything-you-need
  we got you bro
  ☆36Updated last year
• Sea-Snell / grokking
  unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"
  ☆79Updated 3 years ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆126Updated last year
• google-deepmind / mishax
  ☆141Updated 2 weeks ago
• EleutherAI / elk-generalization
  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
• mcleish7 / arithmetic
  Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)
  ☆192Updated last year
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆121Updated 6 months ago
• google-deepmind / dangerous-capability-evaluations
  ☆57Updated last month
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆77Updated 9 months ago
• METR / RE-Bench
  ☆98Updated 4 months ago
• likenneth / othello_world
  Emergent world representations: Exploring a sequence model trained on a synthetic task
  ☆188Updated 2 years ago
• aadityasingh / icl-dynamics
  ☆21Updated 4 months ago
• Mech-Interp / PySvelte
  A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations
  ☆14Updated last year
• timaeus-research / devinterp
  Tools for studying developmental interpretability in neural networks.
  ☆101Updated 2 months ago
• danielmamay / grokking
  Implementation of OpenAI's 'Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets' paper.
  ☆39Updated last year
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆156Updated 2 months ago
• Silent-Zebra / twisted-smc-lm
  ☆30Updated 5 months ago
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆54Updated 4 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆30Updated last year
• goodfire-ai / r1-interpretability
  Open source interpretability artefacts for R1.
  ☆157Updated 4 months ago
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆214Updated 8 months ago
• neelnanda-io / Neuroscope
  Accompanying codebase for neuroscope.io, a website for displaying max activating dataset examples for language model neurons
  ☆13Updated 2 years ago
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆63Updated last year
• KihoPark / LLM_Categorical_Hierarchical_Representations
  ☆106Updated 6 months ago
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆207Updated this week
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆281Updated 8 months ago
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 7 months ago
• wattenberg / superposition
  Code associated to papers on superposition (in ML interpretability)
  ☆31Updated 2 years ago