Alternatives and similar repositories for grokking

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

• Sea-Snell / grokking
  unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"
  ☆79Updated 3 years ago
• KindXiaoming / Omnigrok
  Omnigrok: Grokking Beyond Algorithmic Data
  ☆61Updated 2 years ago
• abhishekpanigrahi1996 / transformer_in_transformer
  ☆45Updated last year
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆103Updated 3 months ago
• DeqingFu / transformers-icl-second-order
  Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…
  ☆18Updated 9 months ago
• srush / do-we-need-attention
  ☆166Updated 2 years ago
• oripress / AlgoTune
  AlgoTune is a benchmark made up of 154 math, physics, and computer science problems. The goal is write code that solves each problem, and…
  ☆54Updated last week
• mcleish7 / arithmetic
  Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)
  ☆192Updated last year
• 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
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆82Updated 10 months ago
• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆98Updated last year
• ExtensityAI / benchmark
  Evaluation of neuro-symbolic engines
  ☆39Updated last year
• katiekang1998 / reasoning_generalization
  ☆34Updated 7 months ago
• google-deepmind / questbench
  ☆27Updated 3 months ago
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆63Updated last year
• wattenberg / superposition
  Code associated to papers on superposition (in ML interpretability)
  ☆31Updated 2 years ago
• berlino / seq_icl
  ☆53Updated last year
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆156Updated 2 months ago
• probabilistic-inference-scaling / probabilistic-inference-scaling
  ☆51Updated 5 months ago
• Silent-Zebra / twisted-smc-lm
  ☆30Updated 5 months ago
• huyphan168 / PEER
  Mixture of A Million Experts
  ☆46Updated last year
• bilal-chughtai / rep-theory-mech-interp
  ☆27Updated 2 years ago
• ethancaballero / broken_neural_scaling_laws
  Code Release for "Broken Neural Scaling Laws" (BNSL) paper
  ☆59Updated last year
• aks2203 / deep-thinking
  A centralized place for deep thinking code and experiments
  ☆86Updated 2 years ago
• mechanistic-interpretability-grokking / progress-measures-paper
  ☆68Updated 2 years ago
• AhmedImtiazPrio / grok-adversarial
  Deep Networks Grok All the Time and Here is Why
  ☆37Updated last year
• jfpuget / ARC-AGI-Challenge-2024
  ☆56Updated 9 months ago
• lucidrains / pause-transformer
  Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…
  ☆53Updated last year
• GFNOrg / gfn-lm-tuning
  ☆186Updated last year
• lee-ny / teaching_arithmetic
  ☆83Updated 2 years ago